Intel® Edge AI Fundamentals with OpenVINO™

Online Course

Udacity
Intel® Edge AI Fundamentals with OpenVINO™

What is the course about?

Intel® Edge AI Fundamentals with OpenVINO™
The course Intel® Edge AI Fundamentals with OpenVINO™ is an online class provided by Udacity. The skill level of the course is Intermediate. It may be possible to receive a verified certification or use the course to prepare for a degree.

Stay at the cutting-edge of AI technology by gaining practical skills for deploying edge AI. Learn how to use the Intel® Distribution of the OpenVINO™ toolkit to deploy computer vision capabilities inside a range of edge applications. Leverage the potential of edge computing and use the Intel® Distribution of the OpenVINO™ toolkit to fast-track development of high-performance computer vision and deep learning inference applications.

Course description
  • Intel® Edge AI Fundamentals with OpenVINO™
  • 1 month
  • Develop cutting-edge Edge AI applications
  • Leveraging Pre-Trained Models
  • The Model Optimizer
  • The Inference Engine
  • Deploying an Edge App
  • Leverage a pre-trained model for computer vision inferencing
  • Convert pre-trained models into the framework-agnostic intermediate representation with the Model Optimizer
  • Perform efficient inference on deep learning models through the hardware-agnostic Inference Engine
  • Deploy an app on the edge, including sending information through MQTT, and analyze model performance and use cases
  • Basic Python experience. Basic familiarity with computer vision and AI model creation.
  • See the Technology Requirements for using Udacity.
  • Computer vision and AI at the edge are becoming instrumental in powering everything from factory assembly lines and retail inventory management to hospital urgent care medical imaging equipment like X-ray and CAT scans. This program will teach fluency in some of the most cutting-edge technologies. The course will introduce students to the Intel® Distribution of OpenVINO™ Toolkit, which allows developers to deploy pre-trained deep learning models through a high-level C++ or Python inference engine API integrated with application logic. Based on convolutional neural networks (CNN), the toolkit extends workloads across Intel® hardware (including accelerators) and maximizes performance.What is Edge AI? In Edge AI, the AI algorithms are processed locally on a hardware device, without requiring any connection. It uses data that is generated from the device and processes it to give real-time insights in less than few milliseconds. AI Edge processing today is focused on moving the inference part of the AI workflow to the device, keeping data constrained to the device.

Prerequisites & Facts

Intel® Edge AI Fundamentals with OpenVINO™

Course Topic

Artificial Intelligence

University, College, Institution

Udacity

Course Skill Level

Intermediate

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Intel® Edge AI Fundamentals with OpenVINO™

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udacity
Intel® Edge AI Fundamentals with OpenVINO™
provided by Udacity

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School: Udacity
Topic: Artificial Intelligence