GetCloudSkills.com School

Choose between image classification and object detection models

Label images

Train a custom image model

Create and label a test dataset in Azure ML

Evaluate custom vision model metrics

Publish a custom vision model

Consume a custom vision model

Use Azure AI Video Indexer to extract insights

Use Azure AI Vision Spatial Analysis to detect presence and movement

ASSIGNMENT: Official MS Learn Labs

Extract key phrases

Extract entities

Determine sentiment of text

Detect the language used in text

Detect personally identifiable information (PII) in text

Implement text-to-speech

Implement speech-to-text

Speech Synthesis Markup Language (SSML)

Implement intent recognition

Implement keyword recognition

Translate text and documents by using the Azure AI Translator service

DEMO: Create an AI Translator Resource

DEMO: Azure AI Language Studio for Translation

Implement custom translation

Translate speech-to-speech by using the Azure AI Speech service

Translate speech-to-text by using the Azure AI Speech service

Translate to multiple languages simultaneously

Create intents and add utterances

Create entities

Use ChatGPT to Create Sample Utterances

Train and evaluate a conversation language understanding model

Deploy and test a conversation language understanding model

Backup and recover language understanding models

Overview of Custom Question Answering in Azure AI

Create a question answering project

Add question-and-answer pairs manually

Import sources

Train and test a knowledge base

Publish a knowledge base

Create a multi-turn conversation

Add alternate phrasing

Add chit-chat to a knowledge base

Export a knowledge base

Create a multi-language question answering solution

Overview of Azure AI Search

Provision an Azure AI Search resource

Create data sources

Azure AI Search Indexes

Create an index

Define a skillset

Implement custom skills

Create and run an indexer

Query an index, including syntax, sorting, filtering, and wildcards

Overview of AI Document Intelligence

Provision a Document Intelligence resource

Use prebuilt models to extract data from documents

Overview of Azure OpenAI Services

Provision an Azure OpenAI Service resource

Select and deploy an Azure OpenAI model

Submit prompts to generate natural language

Submit prompts to generate code

Use the DALL-E model to generate images