AI-900 Azure AI Fundamentals Complete Exam Prep

سرفصل های دوره

Clear the AI-900 Exam with Ease! Incl. Full Practice Exam | Learn Microsoft Azure AI, Machine Learning & Generative AI

1 - Lets get started and set up!

1 -Welcome

2 -About the AI-900 Certification Exam

3 -Working with the Course & How to Pass the Exam

4 -All Slides - Azure AI-900.pdf

4 -Create Free Trial Azure Account

4 - Course Study Slides.html

5 -Basics of Azure Portal

6 -Setting up a Budget in Azure

2 - Introduction to Artificial Intelligence

1 -Introduction to AI

2 -Understanding Deep Learning

3 -Azure AI Services The Fundamentals

4 -Challenges and Risks with AI

3 - Azure Computer Vision

1 -Introduction to Computer Vision

2 -Natural Language & Computer Vision

3 -Azure AI Vision Overview

4 -Analyzing Images in Azure Vision Studio (Hands-on)

4 -brick-wall-1850095 1280.zip

5 -Implementing Vision Services (Hands-on)

6 -Optical Character Recognition (OCR)

7 -Reading Text in Vision Studio (Hands-on)

7 -table-1162230 1280.zip

8 -Facial Recognition with Azure AI Face

9 -Facial Analysis in Azure AI Face (Hands-on)

9 -people-6545894 1280.zip

9 -people-8689116 1280.zip

9 -traditional-7659865 1280.zip

4 - Azure Machine Learning

1 -Machine Learning Fundamentals

2 -Machine Learning Types

3 -Classification

4 -Regression

5 -Clustering

6 -Setting up Workspace in Azure Machine Learning (Hands-on)

7 -Create a Compute Cluster & Launch Designer (Hands-on)

8 -Clean & Transform Data in AzureML (Hands-on)

9 -Train & Evaluate Model in Azure Machine Learning (Hands-on)

10 -Deploy Endpoint in Azure Machine Learning (Hands-on)

11 -Cleaning up Resources (Hands-on)

5 - Azure Generative AI

1 -Large Language Models (LLMs)

2 -Essentials of Prompt Engineering

3 -Prompting Techniques

4 -Azure AI Foundry Overview

5 -Azure AI Foundry (Hands-on)

6 -Exploring Models in AI Foundry(Hands-on)

7 -Exploring Azure OpenAI (Hands-on)

8 -Exploring Playground & Enhancing Model (Hands-on)

9 -Cleaning Up Resoures (Hands-on)

10 -Microsoft Copilot Overview

6 - Azure AI Language & Conversational AI

1 -Azure AI Language Fundamentals

2 -AI Guidelines.pdf

2 -Question Answering with AI Language Studio (Hands-on)

3 -Conversational Language Understanding

4 -Speech Recognition & Synthesis

5 -Azure AI Translator

6 -Exploring Conversational Language Understanding (Hands-on)

7 -Azure AI Speech Studio (Hands-on)

7 - Document Intelligence & Knowledge Mining

1 -Understanding Document Intelligence

2 -Data Extraction with Document Intelligence Studio (Hands-on)

2 -Sample Document.pdf

3 -Knowledge Mining & AI Search

8 - Responsible AI

1 -Responsible AI Challenges and Strategies

2 -Strategies against Bias & Variance

3 -Core Dimensions of Responsible AI

4 -Model Trade-Offs in Responsible AI

5 -Principles of Human-Centered Design for AI

6 -Content Filters in Azure AI Foundry (Hands-on)

9 - Getting ready for the exam

1 -Final tips & booking the exam

2 -Getting the certification and posting it

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تولید کننده: Udemy