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Machine Learning

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Overview

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  1. Machine Learning
  2. Some Questions from a CS undergrad student about jobs in machine learning : MachineLear...
  3. Amazon Machine Learning
  4. Top 20 Python Machine Learning Open Source Projects
  5. 4 Self-Study Machine Learning Projects - Machine Learning Mastery
  6. auto-sklearn/index.rst at master · automl/auto-sklearn
  7. 14 more

Tutorials Books and Videos

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  1. Artificial Intelligence | Electrical Engineering and Computer Science | MIT OpenCourseWare
  2. Reinforcement Learning Course
  3. Comp Neuro
  4. neural net quizs
  5. Neuralnets
  6. Natural Language Processing - Stanford University | Coursera
  7. 22 more

Data Sets

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  1. Datasets « Deep Learning
  2. UCI Machine Learning Repository
  3. 100+ Interesting Data Sets for Statistics - rs.io
  4. mldata :: Welcome

NLP

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  1. District Data Labs - Modern Methods for Sentiment Analysis
  2. Text Analysis blog | Aylien — Naive Bayes for Dummies; A Simple Explanation
  3. Practical Text Analysis using Deep Learning
  4. Learning to Read with Recurrent Neural Networks

Neural Nets

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  1. Hacker's guide to Neural Networks
  2. Neural Nets on regressions rather than classification problems? : MachineLearning
  3. Neural networks and deep learning
  4. Deeplearning4j - Open-source, distributed deep learning for the JVM
  5. Recurrent Neural Networks Tutorial, Part 1 – Introduction to RNNs | WildML
  6. Introduction to Neural Machine Translation with GPUs (part 1) | Parallel Forall
  7. 24 more
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