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Machine Learning

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OCR

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  1. extracting a quadrilateral image to a rectangle
  2. How to transform a projected 3D rectangle into a 2D axis aligned rectangle

Speech

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  1. The Ultimate Guide To Speech Recognition With Python – Real Python
  2. Guide to Speech Recognition with Python

Art Courses

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  1. Course Catalog | Kadenze
  2. Programming Max: Structuring Interactive Software for Digital Arts | Kadenze

Deep Learning

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  1. Deep Learning
  2. Deep Learning | Udacity
  3. Deep Learning Book (math)
  4. Neural networks and deep learning

Calculus

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  1. CNX Calculus One - Rice University

Linear Algebra

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  1. A First Course in Linear Algebra (A Free Textbook)
  2. FCLA A First Course in Linear Algebra (Online)
  3. Linear Algebra | Immersive Math

Statistics

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  1. Statistics 110: Probability | Harvard
  2. Intro to Statistics | Udacity
  3. Probability and Statistics | Math is fun
  4. Stat 200 | Penn State University
  5. Stat Trek | Statistics and Probability
  6. Intro to Probability & Statistics | Better Explained

Online Courses

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  1. 150+ Educational Websites For Lifelong Learners

Articles (NLP)

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  1. A practical explanation of a Naive Bayes classifier | MonkeyLearn Blog
  2. The Amazing Power of Word Vectors

Articles (Machine Learning)

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  1. Getting started with Machine Learning
  2. The Mathematics of Machine Learning
  3. A Quick Look at Support Vector Machines

Articles (Statistics)

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  1. The 10 Statistical Techniques Data Scientists Need to Master
  2. What Are Degrees of Freedom in Statistics? | Minitab

Course To Take

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  1. Calculus One - The Ohio State University | Coursera
  2. Welcome to Game Theory - The University of Tokyo | Coursera
  3. Competitive Strategy - Ludwig-Maximilians-Universität München (LMU) | Coursera
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