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

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This popular and well reviewed ebook is free again for a limited time.

Amazon 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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closed Comments

  • +16 votes

    You purchased this item on 9 September 2020

    goddamit

    • +4 votes

      Haha, you and me both!

      • +14 votes

        I've been on ozbargain for far too long haha

        now I have a fukkton of books on my kindle I haven't had a chance to read

        and a similarly outrageous number of games in various launchers that I haven't had a chance to play

        looking back at all these years, I got plenty of mileage out of two things:

        dab radio from this deal https://www.ozbargain.com.au/node/303700

        and free Division game from one of the Ubisoft giveaways

        well also maybe Woolies wine bundle price error, I am still drinking that barossa valley shiraz haha

        and the AmEx shop small! dammit

        thanks ozbargain

    •  

      Lol, apparently I've purchased this during April 2019 😬

      • -1 vote

        Machine Learning For Absolute Beginners: A Plain English Introduction (Second Edition) (Machine Learning From Scratch Book 1) will be auto-delivered wirelessly to Kindle Cloud Reader. You can go to your device to start reading.
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  •  

    You purchased this item on 24 February 2021.

  • +5 votes

    This book pops up a lot here and i'll upvote it every time. This machine learning book is legit excellent. I recently finished a Data Engineering course at uni and this book is basically a better taught version (a little less depth) of my data mining subject. And a hell of a lot cheaper.