Theory of Neural Networks - Deep Learning Without Frameworks

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=u7n9t1cBei8


Duration: 1:14:26
42,058 views
1,056

Finally understand how deep learning and neural networks actually work. In this talk by Beau Carnes, you will learn the theory of neural networks. Instead of teaching about a framework such as Karas or TensorFlow, Beau gives an overview of the methods behind those frameworks.

First, he explaining the key concepts of deep learning. Then, he live codes a neural network using Python without using any frameworks. This will help you understand the concepts at a deeper level.

🐦 Beau Carnes on Twitter: https://twitter.com/carnesbeau

πŸ”— Beau's Deep Learning course from Manning Publications: https://www.manning.com/livevideo/grokking-deep-learning-in-motion?a_aid=algmotion&a_bid=5d7bc0ba

Talk given at Moscow PythonConf++ 2018. Check out their YouTube channel: https://www.youtube.com/user/moscowdjangoru

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://medium.freecodecamp.org



Other Videos By freeCodeCamp.org


2018-11-27Hacking Web Performance
2018-11-27What do computer programmers actually do?
2018-11-26Using a Public API - Tutorial for Beginners
2018-11-23Unity Game Dev Full Tutorial - 3D Snake Game
2018-11-21Create a Platformer Game with JavaScript - Full Tutorial
2018-11-20React Beginners Tutorial - Build an Autocomplete Text Box
2018-11-197 Habits of Successful Software Engineers
2018-11-16npm Tutorial for Beginners
2018-11-15Hackathon Live Demos from the 2018 freeCodeCamp JAMstack Hackathon top 7 teams
2018-11-15The History of Cryptography: Block Cyphers, Stream Cyphers, Public Keys and more!
2018-11-14Theory of Neural Networks - Deep Learning Without Frameworks
2018-11-14How to Build a Discord Bot - Full JavaScript Chatbot Tutorial
2018-11-13Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript
2018-11-12Resume Review: Front-end Web Developer (Waqar)
2018-11-09Web Development Tutorial - JavaScript, HTML, CSS - Rock Paper Scissors Game
2018-11-09Kubernetes: A Developer's Guide to Orchestrating Containers
2018-11-08Computer Science Terminology
2018-11-07Beat Asteroids Game Using a Neural Network - JavaScript Tutorial
2018-11-06Learn Angular - Full Tutorial Course
2018-11-06Writing Code like a Real Hacker (VS Code Macro Extension)
2018-11-05Using icons on the web with Ionicons


Tags:
deep learning
neural network
tensorflow
karas
deep learning tutorial
deep leagning for beginners
neural network for beginners
theory of neural networks
python
manning
manning publications
pythonconf
moscow
moscow pythonconf++