16th AI by Hand ✍️ Workshops (8/13)
Every Wednesday, we conduct workshops to teach AI by hand ✍️ to learners around the world.
Deep Learning Beginner Math Workshop
This workshop is designed for beginners to build a math foundation for deep learning, covering
Dot Product
Matrix Multiplication
Linear Layer
Activation
Artificial Neuron.
Transformer in Excel Workshop
This intermediate-level workshop is designed for AI engineers who understand how to use Transformer models, but still treat them as a black box. By visualizing the data flow and operations step-by-step in Excel, you’ll gain a deep understanding of how the math works, how information moves through each layer, and how the dimensions of all components align.
Latest AI Paper Workshop
In this advanced workshop, you'll dive into a cutting-edge model, architecture, or algorithm recently published. You'll work through brand-new AI by Hand style exercises, crafted specifically for this workshop. These are not available anywhere else—because you’ll be working at the state of the art!
Deep Reinforcement Learning Workshop
This advanced workshop will focus on understanding the deep reinforcement learning from a value-based perspective. We will start by discussing replay buffers, Monte Carlo learning, temporal difference learning, and then dive into Deep Q-Networks and SARSA algorithms.
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