Roy Hasson

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

Roy Hasson and Bob Haffner recap the 2023 Snowflake Summit. #data #dataengineering #snowflake  Connect with Roy  Linkedin - <a href="https://www.linkedin.com/in/royhasson/" rel="nofollow" target="_blank">https://www.linkedin.com/in/royhasson/</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="https://www.youtube.com/redirect?event=video_description&amp;redir_token=QUFFLUhqbEtnbUk0Q1REMDN4NzYzRmpqWGFaS0xQc3VEUXxBQ3Jtc0ttMGNiZFNqVWUxRHB4dm9NS0JGTlVWYTRoY1FyalUzT2YwdldVQkxSVF9WSmRIRXpLWGhueThLdDk5TW1za3JaWVhlRVpLakhlUWFKLTV2SDc4T2lESTRWM1hoQjIxRWJLUy11UkR1N3ZsU0xValhQYw&amp;q=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fbobhaffner&amp;v=YJyifEJYLrA" rel="nofollow" target="_blank">https://www.linkedin.com/in/bobhaffner</a> Follow the show on Twitter  @EngSideOfData

2023 Snowflake Summit Recap with Roy Hasson

Arjun Bansil and Bob Haffner chat about Ajun's start in Data Engineering  #data #dataengineering   Connect with Arjun Linkedin - https://www.linkedin.com/in/arjun-bansil/  Connect with Bob Twitter - @bobhaffner LinkedIn - https://www.linkedin.com/in/bobhaffner  Follow the show on Twitter  @EngSideOfData

Arjun Bansil and Bob Haffner chat about Ajun's start in Data Engineering #data #dataengineering Connect with Arjun Linkedin - <a href="https://www.linkedin.com/in/arjun-bansil/" rel="nofollow" target="_blank">https://www.linkedin.com/in/arjun-bansil/</a> Connect with Bob Twitter - @bobhaffner LinkedIn - <a href="https://www.linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">https://www.linkedin.com/in/bobhaffner</a> Follow the show on Twitter @EngSideOfData

Starting a Career in Data Engineering with Arjun Bansil

Joseph Machado

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

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 - <a href="https://www.startdataengineering.com/" rel="nofollow" target="_blank">https://www.startdataengineering.com/</a> Linkedin - <a href="https://www.linkedin.com/in/josephmachado1991/" rel="nofollow" target="_blank">https://www.linkedin.com/in/josephmachado1991/</a> Connect with Bob Twitter - @bobhaffner LinkedIn - <a href="https://www.linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">https://www.linkedin.com/in/bobhaffner</a>

Developer Ergonomics with Joseph Machado

Alex DeBrie

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/

Alex Debrie and Bob Haffner recap their favorite announcements from 2022 re:Invent   #data #dataengineering #aws    Connect with Alex Twitter: @alexbdebrie  Blog: <a href="http://alexdebrie.com" rel="nofollow" target="_blank">alexdebrie.com</a> Book: <a href="http://dynamodbbook.com" rel="nofollow" target="_blank">dynamodbbook.com</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Top Announcements  <a href="https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2022/" rel="nofollow" target="_blank">https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2022/</a> Yan Cui’s Choreography vs Orchestration blog post  <a href="https://theburningmonk.com/2020/08/choreography-vs-orchestration-in-the-land-of-serverless/" rel="nofollow" target="_blank">https://theburningmonk.com/2020/08/choreography-vs-orchestration-in-the-land-of-serverless/</a>

2022 re:Invent Data Recap with Alex DeBrie

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

Join Eric Tolotti and Bob Haffner for a discussion about Data Lakes, Data Lakehouses and Data Warehouses <a href="https://www.youtube.com/hashtag/data" rel="nofollow" target="_blank">#data</a> <a href="https://www.youtube.com/hashtag/dataengineering" rel="nofollow" target="_blank">#dataengineering</a> <a href="https://www.youtube.com/hashtag/datalake" rel="nofollow" target="_blank">#datalake</a> <a href="https://www.youtube.com/hashtag/datalakehouse" rel="nofollow" target="_blank">#datalakehouse</a> #datawarehouses Check out Eric's YT channel <a href="https://www.youtube.com/c/nullQueries" rel="nofollow" target="_blank">https://www.youtube.com/c/nullQueries</a> Connect with Bob Twitter - @bobhaffner LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Show notes nullQueries’ Intro to the Data LakeHouse <a href="https://www.youtube.com/watch?v=yDXgvsnmUCs" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=yDXgvsnmU</a>Cs nullQueries’ Do you Need a Data Warehouse <a href="https://www.youtube.com/watch?v=K12lMYE3k0s" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=K12lMYE3k0s</a> nullQueries’  Dealing With Bad Analytics Requirements <a href="https://www.youtube.com/watch?v=8Td0A50cWzw" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=8Td0A50cWzw</a>

