Udacity – Intel Edge AI for IoT Developers Nanodegree 2020 Free Download. Lead the development of cutting-edge Edge AI applications for the future of the Internet of Things. Leverage the Intel Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision & deep learning inference applications.
Udacity – Intel Edge AI for IoT Developers Nanodegree 2020 Description
Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise. You will identify key hardware specifications of various hardware types (CPU, VPU, FPGA, and Integrated GPU), and utilize the Intel® DevCloud for the Edge to test model performance on the various hardware types. Finally, you will use software tools to optimize deep learning models to improve the performance of Edge AI systems.
Prerequisites and Requirements
To succeed in this program, students should have the following:
- Intermediate knowledge of programming in Python
- Experience with training and deploying deep learning models
- Familiarity with different DL layers and architectures (CNN based)
- Familiarity with the command line (bash terminal)
- Experience using OpenCV
What will you learn
Edge AI Fundamentals with OpenVINO™
Hardware for Computer Vision & Deep Learning Application Deployment
Optimization Techniques and Tools for Computer Vision & Deep Learning Applications
Udacity – Intel Edge AI for IoT Developers Nanodegree 2020 Free Download
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