Deep Learning Model Compression Algorithms
Pruning, Quantization, Knowledge distillation, Factorization
★★★★★ 4.6
(48 reviews)
2 hours of content
What you'll learn
- Understand pruning algorithms
- Understand quantization algorithms
- Understand distillation algorithms
- Understand factorization algorithms
Examines compression algorithms for deep learning models, covering pruning, quantization, knowledge distillation, and factorization. Learners can understand the main techniques used to reduce model size and computational cost.
Who this course is for
Practitioners with deep learning experience who need to apply model compression methods.
#deep-learning
#model-compression
#pruning
#quantization
#knowledge-distillation
#factorization