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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

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Credential

Certificate

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Machine Teaching for Autonomous AI
 at 
Microsoft 
Course details

Skills you will learn
What are the course deliverables?
  • 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
More about this course
  • 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

Machine Teaching for Autonomous AI
 at 
Microsoft 
Entry Requirements

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  • Not mentioned

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Machine Teaching for Autonomous AI
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