MicrodegreeTM in Artificial Intelligence
A comprehensive course designed to upgrade AI skills for engineers.
About the Courses
The MicrodegreeTM in Artificial Intelligence is an accelerated learning program created by leading US university faculty members and AI industry experts. The program is specifically designed to upskill an engineer with AI expertise.
Machine Learning
Course Duration: 3 months
Learn to build classification, regression, and clustering models using scikit-learn and other tools
Deep Learning
Course Duration: 3 months
Learn the mathematical basis of deep learning. You will then learn to implement concepts such as multilayer perceptrons, backpropagation, optimization methods, and neural networks into a production-grade systems.
Prerequisites
- Basic knowledge of linear algebra and calculus
- Knowledge of probability and statistics
- Programming experience in Python
- Experience implementing computer science algorithms and object-oriented programming
- The ability to run programs and interpret output from a command line terminal or shell
Course Outcome
- Ability to rapidly produce prototype Machine Learning models using common ML libraries, such as TensorFlow and Scikit-learn, along with a thorough understanding of underlying concepts
- Deep understanding of all the topics covered throughout the 4 courses, including their related mathematical concepts
- Ability to read academic journals and implement algorithms that vary from classical to state-of-the-art ML algorithms
Our Lecturers
Our PhDs, seasoned AI industry experts, and faculty from top universities developed the curriculum and assessments to enable industry-ready AI engineers.
Our Lecturers have been a part of
MicrodegreeTM in AI FAQs
The MicrodegreeTM in AI courses can be pursued by students and engineers who already possess a basic AI
foundation. Prerequisites for enrollment in the program include basic knowledge of linear algebra, calculus, probability, and statistics. The
course also requires programming experience in Python and know-how on the implementation of computer science algorithms and object-oriented
programming. Participants should also have the ability to run programs and interpret output from a command line terminal or shell.
The courses will provide you understandings of Machine Learning and Deep Learning, and their applications
and impacts on society. You will become acquainted with the know-how about building classification, regression, and clustering models using
scikit-learn and other tools, as well as learning about the mathematical basis of deep learning. You will then learn to implement concepts such
as multilayer perceptrons, backpropagation, optimization methods, and neural networks into production-grade systems.
Students receive an industry-recognized certificate for each AI program that they complete.
We offer a MicrodegreeTM Specialization program which you can pursue after the completion of your
MicrodegreeTM in AI courses.