Mastering Data Mining with Python ??? Find patterns hidden in your data

Learn how to create more powerful data mining applications with this comprehensive Python guide to advance data analytics techniques

Key Features

• Dive deeper into data mining with Python – don’t be complacent, sharpen your skills!
• From the most common elements of data mining to cutting-edge techniques, we’ve got you covered for any data-related challenge
• Become a more fluent and confident Python data-analyst, in full control of its extensive range of libraries

Book Description

What you will learn

• Explore techniques for finding frequent itemsets and association rules in large data sets
• Learn identification methods for entity matches across many different types of data
• Identify the basics of network mining and how to apply it to real-world data sets
• Discover methods for detecting the sentiment of text and for locating named entities in text
• Observe multiple techniques for automatically extracting summaries and generating topic models for text
• See how to use data mining to fix data anomalies and how to use machine learning to identify outliers in a data set

Who this book is for

This book is for data scientists who are already familiar with some basic data mining techniques such as SQL and machine learning, and who are comfortable with Python. If you are ready to learn some more advanced techniques in data mining in order to become a data mining expert, this is the book for you!