Course: Technologies and platforms for Artificial Intelligence

Section outline

Select section Board

Collapse Expand
Board

Collapse all Expand all
- Select activity Announcements
  
  Announcements Forum
- Select activity Forum
  
  Forum
  
  Students must
  
  Make forum posts: 1
Select section Week 0 - Introduction to the course

Collapse Expand
Week 0 - Introduction to the course
- Select activity Welcome!
  
  Welcome! Page
  
  Students must
  
  View
- Select activity Initial Survey
  
  Initial Survey Feedback
  
  Students must
  
  View
Select section Week 1 - IT and AI

Collapse Expand
Week 1 - IT and AI
Week 1 explains the IT perspective for AI and describes hardware technologies for AI.
- Select activity Learning Outcomes
  
  Learning Outcomes Page
  
  Students must
  
  View
- Select activity The IT perspective for AI
  
  The IT perspective for AI Page
  
  Students must
  
  View
- Select activity The hardware technologies for AI
  
  The hardware technologies for AI Page
  
  Students must
  
  View
- Select activity Technological evolution and AI revolution
  
  Technological evolution and AI revolution Page
  
  Students must
  
  View
- Select activity Activity 1
  
  Activity 1 Page
  
  Students must
  
  View
Select section Week 2 - AI on the Cloud

Collapse Expand
Week 2 - AI on the Cloud
Week 2 focuses on AI on the Cloud by exploring the typical architecture of Cloud-based AI applications and the role of AI hardware accelerators (i.e., GPU, TPU and FPGA).
- Select activity Learning Outcomes
  
  Learning Outcomes Page
  
  Students must
  
  View
- Select activity The IT architecture for AI on Cloud
  
  The IT architecture for AI on Cloud Page
  
  Students must
  
  View
- Select activity Machine- and deep-learning-as-a-service
  
  Machine- and deep-learning-as-a-service Page
  
  Students must
  
  View
- Select activity Hardware accelerators fueling AI
  
  Hardware accelerators fueling AI Page
  
  Students must
  
  View
Select section Week 3 - Embedded and Edge AI

Collapse Expand
Week 3 - Embedded and Edge AI
Week 3 is about Embedded and Edge AI
- Select activity Learning Outcomes
  
  Learning Outcomes Page
  
  Students must
  
  View
- Select activity Computing anywhere: IoT and Edge for AI
  
  Computing anywhere: IoT and Edge for AI Page
  
  Students must
  
  View
- Select activity AI for IoT
  
  AI for IoT Page
  
  Students must
  
  View
- Select activity Edge AI
  
  Edge AI Page
  
  Students must
  
  View
- Select activity Activity 2
  
  Activity 2 Page
  
  Students must
  
  View
Select section Week 4 - Challenges and opportunities

Collapse Expand
Week 4 - Challenges and opportunities
Week 4 explores challenges and opportunities for AI and technologies.
- Select activity Learning Outcomes
  
  Learning Outcomes Page
  
  Students must
  
  View
- Select activity GenAI: the black swan in ML-as-a-service
  
  GenAI: the black swan in ML-as-a-service Page
  
  Students must
  
  View
- Select activity Privacy-preserving Machine Learning
  
  Privacy-preserving Machine Learning Page
  
  Students must
  
  View
- Select activity Tiny Machine Learning: theory and technology
  
  Tiny Machine Learning: theory and technology Page
  
  Students must
  
  View
Select section Week 5 - Final Quiz

Collapse Expand
Week 5 - Final Quiz
- Select activity Final Quiz
  
  Final Quiz
  
  Students must
  
  View
  
  Receive a grade
  
  Receive a passing grade
Select section Final survey

Collapse Expand
Final survey
- Select activity Final survey
  
  Final survey Feedback
  
  Students must
  
  View
  
  Submit feedback
Select section {mlang it}Attestato{mlang}{mlang en}Certificate{mlang}

Collapse Expand
{mlang it}Attestato{mlang}{mlang en}Certificate{mlang}
The Open Badge is available to users who have either completed the Weekly Quizzes 1, 2 and 3 before April 2025, or completed the Final Quiz, which also covers new and interesting themes included in Week 4.
Not available unless: Any of: ...

Not available unless:

Any of:

The activity Final Quiz is complete and passed

All of:

The activity Quiz - Week 1 is complete and passed

The activity Quiz - Week 2 is complete and passed

The activity Quiz - Week 3 is complete and passed

The activity Final survey is marked complete
Select section Additional resources

Collapse Expand
Additional resources
- Select activity Video transcripts
  
  Video transcripts Folder
- Select activity Linkography
  
  Linkography Page