From 579cab9db63e16bd24a57deec4dd8d8bec405e7c Mon Sep 17 00:00:00 2001 From: Han Yang Lim Date: Thu, 1 Oct 2020 10:03:57 +0800 Subject: [PATCH] Added 2 online courses and 2 links to existing books --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 5bab735..eb7a72a 100644 --- a/README.md +++ b/README.md @@ -20,17 +20,19 @@ I am collecting material for teaching AI-related issues to non-tech people. The | [AI4All](https://ai4all.docebosaas.com/learn) | AI 4 All is a resource for AI facilitators to bring AI to scholars and students | | [Elements of AI](https://www.elementsofai.com/) | Elements of AI is a free open online course to teach AI principles | | [Teachable Machine](https://teachablemachine.withgoogle.com/) | Use Teachable Machine to train a computer to recognize your own images, sounds, & poses | +| [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/) | A Machine Learning crash course using Tensorflow APIs by Google| +| [Machine Learning by Andrew Ng](https://www.coursera.org/learn/machine-learning) | A Machine Learning university course taught by Stanford's Andrew Ng hosted on Coursera | ## Book Resources | Author | Book | |---|---| |---| Machine Learning | -|---| Understanding Machine Learning From Theory to Algorithms | +|Shai Shalev-Shwartz and Shai Ben-David| [Understanding Machine Learning From Theory to Algorithms](https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/copy.html) | |---| Machine Learning Yearning | |---| A Course in Machine Learning | |---| Machine Learning | |---| Neural Networks and Deep Learning | -|---| Deep Learning Book | +|Ian Goodfellow and Yoshua Bengio and Aaron Courville| [Deep Learning Book](https://www.deeplearningbook.org/) | |---| Reinforcement Learning: An Introduction | |---| Reinforcement Learning | \ No newline at end of file