The Engineering Side of Data: Recent Episodes

Bob Haffner

Discussions around Data Engineering

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Alex Debrie and Bob Haffner recap their favorite announcements from 2023 re:Invent

data #dataengineering #aws

Connect with AlexTwitter: @alexbdebrieBlog: alexdebrie.comBook: dynamodbbook.comPodcast: youtube.com/@SoftwareHuddle

Connect with BobTwitter - @bobhaffnerLinkedIn - linkedin.com/in/bobhaffner

Alex’s talkhttps://www.youtube.com/watch?v=PVUofrFiS_A

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Juan Pablo (JP) Urrutia and Bob Haffner discuss Data Quality #data #dataengineering #dataquality

Connect with JP

Twitter - @the_datachefLinkedin - https://www.linkedin.com/in/jpurrutia

Substack - https://substack.com/@thedatachef

Connect with Bob

Twitter - @bobhaffner

LinkedIn - https://www.linkedin.com/in/bobhaffner

Follow the show on Twitter @EngSideOfData

Data quality camp slack community:https://join.slack.com/t/dataqualitycamp/shared_invite/zt-2452i21wm-iZjqABfR7Hr8gcsshYuh2A

Data Quality Fundamentals Book

https://www.oreilly.com/library/view/data-quality-fundamentals/9781098112035/

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Roy Hasson and Bob Haffner recap the 2023 Snowflake Summit.

data #dataengineering #snowflake

Connect with Roy

Linkedin - https://www.linkedin.com/in/royhasson/

Connect with Bob

Twitter - @bobhaffner

LinkedIn - https://www.linkedin.com/in/bobhaffner

Follow the show on Twitter

@EngSideOfData

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Arjun Bansil and Bob Haffner chat about Ajun's start in Data Engineering#data #dataengineering Connect with ArjunLinkedin - https://www.linkedin.com/in/arjun-bansil/Connect with BobTwitter - @bobhaffnerLinkedIn - https://www.linkedin.com/in/bobhaffner

Follow the show on Twitter

@EngSideOfData

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Joseph Machado and Bob Haffner discuss the many aspects of developer ergonomics and how they relate to data engineering.  

data #dataengineering

Connect with Joseph 

Blog - https://www.startdataengineering.com/

Linkedin - https://www.linkedin.com/in/josephmachado1991/ 

Connect with Bob

Twitter - @bobhaffner

LinkedIn - https://www.linkedin.com/in/bobhaffner

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Alex Debrie and Bob Haffner recap their favorite announcements from 2022 re:Invent

data #dataengineering #aws

Connect with Alex

Twitter: @alexbdebrie

Blog: alexdebrie.com

Book: dynamodbbook.com

Connect with Bob

Twitter - @bobhaffner

LinkedIn - linkedin.com/in/bobhaffner

Top Announcements

https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2022/

Yan Cui’s Choreography vs Orchestration blog post

https://theburningmonk.com/2020/08/choreography-vs-orchestration-in-the-land-of-serverless/

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Join Eric Tolotti and Bob Haffner for a discussion about Data Lakes, Data Lakehouses and Data Warehouses

data #dataengineering #datalake #datalakehouse #datawarehouses

Check out Eric's YT channel

https://www.youtube.com/c/nullQueries

Connect with Bob

Twitter - @bobhaffner

LinkedIn - linkedin.com/in/bobhaffner

Show notes

nullQueries’ Intro to the Data LakeHouse

https://www.youtube.com/watch?v=yDXgvsnmUCs

nullQueries’ Do you Need a Data Warehouse

https://www.youtube.com/watch?v=K12lMYE3k0s

nullQueries’  Dealing With Bad Analytics Requirements

https://www.youtube.com/watch?v=8Td0A50cWzw

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Join Alex Merced and Bob Haffner for a discussion about the Open Data Lakehouse concept  

data #dataengineering #datalake #datalakehouse

Connect with Alex 

Twitter - @amdatalakehouse  

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner   

Show notes  

The DataNation Podcast  

Available on iTunes/Spotify/Stitcher  

The Subsurface Data Lakehouse Community 

dremio.com/subsurface  

Dremio 

dremio.com  

Follow the podcast on Twitter @EngSideOfData

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Sven Balnojan and Bob Haffner discuss the goals and principles of Functional Data Engineering  

data #dataengineering #functionaldataengineering

Connect with Sven 

Twitter - @sbalnojan 

LinkedIn - linkedin.com/in/dr-sven-balnojan-a55b4072 

Blog - https://medium.com/three-data-point-thursday  

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

Follow the podcast on Twitter @EngSideOfData  

Show Notes  

https://github.com/sbalnojan/easy-functional-data-engineering  

http://svenbalnojan.com/  

https://maximebeauchemin.medium.com/functional-data-engineering-a-modern-paradigm-for-batch-data-processing-2327ec32c42a  

