Resources

A cheatsheet for links to AI resources

AI Lessons: https://aka.ms/AILessons

Short link to AI Resources: https://aka.ms/CurriculumAIResources

Core Concepts

• What is a Machine Learning Model?

Cognitive Services

Computer Vision

• Computer Vision Overview

• Computer Vision Documentation

• What's New in Computer Vision

• Ignite 2020: What's new in Cognitive Services Video

• Computer Vision API v3.1

• Object Detection

• Optical Character Recognition(OCR)

• OCR-Form-Tool Repo

• Face Detection

• Brand Detection

• Spatial Analysis

• AI Show: Spatial Analysis Episode

• Custom Vision Improve Performance

Language

• Text Analytics Docs

Speech

• Speech Service Overview

• Speech Studio

• Custom Speech Docs

• Custom Speech Portal

• Audio Content Creation Tool

• Audio Content Creation Docs

Power Platform

• Power Apps Free Trial

• Power Platform Overview

• Power Platform Documentation

• List of Power Apps Connectors

• List of Power Automate Connectors

• Custom Connectors

• AI Builder Overview

• AI Builder Documentation

• Power Platform Videos

• AI Builder Release Status

• AI Builder Cost Calculator

Logic Apps

• Logic Apps Documentation

• Logic Apps Pricing

• List of Logic Apps Connectors

Azure

• Azure Product Cost Calculator

Further Reading

• Bias in Machine Learning: How Facial Recognition Models Show Signs of Racism, Sexism and Ageism

Training Data

• Coco: COCO is a large-scale object detection, segmentation, and captioning dataset. https://cocodataset.org/#home