Microsoft AI-102: Microsoft Azure AI Engineer Associate Training - OEM Certkit

• Language: English
• Audience: The target audience for this course are individuals who want to learn the fundamentals of dataBasics concepts in a cloud environment, acquire basic skills in cloud data services and build their basic knowledge of cloud data services within Microsoft Azure.
• Required knowledge level: some basic knowledge of computing and Internet concepts
• Course duration:  (depending on personal speed)
• Online access: 24/7, 365 days after activation
• Award Winning E-learning
• Contact with instructor by email and chat ( Online Mentor)
• Complete training for the official Exam
• User-friendly environment
• Certificate of Participation included

This CertKit introduces fundamentals concepts related to Artificial Intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them.

Prerequisites:

• Knowledge of Microsoft Azure and ability to navigate the Azure portal
• Knowledge of either C# or Python
• Familiarity with JSON and REST programming semantics
• Recommended course prerequisites: AI-900: Microsoft Azure AI Fundamentals.

Course outcome:

• In this course, you will learn to:
• Plan and manage an Azure AI solution
• Implement generative AI solutions
• Implement an agentic solution
• Implement computer vision solutions
• Implement natural language processing solutions
• Implement knowledge mining and information extraction solutions

Who should attend:
This course was designed for software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Foundry and other Azure AI services. They are familiar with C# or Python and have knowledge on using REST-based APIs and SDKs to build generative AI, computer vision, language analysis, and information extraction solutions on Azure.

Demo Microsoft AI-102: Microsoft Azure AI Engineer Associate Training

CertKit content:

• E-learning courses:

AI-102 - Azure AI Engineer Associate: Introducing Azure AI Services

Course: 36 Minutes

• Course Overview
• The AI-102 Certification
• Azure AI Services
• Capabilities of Azure AI Services
• AI-102 Exam Details and Preparation
• Course Summary

AI-102 - Azure AI Engineer Associate: Azure AI Engineer Associate: Azure AI Foundry and Language Studio

Course: 1 Hour, 31 Minutes

• Course Overview
• Natural Language Processing (NLP) in Azure
• Azure Language Studio
• Azure AI Foundry
• Azure AI Foundry Connected Resources
• Creating a Hub in Azure AI Foundry
• Differentiating Endpoints in an AI Project
• Exploring Connected Resources in the AI Foundry Management Center
• Using a Language Model in AI Foundry Playgrounds
• Provisioning a Language Resource Instance from the Azure Portal
• Using a Language Resource in Azure Language Studio
• Connecting a Language Resource in AI Foundr
• Course Summary

AI-102 - Azure AI Engineer Associate: Azure AI Engineer Associate: Language Tasks Using REST APIs and Client SDKs

Course: 1 Hour, 45 Minutes

• Course Overview
• Programmatic Access with REST APIs
• Programmatic Access with Client SDKs
• Prebuilt and Custom Language Capabilities in Azure
• Prebuilt Capabilities in the Language Service
• Connecting to Language and AI Service Resource Objects Using Python
• Performing Key Phrase Extraction Using the Language Playground
• Performing Key Phrase Extraction Using the Client SDK API and Python
• Performing Key Phrase Extraction Using the REST API and Python
• Implementing Named Entity Recognition (NER) Asynchronously
• Using REST APIs and the Language Playground for Named Entity Recognition (NER)
• Conducting PII Detection in Text from the Language Playground
• Performing Sentiment Analysis and Opinion Mining Using the Language Playground
• Performing Sentiment Analysis and Opinion Mining Using Python
• Custom Text Classification
• Custom Named Entity Recognition (NER)
• Course Summary

AI-102 - Azure AI Engineer Associate: Azure AI Engineer Associate: Conversational Language & Custom Question Answering

Course: 1 Hour, 38 Minutes

• Course Overview
• Conversational Language Understanding (CLU)
• Adding Intents in a Conversational Language Understanding Project
• Adding Entities in a Conversational Language Understanding Project
• Training Data for a Conversational Language Understanding Model
• Training, Deploying, and Consuming a Conversational Language Understanding Model
• Custom Question Answering and Chitchat
• QnA Pairs and the Knowledge Base
• Multiple Language Support in Custom Question Answering
• Using the QuestionAnsweringClient Python class
• Configuring a Custom Question Answering Project in Language Studio
• Deploying and testing a Custom Question Answering Project
• Adding Chitchat and Custom QnA Pairs for Custom Question Answering
• Orchestration Workflows with the Language Service
• Course Summary

AI-102 - Azure AI Engineer Associate: Azure AI Engineer Associate: Translation & Speech Tasks

