Machine Learning For Absolute Beginners A Plain English Introduction 2nd Edition by Oliver Theobald 1549617214 978-1549617218

Machine Learning For Absolute Beginners A Plain English Introduction 2nd Edition by Oliver Theobald – Ebook PDF Instant Download/DeliveryISBN:  1549617214, 978-1549617218 

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Product details:

ISBN-10 ‏ : ‎ 1549617214

ISBN-13 ‏ : ‎ 978-1549617218

Author:  Oliver Theobald 

Featured by Tableau as the first of “7 Books About Machine Learning for Beginners”

Ready to crank up a virtual server and smash through petabytes of data? Want to add ‘Machine Learning’ to your LinkedIn profile?

Well, hold on there…

Before you embark on your epic journey, there are some theory and statistical principles to weave through first.
But rather than spend $30-$50 USD on a dense long textbook, you may want to read this book first. As a clear and concise alternative to a textbook, this book provides a practical and high-level introduction to machine learning.

 

Machine Learning For Absolute Beginners A Plain English Introduction 2nd Table of contents:

1. INTRODUCTION
2. WHAT IS MACHINE LEARNING?
3. ML CATEGORIES
4. THE ML TOOLBOX
5. DATA SCRUBBING
6. SETTING UP YOUR DATA
7. REGRESSION ANALYSIS
8. CLUSTERING
9. BIAS & VARIANCE
10. ARTIFICIAL NEURAL NETWORKS
11. DECISION TREES
12. ENSEMBLE MODELING
13. BUILDING A MODEL IN PYTHON
14. MODEL OPTIMIZATION
15. FURTHER RESOURCES
16. DOWNLOADING DATASETS
17. FINAL WORD

 

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Tags: Machine Learning, Absolute Beginners, English Introduction, Oliver Theobald