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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

azure-machinelearning-datascience

bios366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

content

Official content for Harvard CS109

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

dataanalysis

Coursera data analysis course, done in Python

datascience-sp14

Repository for data science course Spring 14

ds_hk_2

Repo for students of GA's Data Science course in Hong Kong

interpretable-ml-book

Book about interpretable machine learning

loda-lecture-notes-on-data-analysis

Lecture notes and excercises for data analysis in python. Includes introduction to Python, Numpy, Scipy, Scikit-Learn, SimpleCV. Topics Supervised/Unsupervised Learning, Signal Analysis, Image Analysis, Text and Web-Media Analysis

mlcs

Machine Learning and Computational Statistics, Spring 2015

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

scikit-learn

scikit-learn: machine learning in Python

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

titanic-mtldata-theano

Logistic Regression and a single layer neural network for the Kaggle Titanic Competition for MTLData

ubmlcourse

Collection of iPython notebooks for UB CSE Machine Learning course (CSE 474/574)