​🎉 This marks the 20th AI by Hand ✍️ Workshop — a milestone worth celebrating!

​This popular AI by hand ✍️ workshop is designed for beginners to build a math foundation for deep learning, covering ​

1. ​Dot Product

2. ​​Matrix Multiplication

3. ​​Linear Layer

4. ​​Activation

5. ​​Artificial Neuron

​This session will led by none other than Anna who created a first ever AI by Hand video for me, when no one knew about AI by Hand.

​​Testimonials

​"Thanks for the transformer session today let by Leo and Anna. Really enjoyed it and could follow up almost all of it due to how planned the excel sheet was!" ~ Ravi

​​​"Thank you Prof. Yeh, Leo and Anna for the such an interactive session! I was able to understand the concepts of transformer very clearly. Looking forward to meet in upcoming sessions!" ~ Leema

​​​"The session was nice and instructors were patient to explain it step by step." ~ Harish

​​"Amazing session! Thanks" ~ Willard

​​"I have attended exceptional sessions on AI by hand related to Beginner, Intermediate and Advanced. They have uniquely demonstrated on to execute AI concepts like transformers , NDLinear algorithm" ~ Sai

​​"Thank you Melton! it was a great session and you are a great teacher!" ~ Katy