GitHub-проекты

ANN implemented in C++ | AI Junkie

Role of Bias in Neural Networks

Torch Cheatsheet

, Code

Theano)

AWESOME! Deep Learning Tutorial

Deep Learning Comprehensive Website, Software

Recent Reddit AMAs related to Deep Learning, Another AMA

Deep Learning FAQs on Quora

Understanding Bootstapping for Validation and Model Selection

Training with Full dataset after CV?

Applying and Interpreting Linear Regression

, Stack Exchange

Simple guide to confusion matrix terminology

What is Deviance?

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Blog posts about Machine Learning and Neural Nets

Making deep learning accessible

a blog about Artificial Intellingence

David Robinson's Blog

analyze the world of data science, and to help people learn to use R

learning quantitative applications

The Kaggle Blog about all things Data Science

Trevor Stephens Personal Page

Machine learning made easy

A blog about Data Science and beyond

A blog by three biostatistics professors

Andrew Landgraf's Data Science Blog

A blog about Machine Learning and Software Engineering

A blog about Deep Learning and Data Science in general

A blog for Learning Machine Learning

A blog about Math, stats, ML, crowdsourcing, data science

An Interactive Multimedia Course for Studying Statistics

Slides by Jake VanderPlas

A dedicated website to teach yourselves Statistics

Udacity Course | Norvig & Thrun

Grokking Machine Learning

List of Machine Learning Concepts

Awesome Drug Synergy, Interaction and Polypharmacy Prediction

Awesome Machine Learning On Source Code

Data Science: The XKCD Edition

Cartoons

Open structured data on 1.9M+ species, including traits, classification, and media. Free API and bulk downloads for biodiversity and species-classification tasks.

Free platform archiving 6B+ animal movement records from GPS and satellite telemetry. Open REST API, useful for spatiotemporal modeling and trajectory ML.

UN FAO statistics on food production, trade, land use, and emissions for 245+ countries. Free API and bulk download.

Global Biodiversity Information Facility: 2.4B+ species occurrence records. Free, open API for ecological modeling and ML research.

Find datasets across the web.