YoVDO

Deep Learning and the Relational Algebra

Offered By: Simons Institute via YouTube

Tags

Relational Algebra Courses Deep Learning Courses Machine Learning Inference Courses Autograd Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the intersection of deep learning and relational algebra in this 32-minute lecture by Zack Ives from the University of Pennsylvania. Delve into the growing role of machine learning inference in query processing, from training models over database views to making predictions on data streams. Examine the potential benefits of extending relational algebra with tensor operations, autograd, and other deep learning dataflow primitives. Gain insights from early, work-in-progress experiences in addressing this emerging field of study. Learn how the integration of machine learning and database technologies is reshaping query evaluation and data processing paradigms.

Syllabus

Deep Learning and the Relational Algebra


Taught by

Simons Institute

Related Courses

Introduction to AWS Inferentia and Amazon EC2 Inf1 Instances
Pluralsight
Introduction to AWS Inferentia and Amazon EC2 Inf1 Instances (Korean)
Amazon Web Services via AWS Skill Builder
Introduction to Amazon Elastic Inference
Amazon Web Services via AWS Skill Builder
TensorFlow Lite - Solution for Running ML On-Device
TensorFlow via YouTube
Inference on KubeEdge
Linux Foundation via YouTube