Data Lakes, Data Lakehouses and Data Warehouses with Eric Tolotti

Alex Merced

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

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 - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Show notes   The DataNation Podcast   Available on iTunes/Spotify/Stitcher   The Subsurface Data Lakehouse Community  <a href="http://dremio.com/subsurface" rel="nofollow" target="_blank">dremio.com/subsurface</a> Dremio  <a href="http://dremio.com" rel="nofollow" target="_blank">dremio.com</a> Follow the podcast on Twitter @EngSideOfData

The Open Data Lakehouse with Alex Merced

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/

Sven Balnojan and Bob Haffner discuss the goals and principles of Functional Data Engineering   #data #dataengineering #functionaldataengineering   Connect with Sven  Twitter - @sbalnojan  LinkedIn - <a href="http://linkedin.com/in/dr-sven-balnojan-a55b4072" rel="nofollow" target="_blank">linkedin.com/in/dr-sven-balnojan-a55b4072</a> Blog - <a href="https://medium.com/three-data-point-thursday" rel="nofollow" target="_blank">https://medium.com/three-data-point-thursday</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Follow the podcast on Twitter @EngSideOfData   Show Notes   <a href="https://github.com/sbalnojan/easy-functional-data-engineering" rel="nofollow" target="_blank">https://github.com/sbalnojan/easy-functional-data-engineering</a> <a href="http://svenbalnojan.com/" rel="nofollow" target="_blank">http://svenbalnojan.com/</a> <a href="https://maximebeauchemin.medium.com/functional-data-engineering-a-modern-paradigm-for-batch-data-processing-2327ec32c42a" rel="nofollow" target="_blank">https://maximebeauchemin.medium.com/functional-data-engineering-a-modern-paradigm-for-batch-data-processing-2327ec32c42a</a> Infrastructure as Code by Keif Morris  <a href="https://infrastructure-as-code.com/book/" rel="nofollow" target="_blank">https://infrastructure-as-code.com/book/</a>

Functional Data Engineering with Sven Balnojan

Michael Meyer

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

Michael Meyer and Bob Haffner chat about data catalogs   #data #dataengineering #datacatalogs  Connect with Mike  Twitter - @dataguyatheart  LinkedIn - <a href="http://linkedin.com/in/michael-meyer-6972286" rel="nofollow" target="_blank">linkedin.com/in/michael-meyer-6972286</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Follow the podcast on Twitter @EngSideOfData

Data Catalogs with Michael Meyer

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

Johnny and Bob discuss Glue the serverless ETL tool from AWS   #dataengineering #etl #aws    Connect with Johnny   Youtube Channel  <a href="https://www.youtube.com/c/JohnnyChivers" rel="nofollow" target="_blank">https://www.youtube.com/c/JohnnyChivers</a> The QuestionBank - Completely free Bank of community Questions AWS Certifications developed on AWS Amplify  <a href="https://www.thequestionbank.io/" rel="nofollow" target="_blank">https://www.thequestionbank.io/</a> Personal Website for Contact, forum and free AWS learning resource  <a href="https://johnnychivers.co.uk/" rel="nofollow" target="_blank">https://johnnychivers.co.uk/</a> Connect with Bob   Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> <a href="https://twitter.com/EngSideOfData" rel="nofollow" target="_blank">https://twitter.com/EngSideOfData</a>

AWS Glue with Johnny Chivers

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&amp;discipline=9)

Mário Pereira and Bob Haffner chat about Data Engineering at the Edge   #data #dataengineering #iot #edge #edgecomputing    Connect with Mário LinkedIn - <a href="http://linkedin.com/in/xmariopereira/" rel="nofollow" target="_blank">linkedin.com/in/xmariopereira/</a> Connect with Bob Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Vopak is hiring (<a href="https://www.werkenbijvopak.nl/vacatures?lastchecked=discipline&amp;discipline=9" rel="nofollow" target="_blank">https://www.werkenbijvopak.nl/vacatures?lastchecked=discipline&amp;discipline=9</a>)

