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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

awesome-courses

List of awesome university courses for learning Computer Science!

chopsticklengthanalysis

Initial Introduction to iPython Notebooks and statistical Analysis in Python/Mardown environment.

content-mit-latex2edx-demo

latex2edx demo course

coursera

Source Code and Starter Code for Accelerated Computer Science Fundamentals Specialization on Coursera

coursera-stanford-ml-python

Coursera/Stanford Machine Learning course assignments in python

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dagdata

darktable

darktable is an open source photography workflow application and raw developer

dat210x

Programming with Python for Data Science Microsoft

data-analytics-and-econometrics

This will largely consist of lecture notes, r code, and problems related to the above.

dataproduct1

This contains the first data product from the data products class

datasciencecoursera

Data Related to Coursera JHSPH Data Science Tool Box class

datasharing

The Leek group guide to data sharing

distribution_diagrams

R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.

dmtk

Microsoft Distributed Machine Learning Toolkit

dxander

Config files for my GitHub profile.

example-models

Example models for Stan

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

free-programming-books

ggplot2-tutorial

Quick introduction to ggplot2 (no knowledge of R assumed)

gnm-day-course

one day introduction to generalized nonlinear models using the gnm and logmult R packages

hands-on-design-patterns-with-cpp

Hands-On Design Patterns with C++, published by Packt

intermediatecprogramming

ipython-minibook

Code examples from the IPython minibook, Packt Publishing, by C. Rossant

it-cert-automation-practice

Google IT Automation with Python Professional Certificate - Practice files

labs

Scripts for HarvardX courses: PH525x

lcc_math121_eckford

This is a webpage for the Lansing Community College Math 121 sections for Eckford