Python Machine Learning: The Beginner's Guide To Learn Python Machine Learning

Python is high-level programming, general- purpose language that is increasingly used in data science and the design of machine learning algorithms. This book gives a quick introduction to Python and its libraries such as numpy, scipy, pandas, matplotlib, and how it can be used to develop machine learning algorithms that solve real problems.

In this book, you will discover information and advices on:

What machine learning is
Libraries and Packages used to perform various machine learning tasks
Applications of machine learning
How to install python on your system
Data pre-processing techniques
Techniques and Algorithm used in machine learning
And more…

This book begins with an introduction to machine learning and the Python language and explains how to configure Python and its packages. It also covers all important concepts such as exploratory data analysis, data pre-processing, feature extraction, data visualization, and grouping, classification, regression, and performance evaluation of the model. This book also features several projects that teach techniques and features such as sorting news topics, detecting junk e-mail, forecasting online ad clicks, stock price forecasting, and several other machine learning algorithms.