Difficulty Level
Intermediate
Completion Time
11h48m
Language
English
About Book
Who Is This Book For?
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.
Learning Predictive Analytics with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h48m total length
Getting started with Predictive Modelling
Data Cleaning
Data Wrangling
Statistics Concepts for Predictive Modelling
Linear Regression with Python
Logistic Regression with Python
Clustering with Python
Decision Tree & Random Forests with Python
Exploring Best Practices
Appendix - List of links
Related Resources
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