Azure AI Fundamentals

Pragmatic AI Labs via edX

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Overview

Azure AI Fundamentals is an entry-level course designed to introduce learners to core artificial intelligence (AI) concepts and how they are implemented using Microsoft Azure services. Perfect for beginners, this course requires no prior coding or data science experience and is ideal for students, professionals, or business users exploring the world of AI. The course covers fundamental AI topics such as machine learning, computer vision, natural language processing (NLP), and conversational AI. Learners will gain hands-on experience with Azure AI tools...

Syllabus

Azure AI Fundamentals concepts and terminology
Azure OpenAI Service and Azure AI Service deployments and model selection
Strategies for passing the AI-900 certification exam
Creating personalized study guides and notes
Using Automated ML in Azure Machine Learning Studio
Implementing regression, classification, and clustering in Azure ML Designer
Analyzing images, detecting objects, and reading text with Computer Vision
Processing and analyzing text using Azure Language Service
Recognizing, synthesizing, and translating speech
Building conversational AI with Language Understanding and Azure Bot Service
Detecting anomalies using Azure Anomaly Detector