COURSE DESCRIPTION
This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems.
You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.
Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression.
Length: 12 weeks
Effort: 8-10 hours per week
Price: FREE (Add a Verified Certificate for $199 USD)
Institution: ColumbiaX
Subject: Computer Science
Level: Advanced
Languages: English
Video Transcripts: English
Instructors: Professor Ansaf Salleb-Aouissi
[parsehtml]<a class="button" style="height: 100%; padding:14px 14px 14px 14px !important; color: white; font-size: 18px; font-weight: bold; margin-bottom: 10px;" href="https://www.edx.org/course/artificial-intelligence-ai-columbiax-csmm-101x-3"target="_blank">> Go To Course</a>[/parsehtml]
This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems.
You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.
Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression.
Length: 12 weeks
Effort: 8-10 hours per week
Price: FREE (Add a Verified Certificate for $199 USD)
Institution: ColumbiaX
Subject: Computer Science
Level: Advanced
Languages: English
Video Transcripts: English
Instructors: Professor Ansaf Salleb-Aouissi
[parsehtml]<a class="button" style="height: 100%; padding:14px 14px 14px 14px !important; color: white; font-size: 18px; font-weight: bold; margin-bottom: 10px;" href="https://www.edx.org/course/artificial-intelligence-ai-columbiax-csmm-101x-3"target="_blank">> Go To Course</a>[/parsehtml]