marcio-mourao

Stats607-Fall2018

Repository for Stats 607 class materials.

marcio-mourao.github.io

Data-Processing-and-Visualization-in-Python

Programming-Best-Practices

Data-Processing-In-Python-Using-Numpy

Data-Processing-In-Python-Using-Pandas

intro2MachineLearning

Documents regarding an introduction to machine learning workshop

intro2MATLAB-1

This workshop introduces MATLAB's main variable data types.

intro2MATLAB-2

This workshop introduces MATLAB's table data type using two distinct datasets.

intro2MATLAB-3

intro2MATLAB-4

intro2MATLAB-5

Introduction to MATLAB workshop formatted for the Data Science Skills Series

recordLinkage

Regression-Classification-Model-Selection

socialDataScience-1

This workshop provides an introduction to Pandas Data Frames using one social science dataset.

socialDataScience-2

This workshop provides an introduction to Pandas Data Frames using general social survey data.

socialDataScience-3

socialDataScience-4

socialDataScience-5

socialDataScience-6

New workshop

Supervised-Learning-RF

New workshop on Random Forests alone

Supervised-Learning-RF-SVM

Supervised-Learning-SVM

Unsupervised-Learning-PCA-K-Means

PCA and K-Means unsupervised learning in Python using Scikit-learn