(Day 48) KAIST's AI503 Mathematics for AI (Matrix Decompositions)
February 18, 2024
Hello :) Today is Day 48!
A quick summary of today:
- Started Week 1 - Matrix decompositions of AI503 Math for AI
(Day 47) Learning a bit more about GANs and finding more KAIST courses
February 17, 2024
Hello :) Today is Day 47!
A quick summary of today:
- Looking at GANs from DeepLearning.AI’s perspective
- Trying to find more KAIST courses
(Day 46) Meeting Transformers again and their implementation
February 16, 2024
Hello :) Today is Day 46!
A quick summary of today:
- Understanding Transformers with Professor Choi from KAIST
(Day 45) Trying to understand VAEs with Professor Choi from KAIST
February 15, 2024
Hello :) Today is Day 45!
A quick summary of today:
- Learning the theory behind VAEs with Professor Choi from KAIST
- Implementing a VAE from scratch with Aladdin Persson (now probably my 2nd favourite DL youtuber after Andrej Karpathy)
(Day 44) Batch vs Layer vs Group Normalization and GANs (+ found a free KAIST AI course)
February 14, 2024
Hello :) Today is Day 44!
A quick summary of today:
- Found KAIST Professor Choi’s Programming for AI lectures link
- Discovered that there is Layer and Group norm (not only Batch norm)
- Learned about GANs
(Day 43) Coding up LeNet, VGG, InceptionNet, UNet from scratch
February 13, 2024
Hello :) Today is Day 43!
A quick summary of today:
- write LeNet from scratch
- write VGG from scratch
- write InceptioNet from scratch
- write UNet from scratch (again)