YoVDO

ML On-Device: Building Efficient Models

Offered By: Open Data Science via YouTube

Tags

Machine Learning Courses Mobile Development Courses Image Recognition Courses Edge Computing Courses Model Optimization Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the world of on-device machine learning in this 34-minute video presentation by Danni Li. Dive into the intricacies of building efficient models for mobile and edge devices, enabling real-time tasks like image recognition and natural language processing. Learn about the advantages of on-device ML, including enhanced privacy and instantaneous decision-making. Discover efficient model training and inference techniques, and gain insights into valuable learning resources. Conclude with a Q&A session to deepen your understanding of this cutting-edge technology that powers features like beauty filters in video apps while preserving data privacy.

Syllabus

- Intro
- On Device ML
- Efficient Model and Training Inference
- Learning Resources
- Q&A


Taught by

Open Data Science

Related Courses

3D-печать для всех и каждого
Tomsk State University via Coursera
Developing a Multidimensional Data Model
Microsoft via edX
Launching into Machine Learning 日本語版
Google Cloud via Coursera
Art and Science of Machine Learning 日本語版
Google Cloud via Coursera
Launching into Machine Learning auf Deutsch
Google Cloud via Coursera