Scalable Machine Learning with High Performance and Cloud Computing

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
July 10-11, 2021
Visit the official webpage

What you'll learn

This tutorial introduces students to cutting-edge HPC systems and cloud computing technologies for Machine Learning and Deep Learning methods to address Earth Observation applications that deal with large and complex Remote Sensing datasets.

Lecture 1: Introduction

Get lecture

Lecture 2: Levels of Parallelism and High Performance Computing

Get lecture

Get notebook

Lecture 3: Distributed Deep Learning

Get lecture

Lecture 4: Hands-on Distributed Deep Learning

Get lecture

Lecture 5: Big Data Analytics using Apache Spark

Get lecture

No items found.