Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)

Forecasting Functions for Time Series and Linear Models

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Lifetime value in Python

Survival analysis in Python

The Open Source Data Science Masters

The Open Source Computer Science Degree

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

Perceptron Learning Algorithm using Scalding Typed API

Python library for interactive topic model visualization. Port of the R LDAvis package.

Code to accompany Advanced Analytics with Spark from O'Reilly Media

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

collection of ipython notebooks for "How to Analyse an Online Experiment in Python" tutorial

Physics Simulation For Engineers

PredictionIO Complementary Purchase Engine Template (Scala-based parallelized engine)

PredictionIO E-Commerce Recommendation Engine Template (Scala-based parallelized engine)

Data frames for Java

R frontend for Spark

A library to read PST files with java, without need for external libraries.

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Diagrams describing Apache Hadoop internals (2.3.0 or later).

Get up and running w/ machine learning using Docker

RHadoop

Machine learning, computer vision, statistics and general scientific computing for .NET

Command line utilities for data analysis

Free resources for learning data science