(Day 54) I became a backprop ninja! (woohoo)
February 24, 2024
Hello :) Today is Day 54!
A quick summary of today:
- Read through cs231n’s neural network lectures 123
- Spent 8 hours going over Andrej Karpathy’s backprop ninja tutorial
(Day 53) Getting closer to becoming a 'backprop ninja' (thanks to Stanford Uni's cs231n assignments)
February 23, 2024
Hello :) Today is Day 53!
A quick summary of today:
(Day 52) Learning more about transformers with Andrej Karpathy
February 22, 2024
Hello :) Today is Day 52!
A quick summary of today:
- GPT from scratch with Andrej Karpathy
- Re-watching his other tutorials
(Day 51) More of AI503 - High-dim space, random walks and markov chains, VC-dims
February 21, 2024
Hello :) Today is Day 51!
A quick summary of today:
- Lecture 8: High-dimensional Space
- Lecture 9: Random Walks and Markov Chains
- Lecture 10: VC-Dimension
(Day 50) My ML journey does not end today! - KAIST's AI503 Mathematics for AI (PCA, GMM, SVM)
February 20, 2024
Hello :) Today is Day 50!
(Day 49) KAIST's AI503 Mathematics for AI (Continuous optimization, When models meet data, Linear regression)
February 19, 2024
Hello :) Today is Day 49!
A quick summary of today:
- continued with AI503
- continuous optimization
- when models meet data
- linear regression