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Data Science Foundations
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Foundations
Preface
Setting Up Your Environment
Load and Explore a Dataset
Data Cleaning and Preparation
Data Wrangling Basics
Visualization Foundations
Summary Statistics and Insights
From Analysis to Machine Learning
Completing the Foundations Track
Reference
Appendix
References
Data Science Foundations
A Structured Python Workflow from Raw Data to Interpretation
Published
Mar 2026
Free Guide · Updated Mar 2026
Preface
