Machine Teaching for Autonomous AI
- Offered byMicrosoft
Machine Teaching for Autonomous AI at Microsoft Overview
Duration | 3 hours |
Total fee | Free |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Machine Teaching for Autonomous AI at Microsoft Course details
- Explore Automated Intelligence
- Explore Autonomous Intelligence
- Introduction to Machine Teaching
- Explore AI Specification document
- Explore brain design patterns
- Explore the art of selecting use cases for winning Autonomous AI
- Build an industrial strength brain
- In this path, you'll learn to design and implement a new AI paradigm called Machine Teaching for Autonomous AI
- The deployment in industrial processes without disruption and providing real business value is considered from its design
- The hands-on development of Autonomous solutions will be taught using the Microsoft Project Bonsai Platform, a low-code platform where Machine Teaching is used to the implementation, training, and validation of Bonsai brains
Machine Teaching for Autonomous AI at Microsoft Curriculum
Explore Automated Intelligence
Introduction
Discover Automated decision methods
Math - Making the predictable decisions with control theory
Menus - Searching for the right decision with optimization algorithms
Manuals - Expert Rules
Evaluate the use of Automated decision methods
Knowledge check
Summary
Explore Autonomous Intelligence
Introduction
Discover Autonomous Intelligence technologies
Evaluate the use of Autonomous Intelligence technologies
Knowledge check
Summary
Introduction to Machine Teaching
Introduction
What is Machine Teaching?
How Machine Teaching works
Design a brain for Soap Extruder scenario
When to use Machine Teaching
Knowledge check
Summary
Explore AI Specification document
Introduction
Design the AI Specification document
Knowledge check
Summary
Explore brain design patterns
Introduction
Perception Pattern
Functional Pattern
Strategy Pattern
When to choose a specific pattern
Knowledge check
Summary
Explore the art of selecting use cases for winning Autonomous AI
Introduction
How to select use cases
When to use an Autonomous AI solution
Knowledge check
Summary
Build an industrial strength brain
Introduction
Define Machine Teaching problem
Decompose Machine Teaching problem
Knowledge check
Set up your account for Bonsai
Exercise - Create a modular brain
Knowledge check
Exercise - Train a brain
Exercise - Create a custom assessment and evaluate the results
Exercise - Query custom assessment data
Summary