MicrosoftLearning/AI-900-AIFundamentals

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MicrosoftLearning/AI-900-AIFundamentals

MicrosoftLearning

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Includes labs for AI Fundamentals.

AI-900: Microsoft Azure AI Fundamentals

This repository contains the hands-on lab exercises for Microsoft course AI-900 Microsoft Azure AI Fundamentals and the self-paced modules on Microsoft Learn. The labs are designed to accompany the learning materials and enable you to practice using the technologies they describe.

Are you a MCT? - Have a look at our GitHub User Guide for MCTs

What are we doing?

To support this course, we will need to make frequent updates to the course content to keep it current with the Azure services used in the course. We are publishing the lab instructions and lab files on GitHub to allow for open contributions between the course authors and MCTs to keep the content current with changes in the Azure platform.
We hope that this brings a sense of collaboration to the labs like we've never had before - when Azure changes and you find it first during a live delivery, go ahead and make an enhancement right in the lab source. Help your fellow MCTs.

How should I use these files relative to the released MOC files?

The instructor handbook and PowerPoints are still going to be your primary source for teaching the course content.
These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest lab files.
It will be recommended that for every delivery, trainers check GitHub for any changes that may have been made to support the latest Azure services, and get the latest files for their delivery.

What about changes to the student handbook?

We will review the student handbook on a quarterly basis and update through the normal MOC release channels as needed.

How do I contribute?

Any MCT can submit a pull request to the code or content in the GitHub repro, Microsoft and the course author will triage and include content and lab code changes as needed.
You can submit bugs, changes, improvement and ideas. Find a new Azure feature before we have? Submit a new demo!

AZ-104-MicrosoftAzureAdministrator

AZ-104 Microsoft Azure Administrator

AZ-204-DevelopingSolutionsforMicrosoftAzure

AZ-204: Developing solutions for Microsoft Azure

AZ500-AzureSecurityTechnologies

Microsoft Azure Security Technologies

AI-102-AIEngineer

Lab files for AI-102 - AI Engineer

mslearn-dp100

Lab files for Azure Machine Learning exercises

Jupyter Notebook

DP100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

Jupyter Notebook

AZ400-DesigningandImplementingMicrosoftDevOpsSolutions

AZ-400 Course Repository for Labs and Demos.

AZ-303-Microsoft-Azure-Architect-Technologies

mslearn-ai900

Lab files for AI-900: Azure AI Fundamentals

Jupyter Notebook

DP-203-Data-Engineer

PL-300-Microsoft-Power-BI-Data-Analyst

DA-100-Analyzing-Data-with-Power-BI

AZ-304-Microsoft-Azure-Architect-Design

dp-203-azure-data-engineer

Exercise files for Microsoft Data Engineer curriculum

Principles-of-Machine-Learning-Python

Principles of Machine Learning Python

Jupyter Notebook

Lab-Demo-Recordings

Recordings and Demos of Labs

DP-900T00A-Azure-Data-Fundamentals

DP-900 ILT lab instructions

Jupyter Notebook

SC-200T00A-Microsoft-Security-Operations-Analyst

PL-900-Microsoft-Power-Platform-Fundamentals

PL-900 Microsoft Power Platform Fundamentals

AZ-700-Designing-and-Implementing-Microsoft-Azure-Networking-Solutions

mslearn-openai

Data-Science-Essentials

Course files for the Microsoft data Science Essentials Course

AZ-305-DesigningMicrosoftAzureInfrastructureSolutions

AZ-305: Designing Microsoft Azure Infrastructure Solutions

MS-500-Microsoft-365-Security

MS-500 Microsoft 365 Security Administrator courses

SC-300-Identity-and-Access-Administrator

DP-203T00-Data-Engineering-on-Microsoft-Azure

mslearn-azure-ml

Jupyter Notebook

mslearn-fabric

This repository hosts content related to Microsoft Fabric content on Microsoft Learn.

Jupyter Notebook

PL-400_Microsoft-Power-Platform-Developer

PL-200-Power-Platform-Functional-Consultant

PL-200 Power Platform Functional Consultant

EntityFramework

Entity Framework and MVC MVA

PL-100-Microsoft-Power-Platform-App-Maker

DP-300T00-Administering-Relational-Databases-on-Azure

WebAPIDesign

Web API Design MVA

eShopOnWeb

Repository maintained by AZ-400 course and Learn content community. Project used for AZ-400 Labs. Forked from: https://github.com/dotnet-architecture/eShopOnWeb Sample - ASP.NET Core 8.0 reference application, powered by Microsoft, demonstrating a layered application architecture with monolithic deployment model.