Data Engineering at the Edge with Mário Pereira

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/

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 - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Join the Community - <a href="https://lakefs.io/community/" rel="nofollow" target="_blank">https://lakefs.io/community/</a>

Careers and Community with Adi Polak

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&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1  #data. #dataengineering #datavault

Cindi, Mike and Bob are back with the sequel to their 2021 Data Vault conversation.   Check out the upcoming World Wide Data Vault Consortium!  <a href="https://wwdvc.com/" rel="nofollow" target="_blank">https://wwdvc.com/</a> Part 1 of this discussion <a href="https://www.youtube.com/watch?v=4U9HcFS93tM" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=4U9HcFS93tM</a> Connect with Cindi  Twitter - @Data_Rebels   Connect with Mike Twitter - @dataguyatheart  LinkedIn - <a href="http://linkedin.com/in/michael-meyer-6972286" rel="nofollow" target="_blank">linkedin.com/in/michael-meyer-6972286</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Show notes   Learn More: <a href="https://www.datavaultalliance.com" rel="nofollow" target="_blank">https://www.datavaultalliance.com</a> - THE Standards Board for DV2 and Certification Education   <a href="https://www.datarebels.com" rel="nofollow" target="_blank">https://www.datarebels.com</a> - Authorized Training Partner, CDVP2 Certified Instruction, and Consulting Services   <a href="https://www.danLinstedt.com" rel="nofollow" target="_blank">https://www.danLinstedt.com</a> - Extensive Blogs by Daniel Linstedt, Data Vault Inventor and Found   <a href="https://kentgraziano.com/" rel="nofollow" target="_blank">https://kentgraziano.com/</a> - Kent Graziano's Data Warrior Blogs   <a href="https://twitter.com/dlinstedt" rel="nofollow" target="_blank">https://twitter.com/dlinstedt</a> Participation and Getting Involved:  <a href="https://www.wwdvc.com" rel="nofollow" target="_blank">https://www.wwdvc.com</a> - Annual Data Vault Conference  <a href="https://www.meetup.com/data-vault-north-american-user-group" rel="nofollow" target="_blank">https://www.meetup.com/data-vault-north-american-user-group</a> - Data Vault North American User' Group  <a href="https://www.linkedin.com/groups/9050802/" rel="nofollow" target="_blank">https://www.linkedin.com/groups/9050802/</a> - Data Vault North American Users' Group LinkedIn Profile   Certified DV2 Training and Education:  <a href="https://datarebels.com/get-schooled/" rel="nofollow" target="_blank">https://datarebels.com/get-schooled/</a> <a href="https://datavaultalliance.com/certification/authorized-trainers/" rel="nofollow" target="_blank">https://datavaultalliance.com/certification/authorized-trainers/</a> <a href="https://datavaultalliance.com/event-directory/" rel="nofollow" target="_blank">https://datavaultalliance.com/event-directory/</a> <a href="https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/" rel="nofollow" target="_blank">https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/</a> Other Resources:  Building a Scalable Data Warehouse with Data Vault 2.0 Published by Elsevier Paperback ISBN: 9780128025109 eBook ISBN: 9780128026489  Amazon:  <a href="https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1" rel="nofollow" target="_blank">https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1</a> #data. #dataengineering #datavault

Data Vault Part 2 with Cindi Meyersohn

Brian McMillan

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&amp;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 &amp; 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/

