2020 Intro to Agent-Based Modeling Simulation AI in NetLogo

(Last Updated: 10/2020)

https://www.udemy.com/course/2020-intro-to-agent-based-modeling-simulation-ai-in-netlogo/

Learn Agent-Based Modeling Artificial Intelligence paradigm and implement it on virus spread simulation in COVID times.

 

What you'll learn

1 Practical application of Agent-Based modeling ( virus spread simulation - e.g. COVID-19 )

Agent-Based modeling AI and its applicability in different fields

Visualize plots in NetLogo

NetLogo language

Storytelling through simulation

Put NetLogo simulation models on Website

 

Requirements

Just basics of programming needed (defining variables, functions, if-statements) - I provide you with link to course with these basics, you can go through it in less than 30 minutes

Willingness to learn :)

Description

When people talk about artificial intelligence, they usually talk about machine learning.

 

Most people have not heard about Agent-Based modeling AI . That is a pity.

 

Agent-Based modeling is much simpler than machine learning. You basically just let agents interact in an environment and watch for any emergent behavior. You practically do not have to have any math background and you are able to create amazing things.

 

You can simulate society ( e.g. spread of virus, interaction of groups of people, of different individuals ... ), ecology (spread of fire) ... you can simulate chemical processes, physical phenomenons and more...

 

Doesn’t that sound amazing? ( PS: simulating a society is a way to understand it )

 

As you’ll learn in this course, the Agent-Based modeling AI paradigm is very different from Machine learning. It’s even led to new and amazing insights in social sciences.

 

We will program in NetLogo language which is one of the most popular and poweful environment.

 

What is covered in this course?

 

Agent-Based Modeling theory

 

1 Practical hands-on project ( we will simulate spread of a virus )

 

Storytelling with simulation

 

On-Website simulation

 

If you’re ready to take on a brand new challenge, and learn about powerful AI technique that you’ve never seen before in any kind of machine learning, then this course is for you!

 

See you in class!

 

TIPS (to get through the course):

 

Take handwritten notes. I will provide my presentations. This will help you understand.

 

Lectures - 1.5x speed, Coding - 1.25-1.5x speed

 

Write code yourself, don't just sit there and look at my code. You learn coding by ... coding. :)

 

Ask lots of questions on the discussion board. The more the better! I will answer them.

 

Who this course is for:

Beginners in Agent-Based modeling

Beginners in Simulating Complex systems

Social scientists

Beginners in Programming

Journalists

Ecologists

Physicists

Chemists

Biologists