Computer Science / Machine Learning

Introduction to Machine Learning and AI

Brought by: edX

Overview

From self-driving cars to determining someone's age, artificial intelligence (AI) systems trained with machine learning (ML) are being used more and more. But what is AI, and what does machine learning actually involve?

In this four-week course from the Raspberry Pi Foundation, you'll learn about different types of machine learning, and use online tools to train your own AI models. You'll find out about the types of problems that machine learning can help to solve, discuss how AI is changing the world, and think about the ethics of collecting data to train a machine learning model.

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

Taught by

Ben Garside and Mac Bowley

Computer Science / Machine Learning

Introduction to Machine Learning and AI

Introduction to Machine Learning and AI

Brought by: edX

edX
Free
English
Certificate Available
Certain days
beginner
English

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