Welcome to AI U
The 30 day course is free - our mission is to educate as many as possible on Machine Learning.
...and introduce a new pedagogy of viral learning underpinned by motivational design.
The program:
Introduction to AI
Using ML in your business
- Sketch 1: Data Hierarchy
- Sketch 2: What is AI ?
- Sketch 3: AI Use Cases
- Sketch 4: Why Now?
- Sketch 5: What is Machine Learning ?
- Sketch 6: Limitations of AI
- Sketch 7: Machine Learning Tool box
- Sketch 8: AI Algorithms
- Sketch 9: Neural Networks
- Sketch 10: Machine Learning Weights
- Sketch 11: Activation Functions
Using ML in your business
Images and Vision
Text and Speech
The End?!
- Sketch 17: Handwriting recognition
- Sketch 18: Image Recognition with CNNs
- Sketch 19: Transfer Learning with CNNs
- Sketch 20: Image Segmentation with R-CNNs
- Sketch 21: Facial Recognition
- Sketch 22: Generative Adversarial Networks - GANs
Text and Speech
- Sketch 23: Speech Recognition
- Sketch 24: Natural Language Processing - NLP
- Sketch 25: Text Classifiers
- Sketch 26: Chatbots and Digital Assistants
- Sketch 27: Modelling Text with RNNs
- Sketch 28: Sequence-to-Sequence problems - translation
- Sketch 29: Text Generation with ChatGPT
The End?!
Sounds good?
We are still seeking sponsorship
of each day's activities to support this free program. We aim to launch on the 1st January 2024.
Enjoy the sneek preview
JohnO'
Founder of AI U