https://github.com/abbosaliboev/ai_course
2025-2 Artificial intelligence
https://github.com/abbosaliboev/ai_course
ai artificial-intelligence audio-processing computer-vision pytorch tensorflow
Last synced: 11 days ago
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2025-2 Artificial intelligence
- Host: GitHub
- URL: https://github.com/abbosaliboev/ai_course
- Owner: abbosaliboev
- Created: 2025-09-11T04:51:18.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-11-13T06:15:50.000Z (8 months ago)
- Last Synced: 2025-11-13T07:20:06.830Z (8 months ago)
- Topics: ai, artificial-intelligence, audio-processing, computer-vision, pytorch, tensorflow
- Language: Python
- Homepage:
- Size: 126 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# AI_course 
This repository contains my weekly homework submissions for the **2025-2 Artificial Intelligence** course.
Each week includes code, results, and a README file explaining the task.
---
**Name:** Abbos Aliboev (알리)
**ID:** 2023041080
**Course:** 2025-2 Artificial Intelligence
### Hardware
- GPU: NVIDIA TITAN RTX
- CUDA Support: Available (1 device)
---
## ✅ Completed Homeworks
- **[Week 2](./week1/README.md)** → *(introductory task, setup or basic AI exercise)*
- **[Week 3](./week2/README.md)** → PyTorch environment setup, CUDA check
- **[Week 4](./week3/README.md)** → PyTorch Audio I/O, waveform & spectrogram visualization
- **[Week 5](./week5/README.md)** → Speech Recognition with **Wav2Vec2**, Custom Audio Transcription, Mel Spectrogram, Transformer Layer Feature Extraction
- **[Week 9](./week9/README.md)** → Transfer Learning for Computer Vision Tutorial
- **[Week 10](./week10/README.md)** → Image Classification using **EfficientNet-B3**, Transfer Learning on Hymenoptera Dataset (Bees 🐝 vs Ants 🐜)
- **[Week 11](./week11/README.md)** → Regression Analysis on **Student Performance Dataset**, achieving high prediction accuracy with **PyTorch**
---
## 🖥️ Development Environment (General)
- **Hardware:** NVIDIA TITAN RTX
- **CUDA Support:** Available (1 device)
- **Python:** 3.10.x
- **PyTorch:** 2.5.1+cu124
---
📌 *More weekly assignments will be added as the course progresses.*