Infrastructure as Code by Keif Morris 

https://infrastructure-as-code.com/book/

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Michael Meyer and Bob Haffner chat about data catalogs  

data #dataengineering #datacatalogs

Connect with Mike 

Twitter - @dataguyatheart 

LinkedIn - linkedin.com/in/michael-meyer-6972286  

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

Follow the podcast on Twitter @EngSideOfData

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Johnny and Bob discuss Glue the serverless ETL tool from AWS  

dataengineering #etl #aws

Connect with Johnny  

Youtube Channel 

https://www.youtube.com/c/JohnnyChivers  

The QuestionBank - Completely free Bank of community Questions AWS Certifications developed on AWS Amplify 

https://www.thequestionbank.io/  

Personal Website for Contact, forum and free AWS learning resource 

https://johnnychivers.co.uk/  

Connect with Bob  

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner

https://twitter.com/EngSideOfData

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Mário Pereira and Bob Haffner chat about Data Engineering at the Edge  

data #dataengineering #iot #edge #edgecomputing

Connect with Mário

LinkedIn - linkedin.com/in/xmariopereira/  

Connect with Bob Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

Vopak is hiring (https://www.werkenbijvopak.nl/vacatures?lastchecked=discipline&discipline=9)

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Adi Polak and Bob Haffner host a Twitter Spaces conversation on Careers and Community in Data Engineering.  

data #dataengineering

Connect with Adi 

Twitter - @AdiPolak  

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

Join the Community - https://lakefs.io/community/

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Cindi, Mike and Bob are back with the sequel to their 2021 Data Vault conversation.

Check out the upcoming World Wide Data Vault Consortium!

https://wwdvc.com/

Part 1 of this discussion

https://www.youtube.com/watch?v=4U9HcFS93tM

Connect with Cindi

Twitter - @Data_Rebels

Connect with Mike

Twitter - @dataguyatheart

LinkedIn - linkedin.com/in/michael-meyer-6972286

Connect with Bob

Twitter - @bobhaffner

LinkedIn - linkedin.com/in/bobhaffner

Show notes

Learn More: https://www.datavaultalliance.com - THE Standards Board for DV2 and Certification Education

https://www.datarebels.com - Authorized Training Partner, CDVP2 Certified Instruction, and Consulting Services

https://www.danLinstedt.com - Extensive Blogs by Daniel Linstedt, Data Vault Inventor and Found

https://kentgraziano.com/ - Kent Graziano's Data Warrior Blogs

https://twitter.com/dlinstedt

Participation and Getting Involved:

https://www.wwdvc.com - Annual Data Vault Conference

https://www.meetup.com/data-vault-north-american-user-group - Data Vault North American User' Group

https://www.linkedin.com/groups/9050802/ - Data Vault North American Users' Group LinkedIn Profile

Certified DV2 Training and Education:

https://datarebels.com/get-schooled/

https://datavaultalliance.com/certification/authorized-trainers/

https://datavaultalliance.com/event-directory/

https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/

Other Resources:

Building a Scalable Data Warehouse with Data Vault 2.0 Published by Elsevier Paperback ISBN: 9780128025109 eBook ISBN: 9780128026489

Amazon: https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&dchild=1&keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&qid=1633796921&sprefix=building+a+scala%2Caps%2C148&sr=8-1

data. #dataengineering #datavault

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Brian McMillan and Bob Haffner talk about Data Engineering for Data Discovery

data #dataengineering #elt #etl #analysticsengineering

Connect with Brian

Like to discuss this further? First 5 people to schedule a meeting with me and receive a free copy of the book (https://calendly.com/building-data-products).

Purchase the book: https://www.minimumviablearchitecture.com

Brian McMillan – Brian [at] minimumviablearchitecture.com

Twitter – @brianmcmillan01

LinkedIn – linkedin.com/in/brianmcmillan01

GitHub – https://github.com/brianmcmillan/intro_to_data_and_analytics_engineering

Schedule a discussion – https://www.minimumviablearchitecture.com/contact.html

The Book: Building Data Products: Introduction to Data and Analytics Engineering for non-programmers – https://www.minimumviablearchitecture.com

Full Length Demo - https://www.youtube.com/watch?v=xLjQhz1KJoQ&t=4s

Connect with Bob

Twitter - @bobhaffner

LinkedIn - linkedin.com/in/bobhaffner

Links: 3X - Kent Beck – https://www.youtube.com/watch?v=FlJN6_4yI2A

Why Use Make (Mike Bostock) – https://bost.ocks.org/mike/make/

SQLite – https://www.sqlite.org/index.htm, https://blog.wesleyac.com/posts/consider-sqlite

