Michel Tricot (CEO of Airbyte) joins the show to chat about the impact of AI on traditional data practices (e.g. ETL/ELT), building a company, and much more.

Benn Stancil joins the show to chat about 2024 predictions, how GenAI impacts product development, writing, and more. Please note - there were some Internet problems with Benn's audio once in a while in the talk.

Dave Langer returns to the show to chat about Python in Excel, data science in SMBs without "data scientists", and much more

It's Joe and Matt today, taking listener questions and ranting about whatever's on their minds.

Alex Gallego (founder and CEO of Redpanda) joins the show to chat about the streaming data renaissance, why open formats for tiered storage is the future of data, and much more.

Mike Ferguson (Managing Director, Intelligent Business Strategies, Chairman of Big Data London) joins the show to chat about the top key trends he's seeing in in data management and analytics - GenAI, architecture modernization, FinOps, and much more.

Tristan Handy (CEO of dbt Labs) joins the show to chat about the data tooling landscape, business moats, semantic layers, the data engineering ecosystem, and much more. We covered a ton of ground in an hour and probably could've kept going for another hour. Enjoy!

Sol Rashidi is a heavy hitter in the enterprise data space, having been CXO at Estee Lauder, Sony, Merck, and more. She joins us to chat about getting business value from data, the CXO playbook, AWS ReInvent, and more.

Sarah Nagy (CEO, Seek.ai) joins us to chat about automating analytics with generative AI, the generative AI space in general, and much more.

Dave McComb (Semantic Arts) is a pioneer in the use of knowledge graphs and semantics in data management. He joins to chat about these topics, and much more.

Kai Zenner joins us to chat about all things EU AI Act. If you've wanted to learn about this upcoming piece of critical regulation, tune in.

Nadine Farah joins the show to chat about Apache Hudi's core primitives: indexing, CDC, table services, faster UPSERTs, incremental processing framework, and more.

Yoav Cohen (co-founder & CTO at Satori) joins the show to chat about why data security is hard, strategies companies use to deal with analytics over sensitive data, security and compliance requirements that data teams need to meet, and much more.

Our favorite nerd sniper, Kevin Hu (CEO of Metaplane), joins the show to help us recap some major conferences we attended last week. Lots of data news, gossip, anecdotes, and more.

Why are semantics important for a data warehouse? Lukas Schulte joins us to chat about why semantics are important, the heterogeneity of data systems, how semantics relate to SQL compilers, his project SDF, and much more.Please be aware that this discussion will get into the nitty-gritty and technical weeds of all things data. #sql #data #datawarehouse

This is a bit of a different episode, but it's a topic that is long overdue for discussion. Between long hours sitting in front of a monitor, "hustle culture", and prevalent alcohol and drug use, our profession is literally killing us. The negative effects on health and wellness among techies are insane. We've seen our friends go to the ER from stress, diet, and lifestyle-related emergencies. We've lost other friends along the way. Colleen Fotsch is uniquely qualified to discuss this issue. She is used to operating at the highest levels of sports, being an NCAA D1-champion swimmer, multiple-time CrossFit Games athlete and coach, and former US Bobsled team member. She also works as a data analyst and part-time coach for Opex, a leader in fitness education coaching (she's Joe's coach). It's time we wake up and look at how we can improve our health and wellness, and bring our best selves to our work and life. Colleen's IG: https://www.instagram.com/colleenfotsch/?hl=en

Matt Housley and Joe Reis chat about where data engineering is going, and take audience questions.

The data job market is certainly evolving. Matt, Chris, and Joe have a candid chat and AMA about career advice going into 2024.

Amit Prakash (CTO/Co-Founder of Thoughtspot) joins the show to chat about the future of generative AI in data analytics. Thoughtspot has been a leader in searchable analytics, and it will be interesting to get Amit's take on where the field of analytics is heading next.

Max Howell created Homebrew, one of the most popular open-source software (OSS) packages on the planet. He's also the founder of tea.xyz, which is helping incentivize developers to pursue their OSS projects.In this episode, we chat about the realities and future of OSS, how developers can be remunerated for their OSS projects, and much more. Tea: tea.xyz

Aaron Hunsaker joins Matthew Housley and I to chat about data grifters, dealing with vendors, how data people should converse with "the business", and much more. Aaron doesn't hold back.Enjoy this very candid in-person chat.

Hala Nelson joins the show to chat writing books, teaching math, and much more. It's not often we get three math nerds, professors, and authors in the same conversation, and this is a lot of fun. Enjoy!

David Yaffe and Johnny Graettinger (both from Estuary) join the show to do a deep dive into streaming data processing. We also cover how to scale change data capture (CDC) and where transformations belong in data pipelines. Estuary: https://estuary.dev/ Gazette: https://gazette.readthedocs.io/en/latest/ Note - Joe's audio was having issues for this episode. Apologies.

