How to Build Data Pipelines for ML Projects (w/ Python Code)

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  • Опубликовано: 10 сен 2024

Комментарии • 21

  • @ShawhinTalebi
    @ShawhinTalebi  4 месяца назад +3

    More on Full Stack Data Science 👇
    🔗Series Playlist: ruclips.net/p/PLz-ep5RbHosWmAt-AMK0MBgh3GeSvbCmL
    📰 Read more: towardsdatascience.com/how-to-build-data-pipelines-for-machine-learning-b97bbef050a5?sk=4823c18cab0a6225b0be8773c5427704
    💻 Example Code: github.com/ShawhinT/RUclips-Blog/tree/main/full-stack-data-science/data-engineering

  • @PrecedingPie
    @PrecedingPie Месяц назад +1

    Wow your explanations are so tight. Not too dense and not fluffed at all. I followed along and was engaged throughout. Wonderful teaching style and I'm glad I found your channel ♥

  • @tylernardone3788
    @tylernardone3788 4 месяца назад +5

    Probably the clearest and best video on what ETL and Data Engineer is that I have seen. Thank you!

    • @ShawhinTalebi
      @ShawhinTalebi  4 месяца назад

      Thanks Tyler! Glad it was clear 😁

  • @TheVeexii
    @TheVeexii Месяц назад

    I’ve watched a few of your videos. Man, you’re really inspiring! I just got into tech about a year and a half ago as an IT analyst, and now I’m finishing up an Applied Data Science certification with Greater Learning/MIT. The entrepreneurial aspect you bring to data science is very impressive. I’ve always wondered how I can turn this skill into a business. Thank you for the vision!

    • @ShawhinTalebi
      @ShawhinTalebi  Месяц назад

      Thanks for the kind words! Glad the content is helpful :)
      We have a community for technical folks pursuing entrepreneurship. Here's an invite in case you are interested: discord.gg/RSqZbF9ygh

  • @angieyoon9900
    @angieyoon9900 2 месяца назад

    Thank you!

  • @brianmorin5547
    @brianmorin5547 4 месяца назад

    You did such a great job explaining the data pipeline and gave a great example. Subscribed. Can't wait to see more vids

    • @ShawhinTalebi
      @ShawhinTalebi  4 месяца назад

      Great to hear. Thanks for the sub!

  • @berndkaufmann6934
    @berndkaufmann6934 4 месяца назад

    Best Video. The mix btw theory and hands on practice is genius!

  • @ajalipio1
    @ajalipio1 4 месяца назад

    Crystal, as always. Great vid Shaw! 😘

  • @michaelpihosh5904
    @michaelpihosh5904 4 месяца назад

    Great content Shaw, thank you

  • @coolworship6704
    @coolworship6704 4 месяца назад +1

    How would you automate the entire process?

    • @Ryuko-gf1fd
      @Ryuko-gf1fd 4 месяца назад

      He can't explain that. I'd check out Paul Iutzin, Nana Janashia, and others for real explanations. No one scraps RUclips stuff directly.

    • @ShawhinTalebi
      @ShawhinTalebi  4 месяца назад

      This is where an orchestration tool like AirFlow can help. I'll get to this in an upcoming video on ML engineering.

    • @ShawhinTalebi
      @ShawhinTalebi  4 месяца назад

      Not sure what you mean. But Paul and Nana are great!

    • @ShawhinTalebi
      @ShawhinTalebi  3 месяца назад

      I ended up using GitHub Actions to automate this pipeline: ruclips.net/video/wJ794jLP2Tw/видео.html