machine learning links

[funderburkjim]

• github.com/hmason/ml_class/tree/master/intro_web_data
• http://www.dataschool.io/machine-learning-with-scikit-learn/
  • An introduction to statistical learning Section 2.1 is intro to ml
  • http://work.caltech.edu/library/014.html from learning from data course.
  • https://www.oreilly.com/ideas/six-reasons-why-i-recommend-scikit-learn
  • api design of machine learning software - scikit-learn
  • should you teach python or r for machine learning?
• Text processing in Python NLTK 3 Python 2 version TextBlob spaCy
• Data repositories for machine learning U. Cal. Irvine

[funderburkjim]

The famous Iris Dataset example

video

• dataset loading documenation
• computing with numpy video (VandePlas)
• Intro to Numpy and Scipy - pdf

[funderburkjim]

Deep Learning with Word2vec

[funderburkjim]

Review of Linear Algebra - presumably topics relevant to machine learning, since mentioned in book Python Machine Learning.