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Classroom Contents
Python for Data Science - Data Science with Python - Python for Data Analysis
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- 1 Introduction -
- 2 1. Basics of Python -
- 3 2. Python Data Structures -
- 4 3. Flow Control Statements in Python -
- 5 4. Object-Oriented Programming in Python -
- 6 5. Numerical Computing with Numpy -
- 7 6. Data Manipulation with Pandas -
- 8 7. Data Visualization with Matplotlib -
- 9 8. Linear Regression Algorithm -
- 10 9. Logistic Regression Algorithm -
- 11 10. Naive Bayes Algorithm -
- 12 11. K-means clustering -
- 13 12. Hierarchical Clustering -
