Cloud AI
A beginner-friendly, no-code path to learn Azure AI fundamentals, including machine learning, computer vision, NLP, speech, generative AI, and AI agents, aligned with the AI-901 certification.
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Now playing: Get Started with Azure AI Speech | Speech-to-Text & Text-to-Speech | AI-901 Azure AI Fundamentals
This free learning path is built from the AI-901 Azure AI Fundamentals playlist by Skilltech Club. It starts with the basics of Azure and AI, then moves through core concepts like NLP, speech, and generative AI, and finishes with hands-on labs using Microsoft Foundry, including building AI agents. Each lesson is short and focused on what you need for the AI-901 exam and real-world AI roles. No coding required.
Beginners who want a structured free introduction before deeper practice.
Lesson 1: Introduction to AI-901: Azure AI Fundamentals Course | Microsoft Azure #artificialintelligence
This is the course introduction. It outlines the AI-901 Azure AI Fundamentals certification and what you will learn, including Azure Cognitive Services, machine learning, and computer vision.
Open on YouTubeLesson 2: Artificial Intelligence Explained for AI-901 (Beginner Friendly) | Azure AI Fundamentals
A beginner-friendly explanation of artificial intelligence, what it really means, and how it applies to the AI-901 certification. It sets the foundation for the rest of the course.
Open on YouTubeLesson 3: Azure Basics That Actually Make Sense | AI-901 Azure AI Fundamentals
This lesson breaks down core Azure concepts like tenants, subscriptions, and resource groups. It explains how Azure is structured so you can work with AI services confidently.
Open on YouTubeLesson 4: How Generative AI Actually Works | GPT, Tokens & Transformers | AI-901 Azure AI Fundamentals
Learn how generative AI works under the hood, covering GPT models, transformers, tokenization, embeddings, and the attention mechanism. It makes complex concepts simple for beginners.
Open on YouTubeLesson 5: How Better Prompts Give Better AI Results | AI-901 Azure AI Fundamentals
This video explains why some prompts produce great results and others fail. You'll learn the difference between good and weak prompts and how AI understands context and instructions.
Open on YouTubeLesson 6: AI Agents, Prompts & Models | AI-901 Azure AI Fundamentals
An introduction to AI agents, prompts, and models. It covers Microsoft Foundry basics, generative AI workflows, and large language models (LLMs) in the context of the AI-901 syllabus.
Open on YouTubeLesson 7: Microsoft Foundry & AI Agents Explained | AI-901 Azure AI Fundamentals
This lesson explains Microsoft Foundry and AI agents in detail. You'll learn about Foundry projects, endpoints, models, and the difference between large and small language models.
Open on YouTubeLesson 8: Microsoft Foundry Hands-On Lab | AI Agents, Models & Playground | AI-901 Azure AI Fundamentals
A hands-on lab exploring Microsoft Foundry step by step. You'll create Foundry projects, work with AI agents and model playgrounds, deploy models, and manage Azure resources and endpoints.
Open on YouTubeLesson 9: Create & Test AI Models in Azure | Hands-On AI-901 Lab
In this lab, you'll build and test AI models using the Azure AI Chat Playground. You'll learn how developers interact with models using prompts, parameters, files, and system instructions.
Open on YouTubeLesson 10: Building AI Workloads with Azure AI | AI-901 Azure AI Fundamentals
See real AI workloads in action using Azure AI and Microsoft Foundry. This hands-on lab demonstrates conversational AI and AI resources through practical examples.
Open on YouTubeLesson 11: Build Your First AI Agent with Microsoft Foundry | Hands-On Lab | AI-901 Azure AI Fundamentals
Build your first AI agent with Microsoft Foundry and GPT-4.1 Mini. This lab covers creating, configuring, testing, and publishing an AI agent, showing how modern AI agents work.
Open on YouTubeLesson 12: How AI Understands Text | NLP & Language Models | AI-901 Azure AI Fundamentals
Learn the foundations of natural language processing (NLP), including tokenization, text preprocessing, sentiment analysis, and named entity recognition. This is the basis for how AI understands text.
Open on YouTubeLesson 13: Azure AI Language & Text Analysis in Microsoft Foundry | AI-901 Azure AI Fundamentals
This lesson shows how Azure AI Language and Microsoft Foundry tools analyze text using NLP. It covers key concepts like sentiment analysis and other text analysis capabilities.
Open on YouTubeLesson 14: Azure AI Language in Microsoft Foundry | Text Analysis Hands-On Lab | AI-901 Azure AI Fundamentals
A hands-on lab for text analysis using Azure AI Language and Microsoft Foundry. You'll explore sentiment analysis and other NLP capabilities used in real-world applications.
Open on YouTubeLesson 15: Get Started with Azure AI Speech | Speech-to-Text & Text-to-Speech | AI-901 Azure AI Fundamentals
This tutorial covers Azure AI Speech, focusing on speech recognition (speech-to-text) and speech synthesis (text-to-speech). You'll learn the core concepts of how applications understand and generate speech.
Open on YouTubeLesson 16: Understanding Speech Recognition and Speech Synthesis in Azure AI | AI-901 Azure AI Fundamentals
A deeper look at speech recognition and speech synthesis in Azure AI. It explains how modern AI systems process and generate human speech, powering virtual assistants and other applications.
Open on YouTubeLesson 17: How AI Extracts Data from Documents | Azure AI Document Intelligence | AI-901 Certification
Learn how AI reads receipts, invoices, forms, and contracts automatically. This video covers information extraction, optical character recognition (OCR), and Azure AI Document Intelligence.
Open on YouTubeLesson 18: Build a Voice AI Agent in Microsoft Foundry | Azure AI Speech Lab | AI-901 Azure AI Fundamentals
Build a voice AI agent using Azure AI Speech and Microsoft Foundry. You'll explore speech capabilities, configure voices, test real-time conversations, and work with speech-enabled agents.
Open on YouTubeLesson 19: Build an HR AI Agent in Microsoft Foundry | Foundry IQ Hands-On Lab | AI-901 Azure AI Fundamentals
Build an HR AI agent in Microsoft Foundry. This lab shows how enterprise AI assistants answer employee questions using company knowledge, using Foundry IQ and connected enterprise data.
Open on YouTubeLesson 20: Azure AI Foundry Content Understanding Full Tutorial | Extract Data from Docs, Images, Audio & Video
This tutorial covers Azure AI Foundry Content Understanding. You'll learn to extract structured information from documents, invoices, images, audio, and video by building custom analyzers.
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