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- Welcome to the course
- What are AI and machine learning?
- Using ML for classification
- Home
- Raspberry Pi Foundation
- Courses
- Introduction to Machine Learning and Artificial Intelligence
Introduction to Machine Learning and Artificial Intelligence
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Learning efforts
6 Hours Per Week
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Course and certificate fees
certificate availability
Yes
certificate providing authority
Raspberry Pi Foundation
The syllabus
Week 1: Introduction to machine learning
Week 2: Solving problems using AI
- What problems can AI solve?
- Collecting and preparing data for machine learning
- Potential problems with AI
- A recap of the week...
Week 3: How machines learn
- The machine learning process
- Supervised learning: Decision trees and nearest neighbour
- Unsupervised and reinforcement learning
- End of Week 3
Week 4: Neural networks and more activities
- Welcome to Week 4
- How neural networks work
- Activities for learning
- Writing a machine learning resource
- Further steps
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