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Course Description

Advanced Analytics and Machine Learning, the final core course in the program, introduces students to the theory and practice of machine learning. Students will learn how to implement the most popular machine-learning techniques in use today to discover patterns in their data and develop models to predict future outcomes. They will get hands-on experience using Python to implement these techniques and learn strategies for evaluating their models and identifying the best tool to meet their business goals.

Course Outline

Topics include:

  • Choosing the right machine-learning algorithm
  • Linear regression and logistic regression
  • Cluster analysis
  • Decision trees
  • Boosting and random forests
  • Evaluating and refining your models

Instructors

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in
Section Title
Advanced Analytics and Machine Learning
Type
Online, self paced
Dates
Jul 26, 2021 to Sep 16, 2021
Type
Online, fixed date
Days
Th
Time
7:00PM to 8:00PM
Dates
Jul 29, 2021 to Sep 16, 2021
Schedule and Location
Contact Hours
8.0
Location
  • Online
Delivery Options
Course Fee(s)
Tuition non-credit $1,800.00
Instructors
Section Title
Advanced Analytics and Machine Learning
Type
Online, self paced
Dates
Jan 10, 2022 to Mar 03, 2022
Type
Online, fixed date
Days
Th
Time
7:00PM to 8:00PM
Dates
Jan 13, 2022 to Mar 03, 2022
Schedule and Location
Contact Hours
8.0
Location
  • Online
Delivery Options
Course Fee(s)
Tuition non-credit $1,800.00
Instructors
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