Multiple products, versions, platforms, targets technologies, formats, and locales? How do you make sense of the "multiple of multiples" challenge from a technical perspective? The "language of the business" and data in all its structured, semi-structured, and 'unstructured' forms helps drive this home.John O'Gorman has world-class expertise in language, semantics, and tying this together for the business. We hope you learn something new from this episode.

Brian Olsen joins us again to chat about why Apache Iceberg won the table format war. We also finish our chat from last time about Data Mesh. #dataengineering #datalake #datamesh

David Langer joins the show to chat about how programming languages for data science, BI teams have a unique advantage in helping introduce data science into their organizations.

Devin Petersohn (Modin, Ponder) knows a thing or two about dataframes, having done his PhD thesis on them, among other related achievements. We'll talk about all things dataframes, both high level and in the weeds. If you've ever wanted to learn about dataframes, this is the discussion for you.

Andreas Welsch (Chief AI Strategist, Host of the Intelligence Briefing) joins the show to discuss the change management required to succeed with Generative AI in today's business world, prompt engineering, and more.

Data contracts are all the rage right now. Andrew Jones originated the term "data contracts", so who better to chat with? We discuss data contracts - how they originated, how they were implemented, what they are, and why you should care. #data #datacontracts #dataengineering,"

Data collaboration is hard. Andrew Padilla chats about how to effectively address data collaboration at a common level across your organization, then apply the relevant parts to your internal orgs. #data

Joe Perez ("Dr. Joe") joins the show to chat about the importance of actionable data to inform decision-making. We also discuss the various ways disparate data are brought together into a cohesive data warehouse, and how there should be a finite, measurable, deployable strategy

Colin Zima joins the show to chat about what data modeling should look like in 2023 and beyond. We'll chat about real ETL, semantic layers, the troubles with BI, and much more. #datamodeling #data #dataengineering #analytics

Saket Saurabh joins the show to chat about taking a data product-centric view to reinventing data management. #data #dataproducts #datamanagement #dataengineering

There's a lot of debate on big and small data. For systems and compute, some say "Big Data is Dead", while others challenge this notion. In AI and ML, big tech companies can pour tons of money and data into building massive LLMs, while open source provides compelling "small data" alternatives to the LLM walled gardens.So which is it? Will Big Data reign supreme or will small data become more popular? Matt and I riff on these topics and more.#data #dataengineering #chatgpt #ai #bigdata

Santona Tuli discusses the product management aspects as a data scientist - product and stakeholder management, due diligence of requirements gathering, and developing a strategy before implementing DS/ML pipelines. You know, the fun stuff ;)

Brian Olsen joins the show to chat about data virtualization. Does it put the heat on vendors that want to lock you in with proprietary storage? Will virtualization and federation enable data mesh, allowing you to move your data at will? Tune in and learn more! #datamesh #dataengineering #data

Tim Berglund is an OG of developer relations (aka devrel), having worked in devrel before it was cool. He joins the show to chat about the art of devrel and much more. #devrel #data

Dave Mariani (Founder/CTO at AtScale) joins the show to chat about the rise of the semantic layer in the modern data stack. Dave is a Silicon Valley veteran with a ton of experience building companies, amazing tech stacks, and everything in between. #semanticlayer #data #dataengineering #atscale

Artyom Keydunov & Pavel Tiunov (co-founders of Cube.dev) join the show to chat about all things semantic layers. Curious about the future of data apps? Then check out this episode. #data #semanticlayer #dataengineering #analytics

Malcolm Hawker joins the show to chat about data product management, generative AI and its impact on data products and the broader data industry, and much more. #datamesh #dataengineering #dataproducts #data

Joe Reis and Matt Housley rant about generative AI, Data Council, WASM, data modeling, regulations, and how programming languages and paradigms impact the business. #data #dataengineering #datamodeling #chatgpt

Larry Burns is a longtime data modeling expert and author on the topic. He joins the show to discuss some of the (often misunderstood) ways data modeling relates to data engineering, logical data modeling, and much more. If you're a data engineer, you can't afford to miss this discussion. #dataengineering #data #datamodeling

Jess Haberman (Anaconda, formerly at O'Reilly Media) joins the show to chat about ways to upskill in a downturn, tech and data education, publishing a tech book, and much more.Jess is zero BS and always brings a practical perspective. We should know. She signed our book ;)

Cody Coleman and Will Gaviria Rojas (Co-founders of Coactive.ai) join the show to chat about the rising importance of unstructured data and the role of AI in unlocking the value of unstructured content. Their motto is "Content is King, and AI is the new Queen." Given the rise of unstructured data, this is a must for anyone working in AI. https://coactive.ai

Felix GV designs HUGE distributed systems as a principal staff engineer at LinkedIn. We talk about the Venice open-source project and the challenges of massively distributed data.  But Felix is also thinking about something WAY bigger - designing software for a multi-planetary civilization! This is a very interesting discussion that you won't usually come across on this planet, or others (yet).

