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Python-for-Data-Science-and-Machine-Learning-Bootcamp

This repository is forked from SuvroBaner and based on the online classes Python for DS and ML bootcamp. Following are the topics posted:

  1. Python Crash Course
  2. NumPy (Numeric Python)
  3. Pandas
  4. Matplotlib
  5. Seaborn
  6. Pandas Built-in Data Visualization
  7. Plotly and Cufflinks
  8. Geograhical Plotting
  9. Data - Capstone Project
  10. Linear Regression
  11. Logistic Regression
  12. K-Nearest Neighbors
  13. Decision Trees and Random Forests
  14. Support Vector Machines
  15. K-Means Clustering
  16. Principal Component Analysis

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