ml basics

how machines learn, from zero: parameters, loss, gradient descent, neurons and backprop, all the way to your first tiny language model. 12 short video lessons.

• 12 short video lessons
• study kit: one page per lesson (pdf)
• 48 practice questions with answer key (pdf)
• pay once, yours forever