Rogier Werschkull is keen on detecting BS in the data industry. This is a very opinionated and informative discussion about the state of affairs of hype and reality in the data industry today.

Matt Turck (Firstmark Capital) joins us to chat about what's new in the data landscape, the economic realities impacting the startup ecosystem, all things AI, and much more.   Matt is easily one of our favorite thinkers in the data and tech space, so this is definitely worth tuning in for. MAD Landscape 2023: https://mattturck.com/mad2023/

Neelesh Salian (Staff software engineer at dbt labs) joins the show to discuss building data infrastructure, general engineering topics at the staff+ level, and more.   #dataengineering #softwareengineering #data

Joe and Matt discuss getting Fundamentals of Data Engineering signed with O'Reilly, the writing process, and marketing a best-selling tech book. This is worth a listen if you've ever wanted to write a technical book.   #dataengineering #data #author #oreilly

Scott Taylor has become our regular for Valentine's Day week. Join us for a grab bag of thoughts and listener questions.   #data #masterdatamanagement

Venkat Venkataramani (CEO & co-founder at Rockset) joins the show to chat about real-time analytics at massive scale. In a former life, Venkat led Facebook's infrastructure team that handled billions of events per second for all of Facebook's user data services. Venkat is on OG in the real-time analytics space, so you'll learn a lot about this topic.   #dataengineering #data #realtimedata #analytics

Are data catalogs amazing or are they limited in their use and potential? Join Shirshanka Das and Ananth Packkildurai for a live debate on the practicality of data catalogs.   Streamed live on LinkedIn Live and Youtube on 2/2/2023. #datacatalogs #dataengineering #data

John Kutay (Striim) joins the show to chat about “easy mode” and “hard mode” use cases for streaming data in the enterprise.   #data #dataengineering

Data quality has a lot of nuance and challenges. Jeremy Stanley (Co-founder & CTO at Anomalo) joins the show to chat about the hard parts of data quality. We also discuss his ideas on the future of data quality.   #dataquality #data #dataengineering #machinelearning

Zhamak Dehghani (CEO & Founder of Next Data) discusses why she started Next Data, and how her company will finally help Data Mesh become a reality.   Next Data: https://www.nextdata.com/   Announcement: https://medium.com/@zhamakd/why-we-started-nextdata-dd30b8528fca   #datamesh #data

Kate Strachnyi (DATAcated) joins the show to chat about her new book, ColorWise (O'Reilly), content creation, running DATAcated, and much more.   #datacated #data

Chip Huyen (Claypot AI) joins the show to chat about switching from a batch mindset to a streaming mindset, the convergence of data scientist and data engineering roles, and much more.   Chip is a well-regarded person in the ML/AI space. She's CEO/co-founder of Claypot AI, teaches Machine Learning Systems Design at Stanford, and wrote the phenomenal book, Designing Machine Learning Systems (O'Reilly), among many achievements.   #datascience #ai #dataengineering

Serge Gershkovich (SqlDBM) joins the show to chat about a variety of topics, like data modeling, writing books, career pivots, and much more.   Cameo appearance from Chris Tabb!   #datamodeling #dataengineering #data

Sarah Catanzaro (Amplify Partners) has a keen sense of the data landscape. She joins the show to chat about why she's shifting her focus from the Modern Data Stack, its limitations, and the culture surrounding it that she thinks is curbing the impact of data.    We'll also talk about whatever else is on her mind.    #data #dataengineering #moderndatastack

Ole Olesen-Bagneux (author of The Enterprise Data Catalog on O'Reilly) joins the show to chat about the future of data catalogs and much more!   #datacatalog #dataengineering #data

Welcome to our worst episode ever! But also pretty fun. There's a lot going on in the data and tech space right now. Matt and Joe kick it old school and dive into a variety of topics ranging from all things downturn, cloud vs on-prem, what we look for in guests, and much more.   We had to cut the show a bit short because Joe kept getting interrupted by delivery people.   #dataengineering #data #tech

Sanjeev Mohan (SanjMo, former Gartner Research VP) joins the show to chat about the current market conditions affecting the data and tec landscape, trends he's seeing, and much more.   #data #it #tech

Data Mesh has caught the technology and data industry by storm and is easily one of the hottest topics today. Oftentimes, the harder parts of Data Mesh don't get as much attention or coverage. This was an open session at the Utah Data Engineering Meetup (November 2022) to ask Zhamak about the hard parts of data mesh that have inspired her to start a company to address them head-on.

