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Capri Granville's Blog – October 2019 Archive (5)

Jupyter Notebooks: Fundamentals of Machine Learning and Deep Learning

Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. 

Source: from the Support Vector Machines chapter,…

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Added by Capri Granville on October 27, 2019 at 6:30am — No Comments

Machine Learning and Deep Learning Textbook - Cornell University

Another free book to learn Machine Learning. It also comes with a Youtube video series available here

Content

  • Machine Learning Setup
  • k-Nearest Neighbors / Curse of…
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Added by Capri Granville on October 27, 2019 at 6:30am — No Comments

40+ Modern Tutorials Covering All Aspects of Machine Learning

This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with most documents featuring Python or R code and numerous illustrations or case studies. All this material is available for free, and consists of content mostly created in 2019 and 2018, by various top experts in their respective fields. A few of these documents are available on LinkedIn: see last section…

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Added by Capri Granville on October 12, 2019 at 7:30am — 1 Comment

GIF Image Featuring a Beautiful Visualization

Interesting GIF visualization. We do not endorse any political opinion, and the picture below is provided only for its visual value, not for its political content.

It was originally posted here. Other visualizations can…

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Added by Capri Granville on October 11, 2019 at 6:30am — No Comments

Free Book: A Comprehensive Guide to Machine Learning (Berkeley University)

By Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley. Dated June 24, 2019. This is not the same book as The Math of Machine Learning, also published by the same department at Berkeley, in 2018, and also authored by Garret…

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Added by Capri Granville on October 3, 2019 at 8:30am — 1 Comment

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