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AI Hardware Applications

Machine Prediction

1. Hello, Colab!
2. Networks and Tooling
3. Prediction Machines and ML Workflow
4. ICE: K-Means Clustering
5. Cloud Hosting
6. MNIST Digits with Neural Network
7. Lab: Serving Digits with FastAPI
8. C&C: Prediction and Dimensionality

Neural Networks

9. Tensors and Dimensionality
10. ICE: GPU Acceleration
11. ICE: Whisper Transcription
12. Convolutional Neural Network
13. Transfer Learning
14. Lab: Cats vs. Dogs
15. Herding 🐱 🐶
16. C&C: Deep Neural Networks

NVIDIA Jetson

17. Containerization
18. Diffusion Image Generation
19. Containers Part 2
20. YOLO

Tensorflow Lite Micro

21. M4-Cortex Processor
22. Wake Word Detection

Natural Language Processing

23. Text Vectorization
24. Transformers
25. Emergence and Ethics of LLMs
26. Prompt Engineering

Final Block

27. Final Project
28. Final Project
29. Final Project
30. Final Project
31. Final Project
32. Super Computers
33. Final Project
34. Final Project
35. Bias and Ethics
36. Final C&C
37. LLM Red Team 1
38. LLM Red Team 2
39. Wrap and Critique

Repository
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Transfer Learning

13. Transfer Learning#

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12. Convolutional Neural Network

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14. Lab: Cats vs. Dogs

By DFEC

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