[eBook] Free - Machine Learning for Absolute Beginners: A Plain English Introduction @ Amazon AU/US

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456 on 09/09/2020 - 18:57 amazon.com.au (5115 clicks)
Last edited 09/09/2020 - 22:31 by 1 other user

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Amazon US link.

Number one best seller ebook in the "Computers & Technology Teaching & Reference" category.

Also available from the same author -
Machine Learning with Python: A Practical Beginners’ Guide (Machine Learning From Scratch Book 2) - AU link, US link

In this step-by-step guide you will learn:

• How to download free datasets
• What tools and machine learning libraries you need
• Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data
• Preparing data for analysis, including k-fold Validation
• Regression analysis to create trend lines
• Clustering, including k-means and k-nearest Neighbors
• The basics of Neural Networks
• Bias/Variance to improve your machine learning model
• Decision Trees to decode classification
• How to build your first Machine Learning Model to predict house values using Python

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  nfr on 09/09/2020 - 19:08

  +1

  This book actually has good reviews.

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  MS Paint on 09/09/2020 - 19:11

  How to build your first Machine Learning Model to predict house values using Python

  Really?

  • 

    awaiko on 09/09/2020 - 19:25

    +3

    Just return a positive gradient arrow.

    • 

      ATangk on 10/09/2020 - 00:26

      +1

      Stonks

  • 

    DmytroP on 09/09/2020 - 19:32

    I tried to compete in the Zillow price prediction challenge on kaggle, unfortunately have not won the first place but most managed to beat their prediction by quite a large margin. Using python, so it's possible.

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  AnnaS on 09/09/2020 - 19:19

  Thanks!

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  bazingaa on 09/09/2020 - 23:12

  Thanks, got both

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  Gebb on 09/09/2020 - 23:45

  Showing as "This title is not currently available for purchase"??

  • 

    ascorbic on 10/09/2020 - 01:10

    +1

    Try the US links

    • 

      Gebb on 11/09/2020 - 10:20

      thanks that worked