This course on Applied AI using Microsoft's Azure Cognitive Services aims to teach learners how to integrate intelligent algorithms into their applications, websites, and bots without the need for a dedicated team of data scientists. The course covers topics such as Artificial Intelligence, Machine Learning, Decision Trees, Deep Learning, Image Classification, and Cognitive Services. The teaching method includes lectures, examples, live demos, and hands-on coding exercises. This course is intended for developers, programmers, and tech enthusiasts interested in incorporating AI capabilities into their projects using Azure Cognitive Services.
Applied AI - Real-World Use Cases for Microsoft’s Azure Cognitive Services
Overview
Syllabus
Introduction
What is Artificial Intelligence
What is Machine Learning
Example of Machine Learning
Decision Trees
Azure Notebook
Why is it problematic
What is deep learning
What deep learning can do
What deep learning can do with text
Alpha
Image Classification
Getting started with AI
Why GPUs
Why FPGAs
Data Science Virtual Machines
Machine Learning Models
Guessing Face Placement
Open Source Code
Chat Bot Example
Code
Cognitive Services
Live Demo
Learning Resources
Taught by
GOTO Conferences
