As an Internet practitioner who is not majoring in CS, I always shy away from the field of AI. When I think about the words of high number, modeling, big data and algorithm, I feel numb. I plan to write this List to collect articles in the field of general artificial intelligence. I hope we can study together. I hope I can join this hot circle soon.

comprehensive

  • Deep learning vs machine learning vs pattern recognition ⭐️⭐️⭐ ⭐️⭐️
  • Deep learning, machine learning, and pattern recognition: a comparison ⭐️⭐️ college ⭐ ⭐

Machine learning

  • Learning Guide for beginners to machine learning (experience sharing) ⭐️⭐️ ️⭐ ⭐
  • Andrew Ng’s machine learning course on Coursera ⭐️⭐ ⭐️⭐️ ️
  • Why Deep Learning is Radically Different from Machine Learning ⭐️⭐️ college
  • 10 algorithms you must know for machine learning ⭐️⭐️ college
  • Introduction to machine learning, as well as a tutorial demo with demo ⭐️⭐️ doctor

Deep learning

  • One page that says, “What is deep learning? ⭐ ️ ⭐ ️ ⭐ ️ ⭐ ️ ⭐ ️
  • Why Deep learning (1) ⭐️⭐️ disk ⭐ ⭐
  • Why Deep learning (2) ⭐️⭐️ disk ⭐ ⭐
  • The history of deep Learning ⭐️⭐️ ️ ️
  • ⭐️⭐️⭐ ⭐️⭐️
  • Understand why neural networks are used, and what exactly is it? ⭐ ️ ⭐ ️ ⭐ ️ ⭐ ️

The neural network

  • “Clear the fog to see ARTIFICIAL Intelligence” -3 minutes to understand the mysterious neural network ⭐ ⭐️⭐ ⭐️ ️
  • What is the difference between the internal network structure of CNN(convolutional neural network), RNN(recurrent neural network) and DNN(deep neural network) ⭐️⭐️ college
  • Hacker’s guide to Neural Networks ⭐️⭐️⭐️⭐️⭐️
  • Artificial intelligence is a mystery. What’s inside? Take a look inside the convolutional neural network ⭐️⭐️ doctor

project

  • Tensorflow is an open source deep learning framework ⭐️⭐ ⭐ ⭐️⭐️
  • Torch Facebook is an open source set of deep learning frameworks ⭐️⭐️ ️⭐ ⭐
  • Convnetjs, using JS to implement deep learning ⭐️⭐️ college
  • PHP – ml ⭐ ️ ⭐ ️

other

  • “Clear the fog for AI” – Monte Carlo algorithm in MasterGo ⭐️⭐️⭐ ⭐️⭐️
  • Use machine learning to play FlappyBird ⭐️