Microsoft: DAT263x Introduction to Artificial Intelligence (AI)

Introduction to Artificial Intelligence (AI)

A high-level overview of AI to learn how Machine Learning provides the foundation for AI, and how you can leverage cognitive services in your apps.

About this course

Artificial Intelligence will define the next generation of software solutions. This computer science course provides an overview of AI, and explains how it can be used to build smart apps that help organizations be more efficient and enrich people's lives. It uses a mix of engaging lectures and hands-on activities to help you take your first steps in the exciting field of AI.

Discover how machine learning can be used to build predictive models for AI. Learn how software can be used to process, analyze, and extract meaning from natural language; and to process images and video to understand the world the way we do. Find out how to build intelligent bots that enable conversational communication between humans and AI systems.

Note: The practical elements of this course are based on Microsoft Azure, and require an Azure subscription. Instructions for signing up for a free trial subscription are provided with the course materials, or you can use an existing Azure subscription if you have one.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

What you'll learn

In this course, you will learn how to:

Build simple machine learning models with Azure Machine Learning;
Use Python and Microsoft cognitive services to work with text, speech, images, and video;
Use the Microsoft Bot Framework to implement conversational bots.

Prerequisites

High-school level math and statistics.
A basic knowledge of programming – Python would be an advantage, but is not essential.
A willingness to learn through exploration and perseverance.

Course Syllabus

Introduction
Machine Learning – The Foundation of AI
Text and Speech – Understanding Language
Computer Vision – Seeing the World Through AI
Bots – Conversation as a Platform
Next Steps

Meet the instructors

Graeme Malcolm

Senior Content Developer
Microsoft Learning Experiences

Graeme has been a trainer, consultant, and author for longer than he cares to remember, specializing in SQL Server and the Microsoft data platform. He is a Microsoft Certified Solutions Expert for the SQL Server Data Platform and Business Intelligence. After years of working with Microsoft as a partner and vendor, he now works in the Microsoft Learning Experiences team as a senior content developer, where he plans and creates content for developers and data professionals who want to get the best out of Microsoft technologies.