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 (<a href="https://calendly.com/building-data-products" rel="nofollow" target="_blank">https://calendly.com/building-data-products</a>).   Purchase the book: <a href="https://www.minimumviablearchitecture.com" rel="nofollow" target="_blank">https://www.minimumviablearchitecture.com</a> Brian McMillan – Brian [at] <a href="http://minimumviablearchitecture.com" rel="nofollow" target="_blank">minimumviablearchitecture.com</a> Twitter – @brianmcmillan01  LinkedIn – <a href="http://linkedin.com/in/brianmcmillan01" rel="nofollow" target="_blank">linkedin.com/in/brianmcmillan01</a> GitHub – <a href="https://github.com/brianmcmillan/intro_to_data_and_analytics_engineering" rel="nofollow" target="_blank">https://github.com/brianmcmillan/intro_to_data_and_analytics_engineering</a> Schedule a discussion – <a href="https://www.minimumviablearchitecture.com/contact.html" rel="nofollow" target="_blank">https://www.minimumviablearchitecture.com/contact.html</a> The Book: Building Data Products: Introduction to Data and Analytics Engineering for non-programmers – <a href="https://www.minimumviablearchitecture.com" rel="nofollow" target="_blank">https://www.minimumviablearchitecture.com</a> Full Length Demo - <a href="https://www.youtube.com/watch?v=xLjQhz1KJoQ&amp;t=4s" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=xLjQhz1KJoQ&amp;t=4s</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Links: 3X - Kent Beck – <a href="https://www.youtube.com/watch?v=FlJN6_4yI2A" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=FlJN6_4yI2A</a> Why Use Make (Mike Bostock) – <a href="https://bost.ocks.org/mike/make/" rel="nofollow" target="_blank">https://bost.ocks.org/mike/make/</a> SQLite – <a href="https://www.sqlite.org/index.htm" rel="nofollow" target="_blank">https://www.sqlite.org/index.htm</a>, <a href="https://blog.wesleyac.com/posts/consider-sqlite" rel="nofollow" target="_blank">https://blog.wesleyac.com/posts/consider-sqlite</a> Building Production Applications Using Go &amp; SQLite – <a href="https://www.youtube.com/watch?v=XcAYkriuQ1o" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=XcAYkriuQ1o</a>)  CSVkit – <a href="https://csvkit.readthedocs.io/en/latest/" rel="nofollow" target="_blank">https://csvkit.readthedocs.io/en/latest/</a> SQLite-Utils – <a href="https://sqlite-utils.datasette.io/en/stable/" rel="nofollow" target="_blank">https://sqlite-utils.datasette.io/en/stable/</a> Datasette – <a href="https://datasette.io" rel="nofollow" target="_blank">https://datasette.io</a> Vega Lite –<a href="https://vega.github.io/vega-lite/" rel="nofollow" target="_blank">https://vega.github.io/vega-lite/</a>

Data Engineering for Data Discovery with Brian McMillan

Dan Silberman

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

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  <a href="https://www.mozartdata.com/" rel="nofollow" target="_blank">https://www.mozartdata.com/</a> Connect with Bob Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a>

ETL vs ELT with Dan Silberman

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

Alex DeBrie joins Bob Haffner to recap the 2021 re:Invent from the data perspective   #data #dataengineering  Connect with Alex  Twitter: @alexbdebrie  Blog - <a href="http://alexdebrie.com" rel="nofollow" target="_blank">alexdebrie.com</a> Book - <a href="http://dynamodbbook.com" rel="nofollow" target="_blank">dynamodbbook.com</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a>

2021 re:Invent Data Recap with Alex DeBrie

Arjun Narayan

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

Arjun Narayan and Bob Haffner discuss the state of streaming.   Connect with Arjun Twitter - @narayanarjun  LinkedIn - <a href="http://linkedin.com/in/arjunravinarayan/" rel="nofollow" target="_blank">linkedin.com/in/arjunravinarayan/</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Show Notes  Materialize website - <a href="http://materialize.com" rel="nofollow" target="_blank">materialize.com</a> Materialize Twitter - @MaterializeInc  Materialize LinkedIn - <a href="https://www.linkedin.com/company/materializeinc" rel="nofollow" target="_blank">https://www.linkedin.com/company/materializeinc</a> Kafka is not a database blog post - <a href="https://materialize.com/kafka-is-not-a-database/" rel="nofollow" target="_blank">https://materialize.com/kafka-is-not-a-database/</a> Streaming SQL blog post - <a href="https://materialize.com/streaming-sql-intro/" rel="nofollow" target="_blank">https://materialize.com/streaming-sql-intro/</a> #data #dataengineering #streaming

The State of Streaming with Arjun Narayan

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&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1

