AI Fundamentals

Be familiar with basic concepts of linear algebra, probability and statistics

Be familiar with basic Python

Have experience setting up Azure compute resources (recommended but not required)

Understand basic programming skills, such as writing conditional and loop statements in any language, preferably Python

Have basic statistics knowledge, such as calculating standard deviation and using linear regression methods

Have basic knowledge of machine learning (recommended but not required)

Introduction to AI Fundamentals with AzureMeet your instructors, get an overview of the course, check out the prerequisites and get an introduction to the development of AI and ML

AI and ML Core ConceptsReview the key terms and concepts related to artificial intelligence and machine learning, including responsible AI and responsible ML

Machine LearningTrain and evaluate models using Azure Machine Learning, using its automated machine learning capabilities as well as the Azure Machine Learning designer

Computer VisionUse Azure Cognitive Services to handle key workloads in computer vision: object detection, image classification, face detection, text analysis and processing forms

Natural Language ProcessingAnalyze text and speech for intent and translate text and speech between languages

Conversational AICreate a knowledge base in question-and-answer format and create a bot based off of that knowledge base