Quantization and Pruning

Intermediate Level

03:40 hrs

What you will learn:

Master the fundamentals of quantization and its significance in model optimization.Explore various quantization techniques and their implementation processes.Discover effective pruning strategies to enhance model performance.Analyze real-world applications of quantization and pruning in industry.Identify emerging trends in AI related to model optimization.

Badge

450 edCoins bonus

2360 Enrolled

3 Rating

Skills you will gain

QuantizationPruningQuantization TechniquesPruning StrategiesModel OptimizationQuantization MethodsPruning Techniques

Introduction to Concepts

Quantization Techniques

Pruning Strategies

Real-world Applications

Future Trends

Quantization and Pruning

Course Modules

1. Introduction to Concepts54 mins90 Edcoins

2. Quantization Techniques43 mins90 Edcoins

3. Pruning Strategies47 mins90 Edcoins

4. Real-world Applications48 mins90 Edcoins

5. Future Trends28 mins90 Edcoins