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 - <a href="http://linkedin.com/in/michael-meyer-6972286" rel="nofollow" target="_blank">linkedin.com/in/michael-meyer-6972286</a> Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Show notes   Learn More:  <a href="https://www.datavaultalliance.com" rel="nofollow" target="_blank">https://www.datavaultalliance.com</a> - THE Standards Board for DV2 and Certification Education   <a href="https://www.datarebels.com" rel="nofollow" target="_blank">https://www.datarebels.com</a> - Authorized Training Partner, CDVP2 Certified Instruction, and Consulting Services   <a href="https://www.danLinstedt.com" rel="nofollow" target="_blank">https://www.danLinstedt.com</a> - Extensive Blogs by Daniel Linstedt, Data Vault Inventor and Found   <a href="https://kentgraziano.com/" rel="nofollow" target="_blank">https://kentgraziano.com/</a> - Kent Graziano's Data Warrior Blogs   <a href="https://twitter.com/dlinstedt" rel="nofollow" target="_blank">https://twitter.com/dlinstedt</a> Participation and Getting Involved:  <a href="https://www.wwdvc.com" rel="nofollow" target="_blank">https://www.wwdvc.com</a> - Annual Data Vault Conference  <a href="https://www.meetup.com/data-vault-north-american-user-group" rel="nofollow" target="_blank">https://www.meetup.com/data-vault-north-american-user-group</a> - Data Vault North American User' Group  <a href="https://www.linkedin.com/groups/9050802/" rel="nofollow" target="_blank">https://www.linkedin.com/groups/9050802/</a> - Data Vault North American Users' Group LinkedIn Profile   Certified DV2 Training and Education:  <a href="https://datarebels.com/get-schooled/" rel="nofollow" target="_blank">https://datarebels.com/get-schooled/</a> <a href="https://datavaultalliance.com/certification/authorized-trainers/" rel="nofollow" target="_blank">https://datavaultalliance.com/certification/authorized-trainers/</a> <a href="https://datavaultalliance.com/event-directory/" rel="nofollow" target="_blank">https://datavaultalliance.com/event-directory/</a> <a href="https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/" rel="nofollow" target="_blank">https://www.arihovi.com/en/courses/data-vault-2-0-bootcamp-certification/</a> Other Resources:  Building a Scalable Data Warehouse with Data Vault 2.0 Published by Elsevier Paperback ISBN: 9780128025109 eBook ISBN: 9780128026489  Amazon:  <a href="https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1" rel="nofollow" target="_blank">https://www.amazon.com/Building-Scalable-Data-Warehouse-Vault/dp/0128025107/ref=sr_1_1?crid=335M6BS7BRLQA&amp;dchild=1&amp;keywords=building+a+scalable+data+warehouse+with+data+vault+2.0&amp;qid=1633796921&amp;sprefix=building+a+scala%2Caps%2C148&amp;sr=8-1</a>

Data Vault with Cindi Meyersohn

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 Please Like, Subscribe and Comment!

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 - <a href="http://linkedin.com/in/welchans" rel="nofollow" target="_blank">linkedin.com/in/welchans</a> Intro/Outro music by John Yasut   #data #dataengineering #gis  Connect with Bob  Twitter - @bobhaffner  LinkedIn - <a href="http://linkedin.com/in/bobhaffner" rel="nofollow" target="_blank">linkedin.com/in/bobhaffner</a> Please Like, Subscribe and Comment!

Geographic Information Systems(GIS) with Caleb Welchans

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!

Johnny Chivers and Bob Haffner discuss Data Lakes on AWS. Connect with Johnny!   <a href="https://www.youtube.com/c/JohnnyChivers" rel="nofollow" target="_blank">Youtube Channel </a> <a href="https://www.thequestionbank.io/" rel="nofollow" target="_blank">The QuestionBank</a> - Completely free Bank of community Questions AWS Certifications developed on AWS Amplify    <a href="https://johnnychivers.co.uk/" rel="nofollow" target="_blank">Personal Website</a> - Contact, forum and free AWS learning resource    Please Like, Subscribe and Comment!

Building Data Lakes in AWS with Johnny Chivers

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

I'm joined by Bartosz Mikulski for this discussion involving Data Pipeline Testing. Check out the <a href="https://www.youtube.com/watch?v=RebyV0lJ_Aw" rel="nofollow" target="_blank">video</a> version on YT  <a href="https://www.youtube.com/watch?v=RebyV0lJ_Aw" rel="nofollow" target="_blank">https://www.youtube.com/watch?v=RebyV0lJ_Aw</a> Connect with Bartosz <a href="https://www.linkedin.com/in/mikulskibartosz/" rel="nofollow" target="_blank">LinkedIn</a> | <a href="https://twitter.com/mikulskibartosz" rel="nofollow" target="_blank">Twitter</a> | <a href="//www.mikulskibartosz.name" rel="nofollow" target="_blank">Blog</a> Intro/Outro music by John Yasut

Data Pipeline Testing with Bartosz Mikulski

The Engineering Side of Data

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