CS231n Winter 2016: Lecture1: Introduction and Historical Context

…e books and courses You can get more in-depth knowledge of Machine learning from following sources 1)Nando machine learning course ( link ) 2)Bishops book ( link ) Especially Bishops book is really deep and covers almost all basic concepts. Now for recent advances in Deep learning. I will suggest two brilliant courses from Stanford 1) Vision ( link to this video ) 2) NLP ( link ) The Vision course by Karparthy can be a very good introduction to Deep learning. Also, the mother book for deep learning ( link )is good…

fast.ai Making neural nets uncool again. fast.ai is dedicated to making the power of deep learning accessible to all.0 Udacity. Intro to Machine Learning: Pattern Recognition for Fun and Profit1 MIT 6.S099: Artificial General Intelligence2 Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Engineering, Indian Institute of Technology, Kharagpur3 DeepMind. Reinforcement Learning Course by David Silver4 Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition.5 0 link 1 link 2 link 3 link 4 link 5 link to this video

No need to apologize- I learned SO much from your blog, thank you. I didn't realize the course was online ( link to this video ). Also, looks like there's a subreddit for it as well: link It's really wonderful that all of this is freely available, thank you.

…that I spend skilling up in AI. I've been following the space for about 15 years and have done a bunch of self learning of earlier ML techniques (the early Stanford ML MooCs) so I'm not coming in cold. What I'm doing is: - Following along with Karpathy's videos, which has been mentioned: link - About to follow along with CS 231n, also mentioned: link to this video - Trying ideas and theories in a Jupyter notebook - Reading papers I would agree with other commenters that recommend learning how to implement a paper. As someone who barely managed to get their undergraduate degree, papers are intimidating. I don't know half the terms and the equations, while short, look complex. Often it will take me sev…