Module 5 - Machine Learning for Product Managers
Machine Learning for Product Managers — Module 5
Machine learning modelling, Parametric and Non-Parametric Machine Learning Algorithms, the complexity of the model, bias-variance tradeoff, and performance of the linear regression model.
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Module 5— Machine Learning Model Development
In this module, we will learn the following topic
- What does it mean by Machine learning modelling?
- How to do an evaluation of Machine Learning Models
- Parametric and Non-Parametric Machine Learning Algorithms
- Linear Regression
- What’s the difference between simple linear regression and multiple linear regression?
- How does the complexity of the model affect the error of the machine learning model?
- What is the bias-variance tradeoff?
- How will you evaluate the performance of the linear regression model?
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