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Implement a data engineering solution with Azure Databricks
Course Description
Overview
Generative Artificial Intelligence (AI) is becoming more accessible through easy-to-use platforms like Azure AI Studio. Learn how to build generative AI applications like custom copilots that use language models and prompt flow to provide value to your users.Objectives
- Identify considerations for defining an AI strategy.
- Describe key characteristic of an AI-ready organizational culture.
- Identify drivers of AI success.
- Understand the stages of AI value creation.
- Prepare for the implications of responsible AI
- Describe principles of responsible AI
- Establish a system for AI governance
- Take actions for AI governance
- Engage across teams and organizations to implement responsible AI principles
- Take inspiration from how responsible AI is approached at Microsoft
- Basic understanding of AI concepts.
- Basic understanding of business concepts.
Audience
Prerequisites
- Basic understanding of IT concepts.
- Basic understanding of business concepts.
Topics
- Introduction
- What is AI?
- Foundations of AI
- Learn the Microsoft AI approach
- Use AI embedded in everyday copilot applications
- Use Microsoft Power Platform to bring AI to your business
- Develop AI solutions with Azure AI Services
- Create custom AI models with Azure Machine Learning
- Module assessment
- Introduction
- Create business value with an AI strategy
- Discover the characteristics that foster an AI-ready culture
- Discover the path to AI success
- Module assessment
- Introduction
- Prepare for the implications of responsible AI
- Identify guiding principles for responsible AI
- Design a system for AI governance
- Applying systems for AI governance
- Responsible AI at Microsoft
- Put responsible AI frameworks in action
- Module assessment
- Introduction
- Evaluate and prioritize AI investments
- Apply a horizon-based framework
- Establish AI-related roles and responsibilities
- Empower business users with AI
- Empower subject matter experts with AI
- Module assessment
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