Latest Resources in Machine Learning

Machine Learning

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Faster deep learning with GPUs and Theano blog.dominodatalab.com

Published August 4, 2015 under Machine Learning

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Baye’s Theorem Illustrated lesswrong.com

Published July 7, 2015 under Machine Learning

Probability Distribution Parameterizations in SciPy johndcook.com

Published July 7, 2015 under Machine Learning

Selecting the Best Model in scikit-learn Using Cross Validation youtube.com

Published July 5, 2015 under Machine Learning

Natural Language Toolkit nltk.org

Published June 26, 2015 under Machine Learning

Computational Methods in Bayesian Analysis plot.ly

Published June 25, 2015 under Machine Learning

Materials for Learning Machine Learning jacksimpson.co

Published June 9, 2015 under Machine Learning

Intro to Deep Learning with Theano and OpenDeep youtube.com

Published June 9, 2015 under Machine Learning

Elements of Statistical Learning – Data Mining, Inference, and Prediction amazon.com

Published June 8, 2015 under Machine Learning

Introduction to Machine Learning arxiv.org

Published June 2, 2015 under Machine Learning

Python sci-packages to prepare data for Machine Learning sebastianraschka.com

Published June 1, 2015 under Machine Learning

Predictive modeling, supervised learning, and pattern classification sebastianraschka.com

Published May 21, 2015 under Machine Learning

Best Free Machine Learning eBooks designimag.com

Published May 17, 2015 under Machine Learning

20 Big Data Repositories You Should Check Out datasciencecentral.com

Published May 15, 2015 under Machine Learning

Logistic Regression and Gradient Descent nbviewer.ipython.org

Published May 15, 2015 under Machine Learning

gplearn – Genetic Programming in Python gplearn.readthedocs.org

Published May 15, 2015 under Machine Learning

Introduction to Support Vector Machines beta.oreilly.com

Published May 15, 2015 under Machine Learning

Keras: Theano-based deep learning library keras.io

Published May 12, 2015 under Machine Learning

PyCon 2015 Scikit-Learn Tutorial Index nbviewer.ipython.org

Published April 29, 2015 under Machine Learning

Distance metrics benfrederickson.com

Published April 28, 2015 under Machine Learning

A Full Hardware Guide to Deep Learning timdettmers.wordpress.com

Published April 28, 2015 under Machine Learning

Primer on Bayes Theorem in Python nbviewer.ipython.org

Published April 28, 2015 under Machine Learning

Hacker guide to Neural Networks karpathy.github.io

Published April 28, 2015 under Machine Learning

Amazon Machine Learning: a real example in Python cloudacademy.com

Published April 27, 2015 under Machine Learning

Using machine learning and a Markov chain to compose music zx.rs

Published April 25, 2015 under Machine Learning