MS-700-Managing-Microsoft-Teams

MVAAngular

Slides and demos from AngularJS MVA

AZ-100-MicrosoftAzureInfrastructureDeployment

Research-Methods-for-Data-Science-with-Python

Research Methods for Data Science with Python

Jupyter Notebook

mslearn-ai-fundamentals

Azure AI Fundamentals exercises

AZ-140-Configuring-and-Operating-Microsoft-Azure-Virtual-Desktop

SC-900-Microsoft-Security-Compliance-and-Identity-Fundamentals

Programming-in-R-for-Data-Science

Introduction-to-Data-Analysis-using-Excel

Deep-Learning-Explained

This repository contains the lab files for Microsoft course DAT236x: Deep Learning Explained

Jupyter Notebook

dp-420-cosmos-db-dev

DP-420: Designing and Implementing Cloud-Native Applications Using Microsoft Azure Cosmos DB

SC-100-Microsoft-Cybersecurity-Architect

Speech-Recognition

Hosted files for DEV287x-Speech Recognition Systems

Principles-of-Machine-Learning-R

Principles of Machine Learning R

Jupyter Notebook

Data-Analysis-for-Absolute-Beginners

First course of the Data Analysis Professional Program, Data Analysis: A Practical Approach for Absolute Beginners

DP-500-Azure-Data-Analyst

Lab files for DP-500

AZ-101-MicrosoftAzureIntegrationandSecurity

AZ-120-Planning-and-Administering-Microsoft-Azure-for-SAP-Workloads

Labs for AZ-120 Planning and administering Microsoft Azure for SAP workloads

Implementing-ETL

Reinforcement-Learning-Explained

This repository contains the lab files for Microsoft course DAT257x: Reinforcement Learning Explained

Jupyter Notebook

MS-600-Building-Applications-and-Solutions-with-Microsoft-365-Core-Services

Essential-Math-R

Essential-Math-R

Jupyter Notebook

Django

Repository for the Django MVA

MCT-User-Guide

GitHub User Guide for MCTs

Processing-Big-Data-with-Hadoop-in-Azure-HDInsight

Shared files for Processing Big Data with Hadoop in Azure HDInsight course

AZ-040T00-Automating-Administration-with-PowerShell

INF99X-SampleCourse

INF99X: Sample Course (Sample Repository)

MB-800-Business-Central-Functional-Consultant

Essential-Math

Lab files for Essential Math course

Jupyter Notebook

databricks-intro

An introduction to analyzing data using Spark in Azure Databricks

PL-600-Microsoft-Power-Platform-Solution-Architect

PythonSqlFlask

Code demos and slides for SQL, Python, Flask MVA

AZ-900T0xES-MicrosoftAzureFundamentals

AZ-900T00 y AZ-900T01: Fundamentos de Microsoft Azure

Essential-Math-for-Data-Analysis

Learn the essentials of math for data analysis using Excel Online - Part of the Data Analyst Microsoft Professional Program

mslearn-ai-language

Lab files for Azure AI Language modules

AZ-104JA-MicrosoftAzureAdministrator

AZ-104: Microsoft Azure 管理者

AZ-800-Administering-Windows-Server-Hybrid-Core-Infrastructure

SC-400T00A-Microsoft-Information-Protection-Administrator

edX-DEV212x-Intro-to-DevOps

The repository for the edX course: Introduction to DevOps.

MS-203T00-Microsoft-365-Messaging

dp-300-database-administrator

Repository for lab exercises and instructions for Microsoft DP-300 learning content

mslearn-ai-services

Lab files for Azure AI Services modules

Introduction-to-Data-Science

Course files for DAT101x: Introduction to Data Science

WS-011-Windows-Server-2019-Administration

mslearn-ai-vision

Lab files for Azure AI Vision modules

dp-080-Transact-SQL

JavaScript-Experienced-Developers

A repository for the MVA course on JavaScript for experienced developers.

Data-Science-Orientation

databricks-ml

Machine Learning with Azure Databricks

AZ-104ZH-MicrosoftAzureAdministrator

AZ-104：Microsoft Azure 管理员

Research-Methods-for-Data-Science-with-R

Research Methods for Data Science with R

Jupyter Notebook

mslearn-databricks

MB-820-Business-Central-Developer-Certification

mslearn-ai-document-intelligence

Lab files for Azure AI Document Intelligence modules

ReactJS

PL-500T00-Microsoft-Power-Automate-RPA-Developer

PL-500T00-Microsoft-Power-Automate-RPA-Developer

MB-230-Dynamics365forCustomerService

MB-230 Dynamics 365 Customer Service

MB-220-Dynamics365forMarketing

MB-220 Dynamics 365 Marketing

MVA-42339-PowerShell-for-SQL-Data-Professionals

Scripts and demo files for MVA course.

mslearn-ai-studio

Practical exercises for Azure AI Studio training

MS-720-Microsoft-Teams-Voice-Engineer

MB-910T00A-Microsoft-Dynamics-365-Fundamentals-Customer-Engagement-Apps

MB-910: Microsoft Dynamics 365 Fundamentals (CRM)

advanced-gen-ai

mslearn-knowledge-mining

Lab files for Azure AI Knowledge Mining modules

WS-013T00-Azure-Stack-HCI

Create git repo