Machine Learning (Advance)

by Republic Polytechnic Claim Listing

In this advanced course, participants will learn specific concepts and advanced techniques of machine learning, such as Support Vector Machines, Random Forest, Boosting and Stacking, Cross Validation, Pipeline and many more.

S$1004

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Republic Polytechnic Logo

img Duration

3 Days

Course Details

In this advanced course, participants will learn specific concepts and advanced techniques of machine learning, such as Support Vector Machines, Random Forest, Boosting and Stacking, Cross Validation, Pipeline and many more.

Upon completing the course, participants will be able to explain the essential principles of algorithms used for advanced machine learning. The course also provides participants with ample hands-on experience in building, validating and improving advanced machine learning models using Python.

We recommend participants to complete Machine Learning Fundamentals before signing up for this course. Laptops will be provided for the duration of the course.

 

Learning Objectives:

  • Advanced machine learning algorithms (e.g. Random Forest, SVM, Naïve Bayes)
  • Model Improvement techniques
  • Pipeline and Dimensionality Reduction
  • Central Branch

    9 Woodlands Avenue 9, Central

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