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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.

Contact Us

You can call 305-284-4881 or email opa@miami.edu to learn more.

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Enroll Now - Select a section to enroll in
Section Title
Artificial Intelligence and Machine Learning Certificate Program - Elite
Type
Discussion
Days
T, Th
Time
7:00PM to 9:30PM
Dates
Nov 11, 2025 to Jan 20, 2026
Schedule and Location
Contact Hours
45.0
Delivery Options
Course Fee(s)
Tuition non-credit $2,800.00
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