Udemy - Edge AI with SLMs - Fine-Tuning and Local Deployment
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - FOUNDATIONS AND CONTEXT/1. Why Fine-Tuning on Edge.mp4 | 89.98 MB |
| ~Get Your Files Here !/1 - FOUNDATIONS AND CONTEXT/2. Small Language Models - Recap.mp4 | 77.74 MB |
| ~Get Your Files Here !/1 - FOUNDATIONS AND CONTEXT/3. What is Fine-Tuning.mp4 | 68.01 MB |
| ~Get Your Files Here !/2 - EFFICIENT FINE-TUNING TECHNIQUES/4. Full Fine-Tuning vs. PEFT.mp4 | 69.6 MB |
| ~Get Your Files Here !/2 - EFFICIENT FINE-TUNING TECHNIQUES/5. LoRA (Low-Rank Adaptation).mp4 | 63.08 MB |
| ~Get Your Files Here !/2 - EFFICIENT FINE-TUNING TECHNIQUES/6. QLoRA (Quantized LoRA).mp4 | 57.73 MB |
| ~Get Your Files Here !/2 - EFFICIENT FINE-TUNING TECHNIQUES/7. Post-Training Quantization.mp4 | 64.51 MB |
| ~Get Your Files Here !/3 - DATA PREPARATION AND CONFIGURATION/10. Tools and Frameworks.mp4 | 70.33 MB |
| ~Get Your Files Here !/3 - DATA PREPARATION AND CONFIGURATION/8. Data Selection and Preparation.mp4 | 70.13 MB |
| ~Get Your Files Here !/3 - DATA PREPARATION AND CONFIGURATION/9. Key Hyperparameters.mp4 | 65.63 MB |
| ~Get Your Files Here !/4 - EDGE DEPLOYMENT STRATEGY/11. Optimization for Edge Devices.mp4 | 80.22 MB |
| ~Get Your Files Here !/4 - EDGE DEPLOYMENT STRATEGY/12. Quantization for Inference.mp4 | 78.87 MB |
| ~Get Your Files Here !/4 - EDGE DEPLOYMENT STRATEGY/13. Packaging for Distribution.mp4 | 57.73 MB |
| ~Get Your Files Here !/4 - EDGE DEPLOYMENT STRATEGY/14. Validation and Testing on Edge.mp4 | 65.78 MB |
| ~Get Your Files Here !/5 - PRACTICAL CASES/15. Case 1 - Enterprise Document Classification.mp4 | 60.25 MB |
| ~Get Your Files Here !/5 - PRACTICAL CASES/16. Case 2 - Technical Support Assistant.mp4 | 65.54 MB |
| ~Get Your Files Here !/5 - PRACTICAL CASES/17. Case 3 - Specialized Content Generation.mp4 | 58.73 MB |
| ~Get Your Files Here !/6 - BEST PRACTICES AND CONCLUSION/18. Common Pitfalls.mp4 | 64.01 MB |
| ~Get Your Files Here !/6 - BEST PRACTICES AND CONCLUSION/19. Near Future.mp4 | 78.68 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
Trackers
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