From perceptrons to CNNs and transformers: the concepts behind modern AI in one focused crash course.
0 Students
Created by
ai-authorLast updated
7/2026EnglishIntermediate
What you'll learn
Know the building blocks of deep networks
Understand CNNs, RNNs and transformers
Recognize training pitfalls: overfitting & co.
Choose the right architecture for a task
This course includes:
1h 31m on-demand video
1 Articles
Access on mobile and TV
Full lifetime access
Certificate of completion
Q&A with the instructor
Course content
1 Sections · 3
lectures · 1h 31m total length
Deep Learning Crash Course for Beginners
Preview
86:00
Architecture cheat sheet: CNN vs RNN vs Transformer5:00
Deep Learning Quiz
Requirements
A computer with internet access
Curiosity about AI — no ML background needed
Description
From perceptrons to CNNs and transformers: the concepts behind modern AI in one focused crash course.
This free course is a curated learning path built from the best openly available lessons, organised so you can follow along step by step. Each section ends with practice so the knowledge actually sticks.
Enroll for free and start today — lifetime access, learn at your own pace.
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