Learning ML

ml.md

Learning Links

Machine Learning

• Fast AI course on Machine Learning
• Machine Learning Guides: From Google
• Machine Learning for Artists: Free book on Github

Neural Networks

• Google's AI Course
• Open Courseware videos on AI from MIT
• Spreadsheets for Convolution NNs

TensorFlow

• TensorFlow-Roadmap
• TensorFlow tutorials
• Tensorflow workshop: From Google

Videos

• Tensorflow intro from IO-2018

Interesting Links

• Distill.pub: ML magazine
• TensorFlow in JavaScript
• TensorFlow Hub: Premade models for TF (Google)
• Analyzing mechanical watch data using CoreML
• Pretrained models for style transfer
• ModelZoo: More pretrained models
• BayesDB: AI assisted data inference tool
• TensorFlow Style Transfer (collab file)
• Intuitively understand convolutions for deep learning

Libraries


• https://github.com/BrainJS/brain.js: A library of Neural Networks written in JavaScript

Interesting Projects

• Google Teachable Machine
• Deep Learning Visualization Toolbox