Temel Matematik
25 ders
Sıfırdan ML'e matematik temeli
Lineer cebir → Olasılık → Calculus → Derin öğrenme → Sıfırdan GPT → Diffusion → Algoritmalar. 11 kurs, 249 ders, her biri ML köprüleriyle.
Sıfırdan ML'e matematik temeli
Harvard Stat 110 — Joseph K. Blitzstein
MIT 18.06 — Gilbert Strang
Essence of Calculus — 3Blue1Brown
MIT 6.S191 — Alexander Amini & Ava Soleimany
Mosh Hamedani
Neural Networks: Zero to Hero — Andrej Karpathy
NYU DLSP20 — Yann LeCun & Alfredo Canziani
fast.ai (2022, Part 1+2) — Jeremy Howard
MIT 18.065 — Gilbert Strang
MIT 6.006 — Erik Demaine, Jason Ku & Justin Solomon