Advanced Machine Learning
Training Provider: Republic Polytechnic
Course Reference: TGS-2021007086
S$279
Original: S$930
Save S$651
About This Course
The key topics covered in this module include:
• Advanced machine learning algorithms (e.g. Random Forest, SVM, Naïve Bayes)
• Model Improvement techniques
• Pipeline and Dimensionality Reduction
What You'll Learn
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 etc.
Upon completing the module, 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 Fundamentals in Machine Learning before signing up for this course.
Upon completing the module, 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 Fundamentals in Machine Learning before signing up for this course.
Entry Requirements
A basic knowledge in Python programming is required. Basic knowledge of calculus would be an advantage.
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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