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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

2015-slides

Slides and talk assets from PyCon 2015

adv-r

Advanced R programming: a book

advancedrworkshop

Materials for the DSI workshops for advanced R topics

africawatermap

A map of Africa's access to water and sanitation

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

air

Data Engineering for Data Scientists

algorythms

algorithms codes

allstate

Kaggle's Allstate Purchase Prediction Challenge

amazonaccess

Amazon Employee Access Challenge

ams-2013-2014-solar-energy

amss

Marketing Data

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

anomalydetection

Anomaly Detection with R

apa

Uplift Modeling for Multiple Treatments

applied-predictive-modeling-with-python

A collection of notebook to learn the Applied Predictive Modeling using Python.

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

attentionwalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

automatedforecastingwithshiny

Fully automated GDP forecasting with R/shiny

awesome-causality

Resources related to causality

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-r

A curated list of awesome R frameworks, packages and software.

az304

Exam AZ-304 - Microsoft Azure Architect Design Crash Course

azure-databricks-recommendation

An end-to-end Recommendation System built on Azure Databricks

banditlib

Multi-armed bandit simulation library

bandits

Python library for Multi-Armed Bandits

baseball

This contains the BaseBall players, managers, teams analysis

bayes-net-r-hadoop

Bayesian Network with R and Hadoop

bayesbarug

Doing Bayesian statistics in R: Bay Area useR Group November 2013 meetup