Simple Neural Network in 3 Minutes
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We will cover how a simple neural network can predict a light or dark font for a given background color. In particular, we will animate the entire process of forward propagation which is how a neural network executes a prediction.
The source code is here: https://github.com/thomasnield/3mds/blob/main/20230904_neural_networks.py
This video has been inspired by 3Blue1Brown, and special thanks to Grant Sanderson and the ManimCE community.
Follow me on LinkedIn for posts and updates. Reach out to me for questions. I'm busy but I don't bite.
https://www.linkedin.com/in/thomasnield/
Professional consulting, training, and advisory services on AI, data science, machine learning, automation, AI system safety, and software engineering.
http://nieldconsultinggroup.com
Music used:
Cinematic Documentary by Lexin_Music
https://pixabay.com/music/beautiful-plays-cinematic-documentary-115669/
Get a free 3 month license for all JetBrains developer tools (including PyCharm Professional) using code 3min_datascience:
https://www.jetbrains.com/all/
To support more videos like this, please check out my O’Reilly books.
Essential Math for Data Science
https://amzn.to/3Vihfhw
Getting Started with SQL
https://amzn.to/3KBudSY
Access all my books, online trainings, and video courses on O’Reilly with a 10-day free trial!
https://oreillymedia.pxf.io/1rJ1P6
We will cover how a simple neural network can predict a light or dark font for a given background color. In particular, we will animate the entire process of forward propagation which is how a neural network executes a prediction.
The source code is here: https://github.com/thomasnield/3mds/blob/main/20230904_neural_networks.py
This video has been inspired by 3Blue1Brown, and special thanks to Grant Sanderson and the ManimCE community.
Follow me on LinkedIn for posts and updates. Reach out to me for questions. I’m busy but I don’t bite.
https://www.linkedin.com/in/thomasnield/
Professional consulting, training, and advisory services on AI, data science, machine learning, automation, AI system safety, and software engineering.
http://nieldconsultinggroup.com
Music used:
Cinematic Documentary by Lexin_Music
https://pixabay.com/music/beautiful-plays-cinematic-documentary-115669/
