Angel \”Java\” Lopez on Blog

January 12, 2015

Machine Learning: Links, News And Resources (2)

Filed under: Artificial Intelligence, Links, Machine Learning — ajlopez @ 9:27 am

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CS 229 Machine Learning Course Materials
http://cs229.stanford.edu/materials.html

Will it Python? Machine Learning for Hackers, Chapter 2, Part 2: Logistic regression with statsmodels
http://slendrmeans.wordpress.com/2012/12/21/458/

Foundations Of Machine Learning
http://mitpress.mit.edu/books/foundations-machine-learning-0

How I made $500k with machine learning and HFT (high frequency trading)
http://jspauld.com/post/35126549635/how-i-made-500k-with-machine-learning-and-hft

jimpil / enclog
https://github.com/jimpil/enclog
Clojure wrapper for Encog (v3) (Machine-Learning framework that specialises in neural-nets)

Machine Learning: Genetic Algorithms in Javascript Part 2
http://burakkanber.com/blog/machine-learning-genetic-algorithms-in-javascript-part-2/

5 Principles for Applying Machine Learning Techniques
http://blog.factual.com/5-principles-for-applying-machine-learning-techniques

Understanding the Bias-Variance Tradeoff
http://scott.fortmann-roe.com/docs/BiasVariance.html

Up And Running With Python – My First Kaggle Entry
http://blog.kaggle.com/2012/07/02/up-and-running-with-python-my-first-kaggle-entry/

Machine Learning for Hackers
http://www.johndcook.com/blog/2012/03/07/machine-learning-for-hackers/

8 Crazy Things IBM Scientists Have Learned Studying Twitter
http://www.businessinsider.com/8-crazy-things-ibm-scientists-have-learned-studying-twitter-2012-1

What have been the most interesting papers in computer science for 2011?
http://www.quora.com/What-have-been-the-most-interesting-papers-in-computer-science-for-2011

Infer.NET
http://research.microsoft.com/en-us/projects/infernet/
Infer.NET is a .NET library for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET. Infer.NET is currently downloadable as a beta release under a non-commercial license.

Machine Learning
http://area51.stackexchange.com/proposals/26434/machine-learning

Hadoop and Machine Learning
http://www.slideshare.net/joshwills/hadoop-and-machine-learning

Machine Learning, Hadoop, and Mahout
http://nosql.mypopescu.com/post/14559975263/machine-learning-hadoop-and-mahout

Bayesian Reasoning and Machine Learning
http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/090310.pdf

Enbracing Uncertainty
http://embracinguncertainty.info/

The New Machine Intelligence
http://scpro.streamuk.com/uk/player/Default.aspx?wid=7739

Machine learning for dummies
http://blogs.technet.com/b/next/archive/2011/02/16/machine-learning-for-dummies-john-platt.aspx

Smart Data Structures: An Online Machine Learning
Approach to Multicore Data Structures
http://groups.csail.mit.edu/carbon/wordpress/wp-content/uploads/2011/03/eastep-smart-data-structures-icac11.pdf

Best Paper Awards in Computer Science (since 1996)
http://jeffhuang.com/best_paper_awards.html

Review of 2011 free Stanford online classes
http://programming-puzzler.blogspot.com.ar/2011/11/review-of-2011-free-stanford-online.html

My Links
http://delicious.com/ajlopez/machinelearning

Stay tuned!

Angel “Java” Lopez
http://www.ajlopez.com
http://twitter.com/ajlopez

2 Comments »

  1. […] Previous Post […]

    Pingback by Machine Learning: Links, News and Resources (1) | Angel "Java" Lopez on Blog — January 12, 2015 @ 9:28 am

  2. […] Previous Post […]

    Pingback by Machine Learning: Links, News And Resources (3) | Angel "Java" Lopez on Blog — January 13, 2015 @ 12:19 pm


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