Jeremiah Lowin (CEO/Co-Founder @ Prefect) joins the show to chat about why he's excited about boring tech, the current VC/startup environment, building trust, meetups, and much more.   #dataengineering #prefect #data

Data modeling is seeing a massive resurgence of attention lately. How do you cut through the noise and know what's useful for your situation?  Juan Sequeda (data.world) joins the show to chat about honest, no-BS data modeling, aka data modeling for the real world.   #datamodel #dataengineering #data

Sonny Rivera (ThoughtSpot) joins the show to chat about software engineering practices on data, data modeling, approaching things from first principles, the future of BI, and much more.  Note - we had a few hiccups with Streamyard, but the show conversation is very good. #dataengineering #thoughtspot #softwareengineering #data

Why do we race to implement trending solutions without intimate knowledge of the state of the data? Jessica Talisman (Senior Taxonomist and Information Architect) joins to show to chat about data hubris, dirty data, and much more.

Samir Sharma (Datazuum) joins the show to talk about balancing innovation and practicality to deliver a data strategy that scales.   LinkedIn: https://www.linkedin.com/in/samirsharma1/   Datazuum: https://datazuum.com/   #data #datastrategy

Zack Hendlin (Founder of Zing Data) joins the show to chat about why the way we analyze data is shifting to mobile, the challenges of building out BI at early-stage startups, and much more.   LinkedIn: https://www.linkedin.com/in/zackhendlin/  #analytics #mobile #data

Vijay Yadav (Head of Data Science at Merck) joins the show to chat about business data modeling, modern data engineering leadership and mindset, and much more.   LinkedIn: https://www.linkedin.com/in/vijay-yadav-ds/   #data #dataengineering #datascience

Data Mesh is probably the hottest topic in data world right now. But where are the real world examples or successes with Data Mesh?  Omar Khawaja (Head of BI @ Roche) talks with us about how they actually built a real world Data Mesh at Roche.   Omar's LinkedIn: https://www.linkedin.com/in/kmaomar/   #datamesh #dataengineering #data

In this "reverse interview", Keith McCormick turns the tables and interviews Joe Reis and Matt Housley about their book, Fundamentals of Data Engineering, along with questions data scientists might have about data engineering.   Keith's LinkedIn: https://www.linkedin.com/in/keithmccormick/   #datascience #dataengineering #data

If you've been in data for a while, you know Kent Graziano. He's a globally respected OG and Data Warrior.  Kent joins the show to talk about how not to make a mess of your data mesh? Hint - do some data modeling!   LinkedIn: https://www.linkedin.com/in/kentgraziano/   #datamesh #datamodeling #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Milan Veverka (Keboola) joins the show to chat about where the data industry is going and how to prepare for it.    Cameo appearances by Chris Tabb and Veronika Durgin.    #dataengineering #datawarehouse #datascience

Let's get ready to rumble!  What are data contracts? Do we need them?   Come ringside for this exhibition match as Chad Sanderson (pro data contract) vs Ethan Aaron (anti data contract) go toe-to-toe and spar about the merits of data contracts.   Originally streamed live on LinkedIn and YouTube.

Joe Reis and Matt Housley chat about local data scenes in a post-COVID world, whether there's a meetup winter, and much more.    Special cameo appearance by Chris Tabb.   #dataengineering #data #meetup #technology --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Colleen Tartow (Director of Engineering @ Starburst) joins the show to chat about two very popular topics - Data Mesh and the Modern Data Stack. How do these work together? Listen and find out... --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

There's much more to data than just...data. There's knowledge. Juan Sequeda and Tim Gasper from data.world join the show to chat about why we need to change our focus from data to knowledge.   https://data.world/ #data #knowledge

Josh Starmer has singlehandedly made statistics fun and exciting for millions of people with his popular YouTube channel, StatQuest.  He joins the show to chat about how he got started, his approach to teaching, communicating effectively, and what he's up to next.   #statquest #datascience #statistics --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

All too often, data models and architecture are an afterthought, often cobbled together with very little rhyme or reason.    Veronika Durgin (Head of Data @ Saks) joins the show to chat about thoughtful data modeling and architecture. We'll discuss why it pays to be intentional about your data model and architecture. And since this is live streamed on a Friday, we'll probably chat about many other things as well.   #dataengineering #datamodeling #dataarchitecture ------------------------- Subscribe to our newsletter: https://www.ternarydata.com/newsletter  📖 Check out our new book, Fundamentals of Data Engineering (O'Reilly 2022), available at your favorite book store.   Buy it on Amazon: https://amzn.to/3bftdoQ  And please leave a 5-star review on Amazon if you like the book!

