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Overview
This course is designed to introduce teenagers to the exciting world of machine learning (ML) and artificial intelligence (AI) in a fun, engaging, and accessible way. It breaks down complex concepts into simple, easy-to-understand lessons that encourage curiosity and creativity. Teens will learn how machines can learn from data and make decisions without being explicitly programmed. Starting with foundational ideas such as data, algorithms, and models, the course gradually explores popular AI applications like image recognition, speech processing, and chatbots. Hands-on...
Syllabus
This course will cover:
- The history of AI
- What are AI and machine learning?
- Using AI for classification
- What problems can AI solve?
- Collecting and preparing data for machine learning
- Potential problems with AI
- The machine learning process
- Supervised learning: Decision trees and nearest neighbour
- Unsupervised learning
- Reinforcement learning
- How neural networks work
- Writing a good ML resource
Raspberry Pi Foundation via edX
4 hours
$59.00 Certificate Available
English
On-Demand
Beginner
Instructor
Ben Garside & Mac Bowley
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