Building Production Applications Using Go & SQLite – https://www.youtube.com/watch?v=XcAYkriuQ1o)

CSVkit – https://csvkit.readthedocs.io/en/latest/

SQLite-Utils – https://sqlite-utils.datasette.io/en/stable/

Datasette – https://datasette.io

Vega Lite –https://vega.github.io/vega-lite/

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Dan Silberman and Bob Haffner discuss the traditional approach of Extract, Transform and Load (ETL) vs Extract, Load and Transform (ELT).   What each one means, why has ELT become so popular and how ELT will evolve.

data #dataengineering #elt #etl #analysticsengineering

Check out Mozart Data 

https://www.mozartdata.com/ 

Connect with Bob

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner

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Alex DeBrie joins Bob Haffner to recap the 2021 re:Invent from the data perspective  

data #dataengineering

Connect with Alex 

Twitter: @alexbdebrie 

Blog - alexdebrie.com 

Book - dynamodbbook.com   

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner

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Arjun Narayan and Bob Haffner discuss the state of streaming.  

Connect with Arjun

Twitter - @narayanarjun 

LinkedIn - linkedin.com/in/arjunravinarayan/  

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

Show Notes 

Materialize website - materialize.com 

Materialize Twitter - @MaterializeInc 

Materialize LinkedIn - https://www.linkedin.com/company/materializeinc

Kafka is not a database blog post - https://materialize.com/kafka-is-not-a-database/

Streaming SQL blog post - https://materialize.com/streaming-sql-intro/ 

data #dataengineering #streaming

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Cindi Meyersohn joins Michael Meyer and Bob Haffner for a discussion about Data Vault.

Connect with Cindi

Twitter - @Data_Rebels

Connect with Mike

Twitter - @dataguyatheart

LinkedIn - linkedin.com/in/michael-meyer-6972286

Connect with Bob

Twitter - @bobhaffner

LinkedIn - linkedin.com/in/bobhaffner

Show notes

Learn More:

https://www.datavaultalliance.com - THE Standards Board for DV2 and Certification Education

https://www.datarebels.com - Authorized Training Partner, CDVP2 Certified Instruction, and Consulting Services

https://www.danLinstedt.com - Extensive Blogs by Daniel Linstedt, Data Vault Inventor and Found

https://kentgraziano.com/ - Kent Graziano's Data Warrior Blogs

https://twitter.com/dlinstedt

Participation and Getting Involved:

https://www.wwdvc.com - Annual Data Vault Conference

https://www.meetup.com/data-vault-north-american-user-group - Data Vault North American User' Group

https://www.linkedin.com/groups/9050802/ - Data Vault North American Users' Group LinkedIn Profile

Certified DV2 Training and Education:

https://datarebels.com/get-schooled/

https://datavaultalliance.com/certification/authorized-trainers/

https://datavaultalliance.com/event-directory/

https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/

Other Resources:

Building a Scalable Data Warehouse with Data Vault 2.0 Published by Elsevier Paperback ISBN: 9780128025109 eBook ISBN: 9780128026489

Amazon:

https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&dchild=1&keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&qid=1633796921&sprefix=building+a+scala%2Caps%2C148&sr=8-1

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Caleb Welchans and Bob Haffner discuss GIS.  GIS is a topic that everyone in data should be familiar with.    

Connect with Caleb 

Twitter - @calebwelchans 

LinkedIn - linkedin.com/in/welchans       

Intro/Outro music by John Yasut  

data #dataengineering #gis

Connect with Bob 

Twitter - @bobhaffner 

LinkedIn - linkedin.com/in/bobhaffner  

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Johnny Chivers and Bob Haffner discuss Data Lakes on AWS.

Connect with Johnny!  

Youtube Channel 

The QuestionBank - Completely free Bank of community Questions AWS Certifications developed on AWS Amplify   

Personal Website - Contact, forum and free AWS learning resource   

Please Like, Subscribe and Comment!

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I'm joined by Bartosz Mikulski for this discussion involving Data Pipeline Testing.

Check out the video version on YT 

https://www.youtube.com/watch?v=RebyV0lJ_Aw

Connect with Bartosz

LinkedIn | Twitter | Blog

Intro/Outro music by John Yasut

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I'm joined by Kelly Burdine for this discussion involving Analytics Engineering.

Kelly Burdine

https://www.linkedin.com/in/kellyburdine/

Intro/Outro music by John Yasut

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I'm joined by Michael Meyer for this discussion about cloud data warehouses.

Michael Meyer

@dataguyatheart

https://www.linkedin.com/in/michael-meyer-6972286

Intro/Outro by John Yasut

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A podcast about Data Engineering and the edges of this critical and ever-changing domain

Intro/Outro by John Yasut