Emily Hawkins (Data Engineering Manager @ Drizly) joins the show to chat about managing data teams.   LinkedIn: https://www.linkedin.com/in/hawkinsemily/ Twitter: https://twitter.com/emilyhawkins__  #datateams #dataengineering #analyticsengineer --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Patrick McFadin joins the show to chat about his upcoming book, "Managing Cloud Native Data on Kubernetes", as well as the general practices behind this.   #dataengineering #cloudnative #kubernetes --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Gleb Mezhanskiy joins the show to chat about ways to improve the Modern Data Stack.   Datafold: https://www.datafold.com/

Justin Borgman (CEO @ Starburst) joins the show to chat about Data Mesh, Data Lakes, and more. Starburst is paving the way to give analysts and data scientists the power to query data wherever it lives.   Starburst: https://starburst.io/   #dataengineering #datamesh #starburst #trino --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Surprise Friday chat! It's Matt Housley and Joe Reis chatting about their new best-selling book, Fundamentals of Data Engineering (O'Reilly 2022). #dataengineering #fundamentalsofdataengineering #data O'Reilly: https://www.oreilly.com/library/view/fundamentals-of-data/9781098108298/ Amazon: https://www.amazon.com/Fundamentals-Data-Engineering-Robust-Systems-dp-1098108302/dp/1098108302

Data lakes are very common and provide an easy way to store and serve many types of data. But data lakes are not always easy to work with. Adi Polak (Treeverse) joins the show to chat about the challenges of working with data lakes.   #dataengineering #datalakes #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Jon "Natty" Natkins writes a lot about startup equity on his blog, Semistructured. He joins the show to chat about his thoughts on the startup environment in 2022 (and beyond) - The Great Startup Downturn of 2022, down rounds, equity, VC funding, and much more.    Semistructured: https://semistructured.substack.com/   #startups #equity #vc

Josh Tobin (Co-founder, CEO @ Gantry) joins the show to chat about the best ways to continuously improve your ML-powered products. Josh has a wealth of knowledge and experience in the field of AI and ML, and this will definitely be a fantastic discussion.   #machinelearning #ml #mlops

Laszlo Sragner is outspoken in his views on code quality in data science. In this show, we discuss code quality in data science, how to run ML projects, manage tech debt, and much more. Laszlo pulls no punches, so tune in for a very educational discussion.   #datascience #machinelearning #code --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Niel Nickolaisen is a CIO's CIO. He's led many successful digital transformations and has the battle scars to prove it.  Niel's here to chat about the IT talent shortage in the rise of low/no-code tools, operating in an environment of low uncertainty, trusting the data, and much more. #data #it #technology #digitaltransformation --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Lately, a growing number of experts in the data industry are proclaiming the death of the Modern Data Stack. Among the loudest is Ethan Aaron, who runs Portable, a "Post-Modern Data Stack" company focused on building on-demand ETL connectors.    Is the Modern Data Stack dead? Listen and find out.   Portable: https://portable.io/  Ethan Aaron (LinkedIn): https://www.linkedin.com/in/ethanaaron/  #dataengineering #moderndatastack #fundamentalsofdataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Jesse Anderson joins the show to chat about what makes data teams successful. Jesse is an OG in the data space and always has great thoughts. Enjoy!   #dataengineering #datateams #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Egor Gryaznov joins the show to chat about data reliability engineering, time series forecasting, data observability, and much more.   Bigeye: https://www.bigeye.com/  #bigeye #dataengineering #fundamentalsofdataengineering #datareliability #dataobservability

Jordan Tigani joins the show to chat about what's next for analytical databases.   Jordan needs no introduction in this area, having been a driving force in creating the space of modern analytical databases - he was the founding engineer for BigQuery, led product at Singlestore, working on something new at MotherDuck, among other massive accomplishments.   #dataengineering #data #analytics

Shinji Kim (CEO @ SelectStar) chats with Matt Housley about modern data discovery, data governance, and much more. This is a special episode from TGIF, Let's Talk Data!, recorded Friday 5/27/2022. SelectStar: https://www.selectstar.com/ Twitter: https://twitter.com/shinjikim #dataengineering #datacatalog #datagovernance #data

Ananth Packkildurai joins the show to chat about data contracts, domain ownership, metadata management, and his new project Schemata. Ananth is a wealth of knowledge and experience in the data engineering space. He also publishes the Data Engineering Weekly newsletter.   Data Engineering Weekly: https://www.dataengineeringweekly.com/ Schemata: https://schemata.app/  #dataengineering #datamanagement #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Bill Inmon and Chad Sanderson join the show to chat about modern data products, the problems that haven't changed in data, the current state of data warehousing, Bill's original insight into the data warehouse, and much more! Two data legends you don't wanna miss!   #dataengineering #datawarehouse #dataproducts

Ken Jee and Chris Tabb join the show to chat about data career advice for economic downturns. Live from Joe's house! This is a special episode for the TGIF, Let's Talk Data Show on 5/13/2022. #data #careers #recession

Arjun Narayan (CEO @ Materialize) joins the show to chat about why real-time data products are increasingly popular, and why the analytics is moving beyond batch toward a streaming-first paradigm. https://materialize.com/ #dataengineering #analytics #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

The data transformation tooling space is undergoing a sea change right now. Armon Petrossian & Satish Jayanthi from Coalesce.io join the show to talk about what's next in data transformations in 2022 and beyond.   #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Zhamak Dehghani joins the show to chat about all things Data Mesh, and her new O'Reilly book by the same title.   This is a rare opportunity to learn all about Data Mesh from Zhamak in this unscripted and candid live chat. Q&A welcome   Streamed live on LinkedIn and YouTube   #datamesh #dataengineering #data Note - this was initially supposed to be on the Monday Morning Data Chat, but moved to the TGIF, Let's Talk Data Show! (podcast coming soon). Enjoy!

