Python Data Science Essentials
Third Edition
Third Edition
A practitioner's guide covering essential data science principles, tools, and techniques
BIRMINGHAM - MUMBAI
- Title Page
- Copyright and Credits
- Packt Upsell
- Contributors
- Preface
- First Steps
- Introducing data science and Python
- Installing Python
- Introducing Jupyter
- Datasets and code used in this book
- Summary
- Data Munging
- The Data Pipeline
- Machine Learning
- Visualization, Insights, and Results
- Social Network Analysis
- Deep Learning Beyond the Basics
- Spark for Big Data
- Strengthen Your Python Foundations
- Other Books You May Enjoy
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