Neural Networks from Scratch: Backpropagation by Hand
Master the essentials of neural networks and apply them to real problems from the first module.
5.0(1 reviews)9 enrolled1h 21mBeginner Level
Created bySeoul Data Academy
$19.99$48.00
Full lifetime access · Certificate of completion
This course includes
1.4 hours on-demand video
Downloadable course assets & code
Instructional captions & notes
Verified certificate of completion
Full lifetime access with future syllabus updates
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Course Overview
Set up a working environment and tooling from a clean machine
Read and understand existing professional work involving neural networks
Explain the core concepts behind neural networks in your own words
Choose between the common approaches to neural networks and justify the choice
Course Curriculum
3 modules · 9 lessons · 1h 21m
Testing Neural Networks: Getting Started — Part 1
6 minUnderstanding Neural Networks: Getting Started — Part 2
9 minLocked
Building Neural Networks: Getting Started — Part 3
12 minLocked
Course Description
A practical, project-driven course in neural networks. Neural Networks from Scratch: Backpropagation by Hand takes you from the concepts that matter to work you can put in front of an employer or a client.
Exercises follow every major concept, with solutions explained rather than just supplied. By the end you will be able to work on real problems in this area without needing to follow a tutorial.
Part of the AI & Machine Learning catalog at San Uni Academy.
Prerequisites & Requirements
- No prior experience required — the course starts from the beginning
- A computer with an internet connection
- Curiosity and a willingness to practise between lessons
Student Feedback & Ratings
5.0
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Verified Student Ratings
Every review is submitted by a verified student who enrolled and engaged with this curriculum. San Uni Academy continuously audits course quality and student satisfaction.Neural Networks from Scratch: Backpropagation by Hand
$19.99$48.00★ 5.0