(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

(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

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