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Designing Autonomous AI

Learn to design AI systems that can operate independently. Master key concepts and create your own AI.

Learn to design AI systems that can operate independently. Master key concepts and create your own AI.

This course teaches you how to design autonomous AI systems by breaking down complex business challenges into manageable components. You'll learn to create an AI design plan, set goals, identify trainable skills, and incorporate subject matter expert knowledge into your AI's "brain." The course covers AI architecture design patterns, reinforcement learning, and how to combine various AI techniques. You'll gain practical skills in interviewing experts, designing AI brains, and validating your designs against existing problem-solving techniques.

4.7

(10 ratings)

2,707 already enrolled

Instructors:

English

21 languages available

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Designing Autonomous AI

This course includes

12 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

2,435

What you'll learn

  • Gain key AI terminology and understand how to teach and train AI

  • Design your own original autonomous AI system

  • Interview SMEs to extract their unique knowledge about a system or process

  • Combine reinforcement learning with expert rules, optimization and mathematical calculations in an AI brain

  • Design an autonomous AI brain from modular components to guide the learning process for a particular task

  • Validate your brain design against existing expertise and techniques for solving problems

Skills you'll gain

AI Brain Performance
Reinforcement Learning
Architecture Design Patterns
Simulated Environments
AI Brain Design

This course includes:

183 Minutes PreRecorded video

8 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 4 modules in this course

This course offers a comprehensive introduction to designing autonomous AI systems. Students will learn how to distill complex business challenges into manageable components, create AI design plans, and incorporate subject matter expert knowledge into AI "brains." The curriculum covers key concepts such as setting goals, identifying trainable skills, and employing goal-oriented strategies. Participants will explore various AI architecture design patterns and learn how to combine reinforcement learning with expert rules, optimization, and mathematical calculations. The course emphasizes practical skills in interviewing subject matter experts, designing modular AI brains, and validating designs against existing problem-solving techniques. Through real-world examples and hands-on projects, students will gain the ability to produce detailed specifications for building autonomous AI systems.

Defining your AI

Module 1 · 3 Hours to complete

Teaching Skills to your AI

Module 2 · 4 Hours to complete

Organizing Skills in your AI

Module 3 · 2 Hours to complete

Putting it All Together

Module 4 · 2 Hours to complete

Fee Structure

Payment options

Financial Aid

Instructor

Kence Anderson
Kence Anderson

5,394 Students

3 Courses

Pioneering Autonomous AI Solutions at Microsoft Through Innovative Design and Teaching Principles

Kence Anderson is the Director of Autonomous AI Adoption for Autonomous Systems at Microsoft, where he has designed over 150 autonomous decision-making AI systems for commercial applications, including projects with PepsiCo, Bell Flight, and Shell. With a background in mechanical engineering and a passion for teaching, he integrates educational principles into AI design, focusing on how human expertise can enhance the effectiveness of AI systems. Anderson is also the author of Designing Autonomous AI, which explores machine teaching methodologies that facilitate the development of intelligent autonomous agents.

Designing Autonomous AI

This course includes

12 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

2,435

Testimonials

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

4.7 course rating

10 ratings

Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.