YoVDO

EfficientML.ai Lecture - Introduction to Efficient Machine Learning

Offered By: MIT HAN Lab via YouTube

Tags

Machine Learning Courses Artificial Intelligence Courses Deep Learning Courses Neural Networks Courses Algorithm Design Courses Energy Efficiency Courses Edge Computing Courses Model Optimization Courses Hardware Acceleration Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into the world of efficient machine learning with this comprehensive lecture from MIT HAN Lab. Explore cutting-edge techniques and strategies for optimizing ML models, reducing computational costs, and improving overall performance. Learn from expert researchers as they discuss the latest advancements in efficient ML algorithms, hardware acceleration, and model compression. Gain valuable insights into designing and implementing resource-efficient AI systems that can be deployed across a wide range of devices and applications. Discover how to balance accuracy and efficiency in your ML projects, and stay at the forefront of this rapidly evolving field.

Syllabus

EfficientML.ai lecture


Taught by

MIT HAN Lab

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX