Autonomous AI design architect

In this module, you'll learn how to:

• Describe automated methods included in Automated Intelligence
• Describe automated methods strengths and weaknesses
• Decide when automated methods are best used

"Produced in partnership with the University of Oxford – Ajit Jaokar Artificial Intelligence: Cloud and Edge Implementations course"

In this module, you'll learn how to:

• Describe Machine Learning for Advance Perception as a key component of Machine Teaching for Autonomous Intelligence systems
• Describe Deep Reinforcement Learning for human-like decision making as a key component of Machine Teaching for Autonomous intelligent systems
• Evaluate the advantages and limitations of Machine Learning and Deep Reinforcement Learning when used in Machine Teaching for Autonomous intelligent systems

"Produced in partnership with the University of Oxford – Ajit Jaokar Artificial Intelligence: Cloud and Edge Implementations course"

In this module, you'll learn how to:

• Describe Machine Teaching
• Explain how to use Machine Teaching to outperform current industrial control systems
• Decide when Machine Teaching is the right choice for your business problem

"Produced in partnership with the University of Oxford – Ajit Jaokar Artificial Intelligence: Cloud and Edge Implementations course"

After completing this module, you'll be able to:

• Design Autonomous AI brains for an industrial application
• Describe the benefits and usage of brain design patterns
• Apply best practices of Machine Teaching to solve industrial business challenges

"Produced in partnership with the University of Oxford – Ajit Jaokar Artificial Intelligence: Cloud and Edge Implementations course"

After completing this module, you'll be able to:

• Select use cases for Autonomous AI
• Evaluate scenarios where you can use Autonomous AI

"Produced in partnership with the University of Oxford – Ajit Jaokar Artificial Intelligence: Cloud and Edge Implementations course"

After completing this module, you'll be able to:

• Understand how to fill out an AI Specification document for a use case of your choice

• 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

• Introduction
• Discover Autonomous Intelligence technologies
• Evaluate the use of Autonomous Intelligence technologies
• Knowledge check
• Summary

• Introduction
• What is Machine Teaching?
• How Machine Teaching works
• Design a brain for Soap Extruder scenario
• When to use Machine Teaching
• Knowledge check
• Summary

• Introduction
• Perception Pattern
• Functional Pattern
• Strategy Pattern
• When to choose a specific pattern
• Knowledge check
• Summary

• Introduction
• How to select use cases
• When to use an Autonomous AI solution
• Knowledge check
• Summary

• Introduction
• Design the AI Specification document
• Knowledge check
• Summary