Fundamentals of Machine Learning
Training Provider: Republic Polytechnic
Course Reference: TGS-2021006614
S$189
Original: S$630
Save S$441
About This Course
The key topics covered in this module include:
• Introduction to data science process
• data exploration
• data preparation and cleaning
• supervised machine learning – classification and regression
• unsupervised machine learning – clustering
• model evaluation
What You'll Learn
This module introduces participants to basic machine learning, which is the use of computers to run predictive models that learn from existing data, and subsequently forecast future behaviours, outcomes and trends.
Upon completing the module, participants will be able to explain the essential principles of machine learning, with hands-on experience in building and validating machine learning models using Python.
Upon completing the module, participants will be able to explain the essential principles of machine learning, with hands-on experience in building and validating machine learning models using Python.
Entry Requirements
General IT Knowledge
Course Details
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