Learning Data Mining with Python
The next step in the information age is to gain insights from the deluge of data coming our way. Data mining provides a way of finding these insights, and Python is one of the most popular languages for data mining because it provides both power and flexibility in analysis.
Offered by
Difficulty Level
Intermediate
Completion Time
11h56m
Language
English
About Book
Who Is This Book For?
If you are a Python programmer who wants to get started with data mining, then this book is for you. If you are a data analyst who wants to leverage the power of Python to perform data mining efficiently, this book will also help you. No previous experience with data mining is expected.
Learning Data Mining with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h56m total length
Getting Started with data mining
Classification using scikit-learn estimators
Predicting Sports Winners with Decision Trees
Book Recommendations using Affinity Analysis
Features and scikit-learn transformers
Social media spam detection using Naive Bayes
Follow recommendations using graph mining
Beating CAPTCHAs with Neural Networks
Authorship attribution
Clustering news articles
Object Detection in images using Deep Neural Networks
Working with Big Data
Appendix: Next Steps
Related Resources
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