Bill Inmon (the father of the data warehouse, and an early pioneer of the data industry) joins the show to chat about textual ETL, data warehousing in 2022, and whatever else he wants to talk about.    Today is Bill's show, and we're just excited you're a part of it.   Streamed live on YouTube and LinkedIn.   #datawarehouse #dataengineering #textualetl --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Data teams are responsible for a lot - analytics, reporting, metrics, experiments, and working with "the business". How is a data team supposed to manage all of these responsibilities? Emilie Schario (Amplify Partners) joins the show to discuss this, and much more.   Streamed live on YouTube and LinkedIn.   #datateams #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Hiring is insanely hard right now. It's almost impossible for companies to hire data engineering talent, leaving many companies with the option of creating new data engineering talent internally. How should this be done, and what are some resources to build data engineering skills? Let's find out.   #dataengineering #data #datacareers --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

The Modern Data Stack brought a lot of improvements to data workflows and practices. It's also 10 years old (AWS Redshift publicly launched in 2012, kicking off the MDS). Meanwhile, new advancements in streaming-first systems and architectures, ML, etc means we can start to see where things are going next.   What's next after the Modern Data Stack? We're not precisely sure, but we've got an idea.   Streamed live on YouTube and LinkedIn   #dataengineering #moderndatastack #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Greg Coquillo is a 2X LinkedIn Top Voice in data, technology, and innovation. He joins the show to chat about his thoughts on the future of tech.   Streamed live on YouTube and LinkedIn.   #innovation #data #technology  -------------------   Greg's LinkedIn: https://www.linkedin.com/in/greg-coquillo/ --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Benn Stancil (Chief Analytics Officer @ Mode) joins us to chat about metrics layers,  the modern data stack, what people disagree with in the data space, and much and more. This is a fun and somewhat contrarian discussion that you'll find both useful and entertaining. Enjoy!   Streamed live on YouTube and LinkedIn   #dataengineering #metricslayer #analytics  --------------------   Benn Stancil   Substack: https://benn.substack.com/  Twitter: https://twitter.com/bennstancil  Mode: https://mode.com/ --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Synthetic data is becoming one of the hot areas to watch in machine learning. With data quality, privacy, and security a huge concern for almost any company, more and more people are looking at synthetic data as a way to address these problems. Fabiana Clemente (co-founder/Chief Data Officer at YData) joins the show to chat about all things synthetic data, data communities, and more. YData: https://ydata.ai/ Data-Centric AI Community: https://datacentricai.community/ #dataengineering #machinelearning #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Andy Petrella joins us to chat about Data Observability Driven Development (DODD), the modern data space, and much more. Andy is a dear friend, an OG in the world of data, a brilliant engineer, and is one of the keenest people we know.   Kensu: https://www.kensu.io/ #dataengineering #dataobservability #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Shruti Bhat (Chief Product Officer & SVP Marketing @ Rockset) joins us to chat about real-time analytics at cloud scale, modern data apps and dashboards, and more. The world of analytics is moving toward real-time as a first-class citizen, so this is definitely a discussion you should check out.   #realtime #analytics #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

It's Valentine's Day! Scott Taylor (MetaMeta Consulting) joins the show to chat about his love for all things data. We cover master data management and much more. Streamed live on YouTube and LinkedIn   #data #datamanagement #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

George Firican joins us to chat about all things data governance. What are the best practices and ideas for data governance in 2022? Listen and find out. Streamed live on YouTube and LinkedIn   #data #datagovernance #dataengineering #datamanagement --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Bruno Aziza (Head of Data & Analytics @ Google Cloud) joins us to chat about the Data Mesh, Data Fabric, and much more!   Streamed live on YouTube and LinkedIn.   #datamesh #datafabric #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Andreas Kretz joins us to discuss how to learn data engineering in 2022. Andreas is a leader in the data engineering education space, constantly putting out excellent content and courses.   Streamed live on YouTube and LinkedIn. Andreas's Academy, LearnDataEngineering: https://learndataengineering.com/ #dataengineering #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Matt Siomra joins the Monday Morning Data Chat to discuss how to cut through the hype and become a Customer Data Champion.   Please note - Matt Siorma's audio had some issues, but the discussion is intact. Streamed live on YouTube and LinkedIn #data #masterdata #datagovernance --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Kevin Hu (CEO/Co-founder of Metaplane) joins the Monday Morning Data Chat to discuss the trends in data observability in 2022. Streamed live on LinkedIn and YouTube.   #dataengineering #dataobservability #metaplane --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

