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AI Hardware Applications

Prediction

1. Hello, Colab!
2. Prediction Machines
3. K-Means clustering digits
4. Machine Learning Workflow
5. Dimensionality
6. C&C: Prediction and Dimensionality

Neural Networks

7. Neural Networks
8. Linear Algebra and GPUs
9. DNN Exploration
10. Convolutional Neural Network
11. Transfer Learning
12. TensorFlow Lite
13. TF Lite 🥧
14. Workday 1
15. Workday 2
16. Live Inference 🐱 🐶
17. C&C: Deep Neural Networks

NVIDIA Jetson

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

Tensorflow Lite Micro

22. M4-Cortex Processor
23. Wake Word Detection

Natural Language Processing

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

Final Block

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

Repository
Open issue

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DNN Exploration

9. DNN Exploration#

Complete the mini-lab assigned in Gradescope.

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8. Linear Algebra and GPUs

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10. Convolutional Neural Network

By DFEC

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