DecodeAI
Topic courseIntermediateMachine Learning

Gradient Descent — Topic Deep Dive

A focused topic course on optimizers: SGD, momentum, Adam, schedules, and debugging unstable training.

What you'll walk away with

  • Choose optimizers deliberately
  • diagnose exploding/vanishing updates
  • design LR schedules

Course certificate

DecodeAI Certificate in Optimization & Gradient Descent

Earn by passing all topic quizzes (0/1)

Remaining: Optimizers in Practice

Tip: complete every module quiz at ≥ pass mark to unlock certification.

Syllabus

Module 1Free preview

Optimizers in Practice

From SGD to AdamW with schedules that work.

Theory 2 lessons Quiz Cheatsheet
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