Our Courses

AI for Developers

Quantization and Model Compression

Topics Covered

Level :

Expert

Model size reduction, running models on edge devices

Course Summary

Compress and optimize models for low-resource environments.

Course Description

Master quantization, pruning, and knowledge distillation to reduce model footprint and speed up inference. Ideal for deploying models on mobile and embedded systems.

Learning Modules

Module 1: Compression Methods: Learn quantization, pruning, and distillation.
Module 2: Edge Optimization: Prepare models for mobile and IoT.
Module 3: Accuracy vs. Efficiency: Balance trade-offs and test outcomes.

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