Make Your Own Neural Network in Python
Course Overview
Machine learning is one of the fastest growing fields, and we cannot emphasize enough about its importance. This course aims to teach one of the fundamental concepts of machine learning, i.e., Neural Network. You will learn the basic concepts of building a model as well as the mathematical explanation behind Neural Network and based on that; you will build one from scratch (in Python). Y... See more
How You'll Learn
Hands-on coding environments
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Faster than videos
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
No set-up required
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Progress you can show
Built in assessments let you test your skills. Completion certificates let you show them off.
Hands-on coding environments
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Faster than videos
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
No set-up required
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Progress you can show
Built in assessments let you test your skills. Completion certificates let you show them off.
Course Contents
1. Prologue
2. Introduction
3. Part 1 - A Little Background
4. Part 2 - Let's Get Started!
5. Part 3 - Backward Propagation of Error
6. Part 4 - Adjusting the Link Weights
7. Part 5 - A Gentle Start with Python
8. Part 6 - Neural Network with Python
9. Part 7 - Testing Neural Network against MNIST Dataset
10. Part 8 - Some Suggested Improvements
11. Part 9 - Even More Fun!
12. Epilogue
13. Appendix: A Small Guide to Calculus
Course Overview
Machine learning is one of the fastest growing fields, and we cannot emphasize enough about its importance. This course aims to teach one of the fundamental concepts of machine learning, i.e., Neural Network. You will learn the basic concepts of building a model as well as the mathematical explanation behind Neural Network and based on that; you will build one from scratch (in Python). Y... See more
How You'll Learn
Hands-on coding environments
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Faster than videos
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
No set-up required
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Progress you can show
Built in assessments let you test your skills. Completion certificates let you show them off.
Hands-on coding environments
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Faster than videos
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
No set-up required
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Progress you can show
Built in assessments let you test your skills. Completion certificates let you show them off.
