Download Mastering Machine Learning with Python in Six Steps: A by Manohar Swamynathan PDF

By Manohar Swamynathan

Master computing device studying with Python in six steps and discover basic to complicated subject matters, all designed to make you a invaluable practitioner. 

This book’s process is predicated at the “Six levels of separation” thought, which states that everybody and every thing is a greatest of six steps away. Mastering desktop studying with Python in Six Steps provides every one subject in components: theoretical techniques and sensible implementation utilizing compatible Python packages. 

You’ll examine the basics of Python programming language, laptop studying historical past, evolution, and the approach improvement frameworks. Key info mining/analysis options, similar to characteristic size relief, regression, time sequence forecasting and their effective implementation in Scikit-learn also are lined. eventually, you’ll discover complex textual content mining ideas, neural networks and deep studying thoughts, and their implementation. 

All the code provided within the ebook may be to be had within the kind of iPython notebooks to assist you to try those examples and expand them for your advantage.

What you are going to Learn
  • Examine the basics of Python programming language
  • Review laptop studying background and evolution
  • Understand computer studying procedure improvement frameworks
  • Implement supervised/unsupervised/reinforcement studying options with examples
  • Explore primary to complicated textual content mining techniques
  • Implement a number of deep studying frameworks
Who This booklet Is For
Python builders or information engineers trying to extend their wisdom or occupation into laptop studying area.

Non-Python (R, SAS, SPSS, Matlab or the other language) desktop studying practitioners trying to extend their implementation talents in Python.

Novice computing device studying practitioners trying to research complicated themes, similar to hyperparameter tuning, a number of ensemble ideas, ordinary language processing (NLP), deep studying, and fundamentals of reinforcement learning.

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Read or Download Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python PDF

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