It's 2022! Ben Rogojan (aka The Seattle Data Guy) joins the Monday Morning Data Chat to talk about all things data engineering.   Streamed live on YouTube and LinkedIn.   #dataengineering #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Joe and Matt chat about data engineering vs ML engineering. #machinelearning #mlops #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

In this Monday Morning Data Chat, Matt and Joe discuss their favorite things in data for 2021, and their data predictions for 2022. Streamed live on LinkedIn and YouTube #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Hiring is hard. It will likely be harder in 2022. How do you find data engineers in a very tight job market? Are you better off trying to build data engineers within your company? Streamed live on LinkedIn and YouTube #hiring #dataengineering #datatalent --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

In this Monday Morning Data Chat, Joe and Matt review the data-related announcements from AWS re:Invent, plus a random rant on data science and risk management.   Streamed live on LinkedIn and YouTube #dataengineering #aws #ternarydata --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Pardhu Gunnam (CEO @ Metaphor) and Mars Lan (CTO @ Metaphor) - also both co-creators of LinkedIn's DataHub - join the Monday Morning Data Chat to talk about metadata + data catalogs.   #datacatalog #metadata #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Chris Tabb joins the Monday Morning Data Chat to chat about career advice. #dataengineering #data #careeradvice --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Ben Rogojan (The Seattle Data Guy) joins the Monday Morning Data Chat to chat about career advice for data engineers (new and current). #dataengineering #data #careeradvice --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Al Bellamy joins the Monday Morning Data Chat to discuss how he transitioned from a full-time military career to getting a job as an analyst. This episode is chock full of useful advice for people who want to get a job as an analyst.   #data #analytics #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

The legendary "Data Whisperer", Scott Taylor, joins the Monday Morning Data Chat to discuss master data - what it is, and why you should care. Scott pulls no punches, and this is a fun and candid conversation. Streamed live on LinkedIn and YouTube #data #masterdata #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

"Observability October" continues! This week, we have Josh Benamram (CEO of Databand) on the show to talk about data quality and data observability, and where they fit into your data pipeline. Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Andy Dang joins the Monday Morning Data Chat to discuss ML and data observability. If you're an ML or data engineer - or want to learn more about observability - you'll learn a lot from Andy! Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Lior Gavish (CTO, co-founder @ Monte Carlo) joins the Monday Morning Data Chat to discuss data observability, and how you can start doing it in your stack today. Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe review amazing Matt Turck's 2021 Machine Learning, AI and Data (MAD) Landscape. They discuss the article and their thoughts on how this affects data engineers in 2021 and beyond. Article: https://mattturck.com/data2021/ Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Communication is key for data teams and is often overlooked.   Matt, Joe, and Aaron (Ternary Data's newest data engineer) give some tips for communicating with stakeholders. #dataengineering #communication #datateams --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

What is multi-cloud, and is it right for you? We discuss a Wall Street Journal article about Wells Fargo's adoption of multi-cloud, as well as the pros and cons of multi-cloud.   WSJ article: https://www.wsj.com/articles/wells-fargo-embraces-multicloud-with-microsoft-google-deals-11631717100?mod=hp_minor_pos5 Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe unveil the Undercurrents of Data Engineering. The next big thing in data engineering. Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

In late 2021, hiring and retaining data engineers is tough. Matt and Joe discuss some of their experiences, and look at some trends.   Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Felix Eggert joins us to discuss his recent article, "From Data Driven to Driving Data— The Dysfunctions of Data Engineering", plus listener Q&A. From Data Driven to Driving Data— The dysfunctions of Data Engineering (article): https://medium.com/@mrtrustworthy/from-data-driven-to-driving-data-the-dysfunctions-of-data-engineering-34c34496ed8e Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

What is the Data Engineering Lifecycle? Joe and Matt describe what it is, dive into the components of it, as well as answer listener questions.  Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Avery Smith joins the Monday Morning Data Chat to talk about careers in data. Are you trying to get into data science, analytics or data engineering? We're here to answer career advice questions. Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Regular guest Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering.  We also take listener Q&A from YouTube Live and LinkedIn Live. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Where is Data Engineering Going? With growing abstraction and proliferation of data tools and best practices, data engineering is changing. But how? Let's chat and try to answer this. With live listener Q&A --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's talk about cloud certifications! What's the Ternary team's experience with cloud certs? Should you get a cloud cert? If so, which ones should you get, and how should you prepare? We answer these questions, along with live listener Q&A. --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Jordan Goldmeier, author of "Becoming a Data Head: How to Think, Speak and Understand Data Science, Statistics and Machine Learning", joins Matt and Joe on the Monday Morning Data Chat to talk about his book, and whatever else is on his mind. Becoming a Data Head: https://www.amazon.com/Becoming-Data-Head-Understand-Statistics/dp/1119741742 --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

