Path detail

GenAI Essentials Study Guide

Core generative AI, prompting, and LLM foundations from Microsoft, DeepLearning.AI, Google, and AWS.

Step 1Required
Deploy and Manage Generative AI Models

Starts with a solid on-ramp into the topic.

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Step 2Required
Google Workspace with Gemini

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Step 3Required
Gemini in Gmail

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Step 4Optional
Gemini in Google Docs

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Step 5Optional
Gemini in Google Sheets

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Step 6Optional
AI for Everyone

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Step 7Optional
Preprocessing Unstructured Data for LLM Applications

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Step 8Optional
Open Source Models with Hugging Face

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Step 9Optional
Finetuning Large Language Models

Builds on the previous step with a complementary provider angle.

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Step 10Optional
Evaluating and Debugging Generative AI Models Using Weights and Biases

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Step 11Optional
Vibe Coding 101 with Replit

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Step 12Optional
CS50’s Introduction to Artificial Intelligence with Python

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Step 13Optional
Learn AI

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Step 14Optional
Use AI responsibly with Microsoft Foundry Content Safety

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Step 15Optional
Generate images with AI

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Step 16Optional
Translate speech with the Azure Speech service

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Step 17Optional
Create an Azure Content Understanding client application

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Step 18Optional
Custom named entity recognition

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Step 19Optional
Analyze images

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Step 20Optional
Create accessible AI experiences

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Step 21Optional
Optimize spend and performance with Azure AI Foundry Provisioned Throughput reservations

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Step 22Optional
Fine-tune a language model with Microsoft Foundry

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Step 23Optional
Extract data with Azure Document Intelligence

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Step 24Optional
Evaluate generative AI performance in Microsoft Foundry portal

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Step 25Optional
Introduction to Azure Bot Service and Bot Framework Composer

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Step 26Optional
Create speech-enabled apps with Microsoft Foundry

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Step 27Optional
Use prebuilt Document intelligence models

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Step 28Optional
Plan and prepare a GenAIOps solution

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Step 29Optional
Create a custom skill for Azure AI Search

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Step 30Optional
Challenge project - Add image analysis and generation capabilities to your application

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Step 31Optional
Explore AI basics

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Step 32Optional
Create an Azure AI Search solution

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Step 33Optional
Analyze images with Content Understanding

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Step 34Optional
Create a knowledge store with Azure AI Search

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Step 35Optional
Generate videos with Microsoft Foundry

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Step 36Optional
Introduction to natural language processing concepts

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Step 37Optional
Maintain an Azure AI Search solution

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Step 38Optional
Translate text with Azure Translator service

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Step 39Optional
Choose and deploy models from the model catalog in Microsoft Foundry portal

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Step 40Optional
Get started with AI in Azure

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Step 41Optional
Extract data from forms with Azure Document intelligence

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Step 42Optional
Create custom text classification solutions

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Step 43Optional
Automate AI evaluations with Microsoft Foundry and GitHub Actions

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Step 44Optional
Get started with speech in Azure

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Step 45Optional
Introduction to AI-powered information extraction concepts

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Step 46Optional
Select, deploy, and evaluate models from the catalog in Microsoft Foundry portal

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Step 47Optional
Optimize costs by using Azure Hybrid Benefit

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Step 48Optional
Search data outside the Azure platform in Azure AI Search using Azure Data Factory

Builds on the previous step with a complementary provider angle.

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Step 49Optional
Get started with AI-powered information extraction in Azure

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Step 50Optional
Monitor your generative AI application

Builds on the previous step with a complementary provider angle.

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Step 51Optional
Get started with text analysis in Azure

Builds on the previous step with a complementary provider angle.

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Step 52Optional
Analyze and debug your generative AI app with tracing

Builds on the previous step with a complementary provider angle.

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Step 53Optional
Create question answering solutions with Azure Language

Builds on the previous step with a complementary provider angle.

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Step 54Optional
Implement a responsible generative AI solution in Microsoft Foundry

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Step 55Optional
Detect objects in images

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Step 56Optional
Get started with FinOps

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Step 57Optional
Detect, analyze, and recognize faces

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Step 58Optional
Perform search reranking with semantic ranking in Azure AI Search

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Step 59Optional
Analyze text with Azure Language in Foundry Tools

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Step 60Optional
Create a knowledge mining solution with Azure AI Search

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Step 61Optional
Design processes to automate application analytics

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Step 62Optional
Introduction to AI concepts

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Step 63Optional
Analyze video

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Step 64Optional
Optimize generative AI model performance with Microsoft Foundry

Builds on the previous step with a complementary provider angle.

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Step 65Optional
Introduction to AI speech concepts

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Step 66Optional
Classify images

Builds on the previous step with a complementary provider angle.

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Step 67Optional
Explore Generative AI

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Step 68Optional
Translate text and speech with Microsoft Foundry Tools

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Step 69Optional
Adopt FinOps on Azure

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Step 70Optional
Implement knowledge mining with Azure AI Search

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Step 71Optional
Extract insights from visual data on Azure

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Step 72Optional
AI Fluency

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Step 73Optional
Operationalize generative AI applications (GenAIOps)

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Step 74Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

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Step 75Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

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Step 76Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

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Step 77Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 78Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 79Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 80Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 81Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 82Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

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Step 83Optional
Open-Source AI Cookbook

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Step 84Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

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Step 85Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 86Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Open study URL
Step 87Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 88Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 89Optional
Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Builds on the previous step with a complementary provider angle.

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Step 90Optional
Managing ML Projects

Builds on the previous step with a complementary provider angle.

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Step 91Optional
Text Classification

Builds on the previous step with a complementary provider angle.

