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On-Device Training and Transfer Learning - Lecture 19

Offered By: MIT HAN Lab via YouTube

Tags

Transfer Learning Courses Machine Learning Courses Neural Networks Courses Federated Learning Courses Edge Computing Courses Model Optimization Courses Data Privacy Courses

Course Description

Overview

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Explore on-device training and transfer learning techniques in this comprehensive lecture from MIT's 6.5940 course. Delve into the intricacies of efficient machine learning as Professor Song Han guides you through cutting-edge concepts and methodologies. Learn how to implement and optimize on-device training strategies, and discover the power of transfer learning in enhancing model performance. Gain valuable insights into the latest advancements in the field of efficient machine learning, with practical applications and real-world examples. Access accompanying slides for enhanced understanding and reference. Whether you're a student, researcher, or industry professional, this lecture offers essential knowledge for advancing your skills in machine learning efficiency and on-device AI applications.

Syllabus

EfficientML.ai Lecture 19: On-Device Training and Transfer Learning (MIT 6.5940, Fall 2023)


Taught by

MIT HAN Lab

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