AI Fundamentals

About this Course

AI Fundamentals is an entry point into the world of AI using Microsoft’s cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services.

[‘AI is a growing field and as more companies are adopting these strategies, the skills gap widens and job openings skyrocket. With Udacity, you will learn the basics of AI without needing any background knowledge in AI or machine learning. This course can be a stepping stone to further AI training and a high-paying career.’]

lesson 1
Introduction to AI Fundamentals with Azure
Meet your instructors, get an overview of the course, check out the prerequisites and get an introduction to the development of AI and ML.
lesson 2
AI and ML Core Concepts
Review the key terms and concepts related to artificial intelligence and machine learning, including responsible AI and responsible ML.
lesson 3
Machine Learning
Train and evaluate models using Azure Machine Learning, using its automated machine learning capabilities as well as the Azure Machine Learning designer.
lesson 4
Computer Vision
Use Azure Cognitive Services to handle key workloads in computer vision: object detection, image classification, face detection, text analysis and processing forms.
lesson 5
Natural Language Processing
Analyze text and speech for intent and translate text and speech between languages.
lesson 6
Conversational AI
Create a knowledge base in question-and-answer format and create a bot based off of that knowledge base.