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ColumbiaPython/Syllabus
ColumbiaPython/Syllabus PublicClass plan, teaching objects, assignment, date, classroom, office hour and more
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ColumbiaPython/week-1-Data-Structure-and-Data-Exploration
ColumbiaPython/week-1-Data-Structure-and-Data-Exploration PublicIntroduction to Python and Data Exploration
Jupyter Notebook 2
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ColumbiaPython/week-2-Intro-to-Statistics-Analysis
ColumbiaPython/week-2-Intro-to-Statistics-Analysis PublicIntro to Statistics Analysis: T-test, Chi Square Test and Lineaer Regression
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ColumbiaPython/week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn
ColumbiaPython/week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn PublicMultivariate Analysis (Correlation, PCA) and Data Visualization with Matplotlib and Seaborn
Jupyter Notebook 1
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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 PublicIntro to Machine Learning for Classification: Logistic Regression and SVM
Jupyter Notebook 1
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