Original PDF Ebook – Learning Predictive Analytics with Python1st Edition – 9781783983261
Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python_x000D_About This Book_x000D_
A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices_x000D_
Get to grips with the basics of Predictive Analytics with Python_x000D_
Learn how to use the popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and Clustering_x000D_
Who This Book Is For_x000D_
If you wish to learn how to implement Predictive Analytics algorithms using Python libraries, then this is the book for you. If you are familiar with coding in Python (or some other programming/statistical/scripting language) but have never used or read about Predictive Analytics algorithms, this book will also help you. The book will be beneficial to and can be read by any Data Science enthusiasts. Some familiarity with Python will be useful to get the most out of this book, but it is certainly not a prerequisite._x000D_
What You Will Learn_x000D_
Understand the statistical and mathematical concepts behind Predictive Analytics algorithms and implement Predictive Analytics algorithms using Python libraries_x000D_
Analyze the result parameters arising from the implementation of Predictive Analytics algorithms_x000D_
Write Python modules/functions from scratch to execute segments or the whole of these algorithms_x000D_
Recognize and mitigate various contingencies and issues related to the implementation of Predictive Analytics algorithms
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