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Step 92Optional
Adversarial Testing for Generative AI

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Step 93Optional
ChatGPT Prompt Engineering for Developers

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Step 94Optional
Building Systems with the ChatGPT API

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Step 95Optional
LangChain for LLM Application Development

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Step 96Optional
Building Generative AI Applications with Gradio

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Step 97Optional
LLM Course

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Step 98Optional
a smol course

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Step 99Optional
Diffusion Course

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Step 100Optional
ML for Games Course

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Step 101Optional
Artificial Intelligence Fundamentals

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Step 102Optional
Generative AI Essentials: Using LLMs to Work with Data

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Step 103Optional
Artificial Intelligence Practitioner Pathway

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Step 104Optional
AI Foundations: A Collaboration of ISTE and IBM

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Step 105Optional
Artificial Intelligence learning path (adult learners)

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Step 106Optional
AI Practitioner Learning Plan

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Step 107Optional
Develop an AI app with the Microsoft Foundry SDK

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Step 108Optional
Integrate your agent with Microsoft 365

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Step 109Optional
Plan and prepare to develop AI solutions on Azure

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Step 110Optional
Develop a RAG-based solution with your own data using Microsoft Foundry

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Step 111Optional
Develop AI agents with Microsoft Foundry and Visual Studio Code

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Step 112Optional
Build a conversational language understanding model

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Step 113Optional
Manage prompts for agents in Microsoft Foundry with GitHub

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Step 114Optional
Build knowledge-enhanced AI agents with Foundry IQ

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Step 115Optional
Develop an AI agent with Microsoft Foundry Agent Service

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Step 116Optional
Develop an AI app with the Microsoft Foundry SDK

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Step 117Optional
Develop a vision-enabled generative AI application

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Step 118Optional
Develop a speech-capable generative AI application

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Step 119Optional
Develop AI agents with the Microsoft Foundry extension in Visual Studio Code

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Step 120Optional
Get started with generative AI and agents in Azure

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Step 121Optional
Introduction to generative AI and agents

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Step 122Optional
Develop a multi-agent solution with Microsoft Foundry Agent Service

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Step 123Optional
Get started with prompt flow to develop language model apps in the Microsoft Foundry

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Step 124Optional
Build agent-driven workflows using Microsoft Foundry

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Step 125Optional
Develop computer vision solutions with Microsoft Foundry

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Step 126Optional
Develop generative AI apps in Azure

Builds on the previous step with a complementary provider angle.

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Step 127Optional
AI concepts for developers and technology professionals

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Step 128Optional
Develop AI information extraction solutions in Azure

Builds on the previous step with a complementary provider angle.

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Step 129Optional
Develop natural language solutions in Azure

Builds on the previous step with a complementary provider angle.

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Step 130Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 131Optional
Courses - DeepLearning.AI

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Step 132Optional
Online AI courses and programs | edX

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Step 133Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 134Optional
LLM Course

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Step 135Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 136Optional
Courses - DeepLearning.AI

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Step 137Optional
Online AI courses and programs | edX

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Step 138Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 139Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 140Optional
Courses - DeepLearning.AI

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Step 141Optional
Online AI courses and programs | edX

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Step 142Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 143Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 144Optional
Courses - DeepLearning.AI

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Step 145Optional
Online AI courses and programs | edX

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Step 146Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 147Optional
a smol course

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Step 148Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 149Optional
Courses - DeepLearning.AI

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Step 150Optional
Online AI courses and programs | edX

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Step 151Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 152Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 153Optional
Courses - DeepLearning.AI

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Step 154Optional
Online AI courses and programs | edX

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Step 155Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 156Optional
Deep RL Course

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Step 157Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 158Optional
Courses - DeepLearning.AI

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Step 159Optional
Online AI courses and programs | edX

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Step 160Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 161Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 162Optional
Courses - DeepLearning.AI

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Step 163Optional
Online AI courses and programs | edX

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Step 164Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 165Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 166Optional
Courses - DeepLearning.AI

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Step 167Optional
Online AI courses and programs | edX

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Step 168Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 169Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 170Optional
Courses - DeepLearning.AI

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Step 171Optional
Online AI courses and programs | edX

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Step 172Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 173Optional
ML for Games Course

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Step 174Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 175Optional
Courses - DeepLearning.AI

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Step 176Optional
Online AI courses and programs | edX

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Step 177Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 178Optional
Diffusion Course

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Step 179Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 180Optional
Courses - DeepLearning.AI

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Step 181Optional
Online AI courses and programs | edX

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Step 182Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 183Optional
ML for 3D Course

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Step 184Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 185Optional
Courses - DeepLearning.AI

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Step 186Optional
Online AI courses and programs | edX

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Step 187Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 188Optional
LLM Course

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Step 189Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 190Optional
Courses - DeepLearning.AI

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Step 191Optional
Online AI courses and programs | edX

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Step 192Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 193Optional
Free Artificial Intelligence Course for Students | SkillsBuild

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Step 194Optional
Courses - DeepLearning.AI

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Step 195Optional
Online AI courses and programs | edX

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Step 196Optional
AI Courses and Training - Learn Artificial Intelligence - AWS

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Step 197Optional
Advanced: Generative AI for Developers

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Step 198Optional
Machine Learning Operations (MLOps) for Generative AI

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Step 199Optional
Implement advanced search features in Azure AI Search

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Step 200Optional
Run governed AI workloads with Microsoft Foundry

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Step 201Optional
Protect Microsoft Foundry solutions by using Microsoft Defender for Cloud

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Step 202Optional
Implement Generative AI engineering with Azure Databricks

Rounds out the path with broader depth or specialization.

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