Course: 1 Hour, 26 Minutes

• Course Overview
• Features of the Translator Service
• The Custom Translator
• Creating a Translator Resource
• Using the Python SDK for Translation, Transliteration, and Dictionary Lookup
• Using the REST API for Translation, Transliteration, and Profanity Filtering
• Prebuilt Features of the Speech Service
• Custom Speech Models
• Implementing Text-to-Speech Using Azure AI Foundry and the Python SDK
• Configuring Generated Speech Using SSML
• Implementing Speech-to-Text Using the Python SDK
• Course Summary

AI-102 - Azure AI Engineer Associate: Image Analysis in the Azure AI Vision Service

Course: 1 Hour, 43 Minutes

• Course Overview
• Computer Vision
• Azure AI Vision and the Image Analysis Service
• Vision-Based Services
• Azure AI Vision and Azure AI Foundry
• The Image Analysis Service
• Text Extraction with OCR in Vision Studio
• Text Extraction with OCR Using the Client SDK and REST APIs
• People Detection with the Client SDK and REST APIs
• Caption Generation with Vision Studio and Python
• Dense Caption Generation
• Object Detection in Images
• Tag Extraction for Images
• Image Thumbnail Generation with Smart Cropping
• Capabilities of the Image Analysis v3.2 API
• Using the Image Analysis v3.2 API
• Course Summary

AI-102 - Azure AI Engineer Associate: Video Indexer and Custom Vision

Course: 55 Minutes

• Course Overview
• Azure AI Vision Spatial Analysis
• Azure AI Video Indexer
• Using Azure AI Video Indexer
• Azure AI Custom Vision
• Custom Vision Model Training
• Image Classification Model Training
• Course Summary

AI-102 - Azure AI Engineer Associate: Azure OpenAI and AI Foundry

Course: 53 Minutes

• Course Overview
• Azure OpenAI
• Azure AI Foundry
• Azure AI Foundry Project Types
• Foundry vs. Hub Projects
• Working with Azure AI Foundry
• Azure AI Foundry Models
• Azure AI Foundry Playgrounds and Connected Resources
• Course Summary

AI-102 - Azure AI Engineer Associate: Projects, Playgrounds, and Models

Course: 1 Hour, 24 Minutes

• Course Overview
• Azure AI Foundry Setup
• Model Deployment and Playgrounds
• Creating and Using a Foundry Project
• Azure OpenAI Model Experimentation
• Utilizing the OpenAI Chat SDK
• The OpenAI Assistants SDK
• Working with the Assistants and Chat SDKs
• Azure OpenAI Model Types
• Creating and Using a Hub-Based Project
• Image Generation Models
• Course Summary

AI-102 - Azure AI Engineer Associate: Model Parameters and Prompt Engineering
AI-102 - Azure AI Engineer Associate: Retrieval Augmented Generation
AI-102 - Azure AI Engineer Associate: Fine-Tuning and Model Evaluation
AI-102 - Azure AI Engineer Associate: Tracing and Prompt Flows
AI-102 - Azure AI Engineer Associate: Introducing Azure AI Search
AI-102 - Azure AI Engineer Associate: Configuring and Using Azure AI Search
AI-102 - Azure AI Engineer Associate: Azure AI Content Understanding

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• 140+ questions

Online Mentor

The online mentor can answer all your specific technical questions via chat or email regarding your studies.
Online Mentor is active for 90 days or 365 days - after activation!

Tips, Tricks & Links

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Practice Labs - Virtual Labs (optional)

• Explore Document Processing in Azure AI's Document Intelligence Studio [Guided] [AI102-001]
• Create a Bot by Using the Bot Framework SDK [Guided] [AI102-002]
• Generate Insights from Images by Using Azure AI Vision Services [Guided] [AI102-003]
• Integrate Azure AI Immersive Reader Into Your Application by Using Its SDK [Guided] [AI102-005]
• Summarize Text Automatically by Using Azure AI Language Services [Guided] [AI102-006]
• Translate Text Between Languages by Using Azure AI Translator [Guided] [AI102-007]
• Generate Image Descriptions from Text [Guided] [AI102-008]
• Build an AI-Powered Search System by Using Azure AI Search [Guided] [AI102-009]
• Analyze and Generate Text-Based Sentiment by Using Azure AI Services [Guided] [AI102-010]
• Configure AI Prompts by Using Company Data [Guided] [AAI-002]
• Creating a Chatbot from a Custom AI Prompt [Guided] [AAI-003]
• Build Open AI Solutions Resources by Using Azure AI Studio [Guided] [AAI-004]