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Develop and Deploy Deep Learning Services at the Edge with IBM and NVIDIA Jetson

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Overview

Explore the process of developing and deploying deep learning services at the edge using IBM technologies and NVIDIA Jetson in this comprehensive webinar. Gain insights into cloud and edge setup, code development, and machine learning services at the edge. Discover the intricacies of face emotion classification, Watson integration, and the use of Docker containers. Learn about the Open Horizon platform, NVIDIA Jetson TX, and centralized services. Understand the challenges and lessons learned in edge development, including container reliability and communication. Dive into reinforcement learning concepts and explore the potential of edge computing for AI applications.

Syllabus

Introduction
Registration
Cloud Setup
Edge Setup
Code Development
Update Pattern
Development Lessons Learned
Machine Learning Services at the Edge
RL2RL
Face Emotion Classifier
Watson Into
Thank You
QA Session
Open Horizon
NVIDIA
Jetson TXT
Docker Container
Horizon Code
Communication
Container Reliability
Followup
Control Plane
Centralized Services
Training Locally

Taught by

NVIDIA Developer

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