Tutoring Materials for Foundations of Data Science, Spring 2017

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Professor: John DeNero

Head of Support: Vinitra Swamy

Tutors: Sona, Adeel, Suraj, Wes, Clement, Anthony, Pinxiu, Adnan, Zac, Eric, Francie, Sue, Emma, Annie, Aidan, Ronnie, Erik, Ravi, Christina, Megan, Katherine, Kaiqian, Mariah, May, Nanxi, Arya

Python Fundamentals - iPython Notebooks, Materials

Table Manipulation, Visualization, Histograms - iPython Notebooks, Materials

Visualization, Functions, Grouping - iPython Notebooks, Materials

Joins, Maps, Iteration - iPython Notebooks, Materials

Midterm Review 1 - Worksheet , Materials

Midterm Review 2 - Materials

P-Values, Simulation - iPython Notebooks

Confidence Intervals - iPython Notebooks

Normal Distributions, Sample Means, Experiment Design, Correlation - Materials

Standard Units, Regression, Least Squares - Materials

Residuals, Regression Inference, Classifiers – Materials

Classification, General Review - iPython Notebooks