It's the July 4th holiday, so we're taking a break. Here's a popular Monday Morning Data Chat episode from earlier this year. Enjoy! NoSQL was very popular in the 2010's. What about in 2021? Or have the tables (no pun intended) turned on NoSQL? And what about SQL in 2021?  Listen and learn more...   Link to article, Stack Overflow Blog: Have the tables turned on NoSQL? https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql/   --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering. We also take listener Q&A on LinkedIn Live and YouTube Live. --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe discuss Bruno Aziza's awesome weekly article/video about "What Is Data Engineering?", as well as the Data Engineering Manifesto. Also Listener Q&A. Enjoy! Bruno Aziza blog - https://medium.com/be-data-driven/what-is-data-engineering-fe158db36c1e Data Engineering Manifesto - https://connectingdots.xyz/blog/posts/2021/05/the-data-engineering-manifesto/ --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's discuss the trends and factors about the software  engineering skills a data engineer should have. Listener questions and comments are welcome! Note - Monday Morning Data Chat is moving to a purely live format. Each Monday at 9am MST, Matt and Joe will broadcast live on LinkedIn Live and YouTube Live. Please subscribe to YouTube or follow Joe Reis on LinkedIn if you'd like to be notified when the episode airs. The discussion will be available as a podcast shortly after it airs. Thanks for your support! --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

How should data engineers and data scientists effectively communicate? This is a big challenge for many data teams. In this Monday Morning Data Chat, we explore this question, and much more.  If you're on a data team with communication team - or manage one - this is a great episode for you! --------------------------- Timestamps:  Intro 0:00  Topic intro 1:47  Bad, yet common pattern - silos 3:00  The importance of empath 5:51  Collaboration tips 7:30  Aligning incentives 11:48  Documentation, version control, etc 13:31  Closing thoughts 16:09 --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

In this Monday Morning Data Chat, we discuss the article, Potemkin Data Science, and how it also applies to data engineering. This was broadcast live on YouTube and LinkedIn Live, so you can also find the video version on those platforms. Potemkin Data Science article: https://mcorrell.medium.com/potemkin-data-science-fba2b5ba5cc6 #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Joe joins us from the beach (please excuse the choppy audio on Joe's phone) to chat with Matt about metadata driven architecture. We discuss Raghu Murthy's fantastic talk at the Utah Data Engineering Meetup about metadata-first architecture, orchestration, and why metadata is going to play a central role in data engineering over the next several years. Raghu's talk at the Utah Data Engineering Meetup: https://www.youtube.com/watch?v=Q2v1xO_ADns Metadata-first architecture (Article at Datacoral): https://www.datacoral.com/blog/how-to-use-metadata-to-future-proof-your-data-stack/ #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's talk data engineering! We did a live Monday Morning Data Chat, and answered listener questions in a live Q&A on LinkedIn Live and YouTube.  #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we talk about this article from LakeFs on the State of Data Engineering in 2021. We give our candid take, and much more. Enjoy!  LakeFS article Matt Turck's 2020 data landscape slide #dataengineering #datascience #data ------------------------------------  Timestamps  Intro - 0:00  Proliferation of tools - 2:00 Data lakes and data warehouses - 7:30 Metadata and metastores - 9:30 Data science and analytics usability - 16:15 Organizational metadata - 18:05 Observations and predictions - 19:30 Tool consolidation in the data industry - 25:50 The rapidly evolving data space - 35:30 --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Cloud data warehouses such as Snowflake, BigQuery, and Redshift are hugely popular. And rightfully so - they work great for modern data needs. However, people often make costly mistakes when trying to use them.    This week, we discuss some very common anti-patterns - and solutions for better usage - with cloud data warehouses. We cover general CDW concerns, and best practices for loading and querying data. Enjoy! --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we discuss two articles related related to the Open Data Ecosystem. We give our thoughts on why interoperability is the killer feature of the new open data movement, some challenges with the open data ecosystem, and why it's important to always focus on your end users.   Articles discussed:   What is the Open Data Ecosystem and Why it’s Here To Stay Choosing Open Wisely --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we answer a popular question - "Should I go to grad school to advance my data career?" We discuss the big considerations of graduate school, the pros and cons, potential programs for data science and data engineering, and whether bootcamps are a viable alternative to graduate school. --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week we discuss a VERY popular question we're often asked - "How do I create a data engineering project portfolio?"    We cover some ideas for what to include in your project portfolio, as well as some suggestions for making it visible to potential hiring managers and recruiters. --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week we discuss a VERY popular question we're often asked - "How do I create a data engineering project portfolio?". We cover some ideas for what to include in your project portfolio, as well as some suggestions for making it visible to potential hiring managers and recruiters. This is a live Q&A on LinkedIn Live.  Note: Apologies in advance for Joe's mic, which cut out during the first part of the episode. -------------------------------------   TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg