RmseAccuracy
RmseAccuracy
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Categorical Embeddings in Structured Data
In this video, I will explain about the categorical embeddings:
1. What are categorical embeddings?
2. How to train categorical embeddings?
3. Extract categorical embeddings?
4. Use it with a structured data problem
The notebook used in the video is located at:
github.com/saurabhgoel1985/RMSEAccuracy/blob/master/Categorical_Embedding.ipynb
zhlédnutí: 2 903

Video

Komentáře

  • @juliusk.3291
    @juliusk.3291 Před 5 měsíci

    wayy too many ads for little value. Few deep explanations, basically just reading the code out loud

  • @zeppelinpage861
    @zeppelinpage861 Před rokem

    Thanks for this video. Really helps. Found this post which talks about using embeddings for categorical data. hacksforai.blogspot.com/2022/11/how-to-adopt-embeddings-for-categorical-features-part-2.html

  • @christiansetzkorn6241

    Thanks amazing summary of using several categories! I do not understand why you do not use the embedding in conjunction with the numeric features but maybe you wanted to show how it works with XGB? Mind you, I think your results are not convincing and as you said the (one column) embedding being a winner may just be random.

  • @mactech816
    @mactech816 Před rokem

    Good job bro

  • @saeedrahman8362
    @saeedrahman8362 Před 2 lety

    thanks for sharing this. Can you also share the code for how we can add numerical features along with the embedded categorical features

  • @McTonyify
    @McTonyify Před 3 lety

    Wow you did a really good job on explaining the treatment of the categorical variables! THANKS!

  • @rajeshvictory9969
    @rajeshvictory9969 Před 3 lety

    Hi, I'm facing an invalid argument error issue while trying to fit the data into model. Any help on this pls?

  • @dansun117
    @dansun117 Před 3 lety

    Thanks so much for making this video!! This is so well explained!!

  • @sam7271
    @sam7271 Před 4 lety

    Very well explained by the tutor and code is also made available on top! Can you make useful videos on NLP series. Thanks.

  • @ramchandracheke
    @ramchandracheke Před 4 lety

    Thank you Sir for sharing your knowledge. Very succinct and lucid explanation. Keep posting new videos!