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1. ColumbiaPython/Syllabus ColumbiaPython/Syllabus Public

   Class plan, teaching objects, assignment, date, classroom, office hour and more

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2. ColumbiaPython/week-1-Data-Structure-and-Data-Exploration ColumbiaPython/week-1-Data-Structure-and-Data-Exploration Public

   Introduction to Python and Data Exploration

   Jupyter Notebook 2

3. ColumbiaPython/week-2-Intro-to-Statistics-Analysis ColumbiaPython/week-2-Intro-to-Statistics-Analysis Public

   Intro to Statistics Analysis: T-test, Chi Square Test and Lineaer Regression

   Jupyter Notebook 1 1

4. ColumbiaPython/week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn ColumbiaPython/week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn Public

   Multivariate Analysis (Correlation, PCA) and Data Visualization with Matplotlib and Seaborn

   Jupyter Notebook 1

5. ColumbiaPython/week-4-Intro-to-Machine-Learning-1-for-Classification-Logistic-Regression-and-SVM ColumbiaPython/week-4-Intro-to-Machine-Learning-1-for-Classification-Logistic-Regression-and-SVM Public

   Intro to Machine Learning for Classification: Logistic Regression and SVM

   Jupyter Notebook 1

6. Game-A-B-test-analysis Game-A-B-test-analysis Public

   game AB test user engagement analysis