This course will address the hardware technologies for machine and deep learning (from the units of an Internet-of-Things system to a large-scale data centers) and will explore the families of machine and deep learning platforms (libraries and frameworks) for the design and development of smart applications and systems.
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What You Will Learn
- Describe the technological scenario of AI (Cloud, Edge, IoT) from an IT perspective.
- Identify the Machine and Deep Learning techniques and solutions developed for IoT and Edge Computing systems.
- Explain the main challenges and opportunities of technologies and platforms for AI.
Syllabus
WEEK 1: IT and A
WEEK 2: AI on the Cloud
WEEK 3: Embedded and Edge AI
WEEK 4: Challenges and opportunities