ITEC2910 Artificial Intelligence with Python
This course is an overview of artificial intelligence (AI) concepts and techniques to include classic topics such as AI algorithms, machine learning (ML) and neural networks. Applying AI/ML principles, students will develop a software application to demonstrate such concepts.
Course Requirements and Evaluation
Refer to Course Syllabus for detailed information regarding the requirements and evaluation standards for this course. The Course Syllabus will be distributed the first week of the course.
Learning Outcomes
The following outcomes will be addressed in the course:
Describe artificial intelligence (AI) concepts
Demonstrate AI algorithms
Identify a problem where AI algorithm is applicable
Apply a selected AI technique
Describe a system using AI techniques
List machine learning (ML) algorithms
Apply AI algorithms
List neural network algorithms
Demonstrate neural network techniques
Illustrate deep learning algorithms
Compare ML algorithms
Apply AI concepts using available software tools
Text and References
A list of textbooks required for this course is available at the
campus store and in eServices.
Course Scheduling
The scheduled hours of instruction include sixteen hours for each lecture credit, thirty-two hours for each lab credit, and forty hours for each credit of supervised occupational experience (SOE). Lecture credit may include formal or impromptu lectures, demonstrations, or discussions with the entire class or with small groups or individuals. Refer to the Course Credits section of this course outline for the credit breakdown.
Accommodations Statement
Access Services - Reasonable accommodations are available to qualified students with documented disabilities. Upon attending an intake meeting with Access Services, qualified students will receive a letter listing the approved accommodations that they may provide to their instructors. If you have a documented disability that may require accommodations, contact HTC Access Services at
AccessServices@hennepintech.edu or
https://hennepintech.edu/current-students/access-services/index.html.
Campus
Brooklyn Park Campus and Eden Prairie Campus: 952-995-1300
Credit Details