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Machine Lerning Engineer
Module 1: Introduction to AI
In this module, you'll learn about common uses of artificial intelligence (AI), and the different types of workload associated with AI. You'll then explore considerations and principles for responsible AI development.
Lessons
- Artificial intelligence in Azure
- Responsible AI
Module 2: Machine learning
Machine learning is the foundation for modern AI solutions. In this module, you'll learn about some fundamental machine learning concepts, and how to use the Azure Machine Learning service to create and publish machine learning models.
Lessons
- Introduction to Machine Learning
- Azure Machine Learning
Module 3: Computer Vision
Computer vision is a area of AI that deals with understanding the world visually, through images, video files, and cameras. In this module you'll explore multiple computer vision techniques and services.
Lessons
- Computer Vision Concepts
- Computer Vision in Azure
Module 4: Natural language processing
This module describes scenarios for AI solutions that can process written and spoken language. You'll learn about Azure services that can be used to build solutions that analyze text, recognize and synthesize speech, translate between languages, and interpret commands.
Module 5: Conversation AI
Conversational AI enables users to engage in a dialog with an AI agent, or *bot*, through communication channels such as email, webchat interfaces, social media, and others. This module describes some basic principles for working with bots and gives you an opportunity to create a bot that can respond intelligently to user questions.
Lessons
- Concepts of the Conversation AI
- Conversational AI in Azure
- Describing Artificial Intelligence workloads and considerations
- Describing fundamental principles of machine learning on Azure
- Describing features of computer vision workloads on Azure
- Describing features of Natural Language Processing (NLP) workloads on Azure
- Describing features of conversational AI workloads on Azure
This course consists of an online seminar and is led by a trainer who supervises the participants live. Theory and practice are taught with live demonstrations and practical exercises. The video conferencing software Zoom is used.
This course is aimed at anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them.
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