Skip to main content

Ctrl+K

ECE 386: AI Hardware Applications

Machine Prediction

1. Hello, Colab!
2. Networks and Tooling
3. Prediction Machines
4. Datasets
5. ICE 1: K-Means Clustering
6. ICE 2: Handwritten Digits - DNN
7. Cloud Hosting
8. Lab 1: Handwritten Digits - FastAPI
9. C&C: Prediction and Dimensionality

Edge Inference

10. Edge Inference Intro
11. Lab 2: Cortex DSP Benchmark
12. ARM Cortex Architecture
13. Quantization
14. Lab 3: Edge Impulse KWS
16. Command and Risk
17. C&C: Edge Inference

Development Boards

18. Lab 4: Cats vs. Dogs
21. Containerization
22. ICE 3: Whisper Transcription
23. GPU Architecture
24. ICE 4: GPU Acceleration
25. Student Choice

Large Language Models

26. Text Vectorization
27. Large Language Models
28. Lab 5: Prompt Engineering
30. C&C GPUs and LLMs

Final Block

31. Final Project
36. Wrap and Critique

Repository
Open issue

Search

Ctrl+K

By DFEC

© Copyright 2025.