Introduction to Machine Learning (Synchronous e-learning)

Training Provider: Ngee Ann Polytechnic
Course Reference: TGS-2021006414
S$480
Original: S$1,600
Save S$1,120

About This Course

The participant will be able to:
• Understand how to frame a problem statement from a data perspective
• Understand the various types of machine learning techniques
• Appreciate the importance of selecting the right features in developing a model
• Understand how models are evaluated and selected.

What You'll Learn

This course provides an overview of machine learning techniques, explains how to frame a problem space from a data perspective and covers the necessary concepts on how to evaluate and choose machine learning models.
The course covers the following:
• Understanding data
• Framing the hypothesis
• Feature selection
• Model selection and evaluation

Entry Requirements

Basic programming experience
Basic understanding of analytics

Course Details

Duration 28 hours
Language Not specified
Training Commitment Not specified
Total Enrolled 177 students
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