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Course Description

Artificial Intelligence and Machine Learning Elite

Course Outline

  • Coding Intensive AI/ML System Implementation
  • Coding for AI/ML
  • Math for Data Science

 

Learner Outcomes

Upon successful completion of the AI/ML Elite level, learners should be able to demonstrate proficiency in:

  • Solving prediction problems by applying linear regression.
  • Computing approximation and classification errors in prediction models.
  • Selecting the most adequate activation functions in AI models.
  • Understanding how supervised and unsupervised training works.
  • Applying methods to prevent AI models from memorization.
  • Using Python language to process data and design, train and test AI models.
  • Understanding the mathematical foundations of artificial neural networks.
  • Representing and interpreting probabilistic events.
  • Using mathematical methods such as PCA for dimensionality reduction. 
  • Applying statistical tests to accept/reject hypothesis about data.

Notes

Career Services


The office of Professional Advancement (OPA) is excited to announce that in a partnership with the TOPPEL Career Center at the University of Miami are now offering to our students and alumni a comprehensive suite of career services available via our career services platform Handshake!

What is Handshake?

Handshake is a career services platform created for students and alumni to use in their career development. It's used by over 200,000 employees, including all Fortune 500 companies! Thousands of internships and job opportunities are posted on Handshake by employers specifically looking to hire students.

All students have a Handshake account that is automatically created for them once they begin their program of study at the U. Once you receive an email notification, all you have to do is log into Handshake to activate your account. Handshake will then recommend certain positions to you based on your profile allowing for easy searching. Comparing and updating your profile will provide Handshake with a better idea of which job interviews/internships listings you may be interested in.

Here are some of the awesome things you can do with Handshake:

Apply for jobs & internships
Register for career fairs, workshops, & info sessions
Upload your resume for an online critique from the Toppel Career Center
Research thousands of employers
Network with recruiters and other students for career insights

Library Services

The office of Professional Advancement (OPA) is excited to announce that our students now have access to the Otto G. Richter Library services throughout the duration of their respective Certificate Programs. 

Students can use the online resources at https://www.library.miami.edu/

For accessing certain resources, students may need to go through UM IT authentication and enter their CaneID and passwords. Students can retrieve their CaneID and password at https://caneidhelp.miami.edu/

Students are also able to check out books in person. To do so, they may stop by the Access Services desk to pick up a library card on their first visit to the Richter Library Building, located at Otto G. Richter Library Building, 1300 Memorial Drive, Coral Gables, Florida 33146
 

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Enroll Now - Select a section to enroll in
Section Title
Artificial Intelligence and Machine Learning Elite
Type
Discussion
Days
T, Th
Time
6:30PM to 9:00PM
Dates
Jan 21, 2025 to Mar 18, 2025
Schedule and Location
Contact Hours
42.5
Course Fee(s)
Tuition non-credit $2,800.00
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