Introduction to Machine Learning
  • Type Validation
  • Level Foundational
  • Time Hours
  • Cost Paid
Additional Details

Introduction to Machine Learning

Issued by Binghamton University

The badge earner has been introduced to foundational Machine Learning (ML) concepts and algorithms and can identify and map problems to different classes of ML algorithms. The earner can recognize ML algorithms such as decision trees, Naïve Bayes, and logistic regression, identify subtleties and application scenarios for different supervised classification algorithms listed above and can apply ML concepts such as regularization, over-fitting, and Laplace smoothing to design efficient ML models.

  • Type Validation
  • Level Foundational
  • Time Hours
  • Cost Paid
Additional Details

Skills

Earning Criteria

  • This course is open to all engineers, professionals, faculty, and college-level students.
  • This is a self-paced, online course that will require 25-30 hours to complete and provides a solid foundation in machine learning. Each topic is reinforced with video lectures, self-assessment quizzes (non-graded), and a final exam (graded).
  • To earn this credential the learner must pass the final exam.
  • $250.00 - standard/industry; $150.00 - BU and SUNY faculty/staff, BU alumni (graduated May 2021 or prior), or non-SUNY students; $105.00 - non-BU/SUNY students (must provide evidence of matriculation at a university/college); $95.00 - BU and SUNY students, new alumni (graduated December 2021 or after), or high school students; $35.00 - retake fee – students; $50.00 retake fee – non-students (must prove previous registration).