Book

Python Data Mining Quick Start Guide

This book is an introduction to data mining and its practical demonstration of working with real-world data sets. With this book, you will be able to extract useful insights using common Python libraries. You will also learn key stages like data loading, cleaning, analysis, visualization to build an efficient data mining pipeline.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
6h16m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 6h16m total length

1. Data Mining and Getting Started with Python Tools
2. Basic Terminology and Our End-to-End Example
3. Collecting, Exploring, and Visualizing Data
4. Cleaning and Readying Data for Analysis
5. Grouping and Clustering Data
6. Prediction with Regression and Classification
7. Advanced Topics - Building a Data Processing Pipeline and Deploying It

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