Andrés Romero Mier y Terán

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Deep Learning

• Articles of interest
• Richard Socher’s Deep Learning Tutorial for NLP applications
• CVPR 2012
• Deep Learning with Theano tutorial Ebook (mobi)
• Yoshua Bengio, Ian Goodfellow and Aaron Courville’s Draft Chapters
• How to build and run your first deep learning network
• FastML Machine Learning made easy
• Deep Learning Tutorial
• Visualizing MNIST
• Deep Learning on Amazon EC2 GPU with Python and nolearn

Design Patterns

• Design Patterns using C++
• Design Patterns using Python

Learning Git

• Git references
• Gi Book

Talks and conferences slides

• Historia de las Ciencias y Tecnologías de la Información

Links France

• ISIS Information Signal Image and Vision

Massive Data Mining

• Introduction to Data Mining

• Edwin Cheng’s Blog

• Tutorials Hadoop and MapReduce

• Coursera Data Science Lectures

• Cathy O’Neil’s Blog (co-author of “Doing Data Science”)

• Exploratory Data Analysis (EDA): Datasets

History Of Technology, Cybernetics, Information Theory

• Bernard Dionysius Geoghegan

• James Gleick

• Nichoas G Carr

Machine Learning

• Performance metrics
• MIT machine learning Open Course Ware lectures
• Max Planck Institute for Intelligent Systems

Algorithm Visualizations

• Visualizations

Online learning

• Bayesian Methods for Hackers

• Algorithms MIT Lectures

Signal Processing Lectures

• Stephen Roberts

Tutorials

• R Cookbook

$\latex$ to Ebook conversion tools

• tex2ebook