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Machine Teaching for Autonomous AI
Beginner
Online
3 Weeks
2,699 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Coursera |
The fees for the course Machine Teaching for Autonomous AI is -
| Head | Amount in INR |
| Fees | Rs. 2699 |
The Syllabus
Videos
- Specialization Preview: A glimpse at what you'll learn
- Who is this specialization for?
- What will you encounter in this course?
- Real Life Examples of Autonomous AI
- The Teacher's Mindset
Readings
- The Instructional Team
- Course Glossary
- Course Resources
- Discussion Forum > Introduce Yourself
- Course Map
- Explore the Basics of Autonomous Systems
- Your Mindset Profile
- Discussion Forum > Share Your Mindset
- Autonomous AI Demos: Would you like to play a game?
Videos
- The "Skills Gap"
- Autonomous AI in Action: The invisible line on the balance sheet
- The Value of the Problem
- Autonomous AI in Action: The devastating effect of downtime
- An Introduction to Math, Menus, & Manuals
- Math – Making Predictable Decisions with Control Theory
- Menus - Searching for the Right Decision with Optimization Algorithms
- Manuals - The Human Factor in Expert Rules and High Stakes Decisions
- Interviewing Skills: The teacher's toolset
Readings
- Discussion Forum > The Skills Gap
- Structured Interview Questions
Practice exercise
- Math, Menus, Manuals
Videos
- Machine Learning - Algorithms that can learn
- Autonomous AI in Action: Curve fitting with WOOD
- Deep Reinforcement Learning – Learning by trial & error
- The Role of Strategy
- Machine Teaching – The superpowers of autonomous AI
- Autonomous AI in Action: Listening to machines with NOV
Practice exercises
- Applications for Automated & Autonomous Systems
- The Human Factor: Evaluating autonomous AI scenarios
Videos
- The Value of Storytelling in Autonomous AI
- Autonomous AI in Action: Building a drone laboratory at Bell Flight
- Autonomous AI in Action: A story of process improvement at PepsiCo
- Autonomous AI in Action: 'The internet of REALLY OLD things'
- Components of Storytelling
Readings
- How to Structure Your Story
- Discussion Forum > Persuasive Stories