- Welcome to the course
- What are AI and machine learning?
- Using ML for classification
- Home
- Raspberry Pi Foundation
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- Introduction to Machine Learning and Artificial Intelligence
Introduction to Machine Learning and Artificial Intelligence
BY
Raspberry Pi Foundation
via Futurelearn
Online
4 Weeks
Free
Quick facts
particular | details | ||
---|---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Learning efforts
2 Hours Per Week
|
Course and certificate fees
Type of course
Free
certificate availability
Yes
certificate providing authority
Raspberry Pi Foundation
certificate fees
$49
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