Free download Machine Learning using Python by Manaranjan Pradhan and U Dinesh Kumar. Published by Wiley. English | 366 Pages | PDF | ISBN-13: 978-8126579907
Description of Machine Learning using Python
This book provide a strong foundation in Machine Learning using Python libraries by providing real-life case studies and examples. It covers topics such as Foundations of Machine Learning, Introduction to Python, Descriptive Analytics and Predictive Analytics.
Advanced Machine Learning concepts such as decision tree learning, random forest, boosting, recommender systems, and text analytics are covered. The book takes a balanced approach between theoretical understanding and practical applications.
All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and optimize machine learning models.
What you will learn
- Understand how machine learning is used to solve problems in real world.
- Understand types of machine learning algorithms and framework for building machine learning models.
- Learn why Python has been widely adopted as a platform for building machine learning models.
- Learn what are the key libraries in Python and their purpose.
- Learn how to get started with setting up the Anaconda platform.
- Learn the basic features of Python language to get started with machine learning tasks.