Module 1: Introduction to Python and Data Analytics
Training Provider: SINGAPORE MANAGEMENT UNIVERSITY
Course Reference: TGS-2023040378
S$720
Original: S$2,400
Save S$1,680
About This Course
Despite the explosion of data modelling techniques with the advent of machine learning and big data in recent times, linear models continue to be the workhorse of many data-driven workflows and analyses.
What You'll Learn
At the end of the 2-day module, participant swill be able to:
• Identify the situations and modelling contexts under regression or classification should be used
• Conduct regression and classification analyses with linear models via the scikit-learn package
• Understand the use of inference as an imperfect tool to provide evidence of cause and effect in Linear Regression
• Utilise linear models to generate predictions
• Understand the various quantitative techniques to decide which input features to include in a linear model
• Identify the situations and modelling contexts under regression or classification should be used
• Conduct regression and classification analyses with linear models via the scikit-learn package
• Understand the use of inference as an imperfect tool to provide evidence of cause and effect in Linear Regression
• Utilise linear models to generate predictions
• Understand the various quantitative techniques to decide which input features to include in a linear model
Course Details
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