Getting Started with SageMaker Data Wrangler to Analyze and Transform Data | AWS ML for Beginners

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  • เผยแพร่เมื่อ 27 พ.ย. 2024

ความคิดเห็น • 16

  • @TinyTechnicalTutorials
    @TinyTechnicalTutorials  2 ปีที่แล้ว

    What else do you want to learn about AWS? Let me know below in the comments!

  • @lucastsc123
    @lucastsc123 ปีที่แล้ว +1

    Ms.,I Need to tell you that your tutorial is a must! Awesome job from yours! Well organized, well explained and very objective! Congratulations for your job!

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  ปีที่แล้ว

      Thanks for such a nice comment, Lucas!! So glad you found it helpful! 😊

  • @lujano23
    @lujano23 ปีที่แล้ว +1

    It would be stunning a second part in order to train, deploy and export results in S3 or snowflake!!
    Thank you!!!

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  ปีที่แล้ว +1

      Ooh, I like it! I'll add this to my list of ideas for future videos. Thanks for watching! 😊

  • @defaultdefault812
    @defaultdefault812 ปีที่แล้ว +2

    Hi Tiny - please move the 'Important - Deleting your Sagemnaker resources' to the beginning of the course - I got hit hard on a 'free tier' account because of this.

  • @OPTICSUMPII
    @OPTICSUMPII 2 ปีที่แล้ว +2

    Thanks for this :D Would love to see tutorials about the use of s3 to store faces of people and later be used as a dictionary for amazon rekognition.

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  2 ปีที่แล้ว

      Great suggestion! I've added it to my list!

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  2 ปีที่แล้ว +1

      Hey D 8 - I just published a video about how to use Rekognition to pull/label images from S3. It's a little simpler than the dictionary you mentioned, but hopefully it'll get you started if you still need it! :) th-cam.com/video/PyjDVZ--cfs/w-d-xo.html

  • @fernandes1431
    @fernandes1431 ปีที่แล้ว

    Great video!! Thank you for the upload I'm following along and wondering how I would do the same using multiple csv files? particularly I have a folder in the s3 bucket which contains multiple parquet files that I want to use together

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  ปีที่แล้ว +1

      Thanks for watching, Fernandes! Glad it was helpful. 😊 When you do an import from S3, you can only pull in one file at a time (which creates a dataset in Data Wrangler). But you ARE able to join datasets together once they're in Data Wrangler, so that would be one option. You could also try using Athena to aggregate your data first, then in Data Wrangler, do an import of the Athena data (there's an option for Athena when you do an import). Hope that helps!

  • @juanadearco6356
    @juanadearco6356 2 ปีที่แล้ว +1

    It's a bit daunting how fast the ML field has progressed in just a few years. Now almost all the end to end steps for basic workflows are automated. How do other products compete with big cloud providers if they offer every service under the sun?

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  2 ปีที่แล้ว

      Agreed! It's definitely come a long ways in a short amount of time.

  • @juanadearco6356
    @juanadearco6356 2 ปีที่แล้ว

    Isn't encoding essentially a pivot?

    • @TinyTechnicalTutorials
      @TinyTechnicalTutorials  2 ปีที่แล้ว

      Encoding is basically the process of transforming the data into numerical values so the algorithm knows how to deal with them.