Deep Learning for NLP resources

An interactive book on deep learning. Much easy, so MXNet. Wow.

Notebooks for MXNet

A complete daily plan for studying to become a machine learning engineer.

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

Library for fast text representation and classification.

TensorFlow Tutorial and Examples for beginners

A guide on how to be a Programmer - originally published by Robert L Read

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Python MIDI library

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

Deep Learning Tutorial notes and code. See the wiki for more info.

Convolutional Neural Network for Image Classification with Theano.

Computation using data flow graphs for scalable machine learning

Public facing notes page

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

An awesome list of high-quality open datasets in public domains (on-going).

Preparation links and resources for system design questions

A Java HTTP client for consuming Twitter's Streaming API

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.