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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015

Public material for CS109

2015lab1

2015lab2

bdr-analytics-py

Common data science and data engineering utilities to help us perform analytics. Our toolbox for data scientists, licensed under Apache-2.0

blog

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

compstats

Code for a workshop on statistical interference using computational methods in Python.

dash

Flask, JS, and CSS boilerplate for interactive, web-based visualization apps in Python

dealzap_hourly_update

docker-elk

The Elastic stack (ELK) powered by Docker and Compose.

esninja

Best practices for product search in English and Thai using Elasticsearch

example-project

Example Python DS project

flask-on-docker

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

kaggle-talkingdata-visualization

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

kaggle_titanic

lifetimes

Lifetime value in Python

logzero

Robust and effective logging for Python 2 and 3.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

myportfolio

Android apps portfolio

nbdev_test

pandas-cookbook

Recipes for using Python's pandas library

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pycon-archive

An archive of past PyCon websites

python3_with_pleasure

A short guide on features of Python 3

reactivesearch

React, React Native and Vue UI components for building data-driven apps with Elasticsearch

scikit-learn-videos

IPython notebooks from the scikit-learn video series

settings