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Modeling & Machine Learning

Modeling & Machine Learning

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Introduction to Machine Learning
Modeling Case Study
Data Pre-Processing
Feature Selection
Model Selection
Machine Learning Algorithms
Recommendation and Search Engines
Model Evaluation
Applied Modeling
Machine Learning System Design
Generalized Linear Models and Regression

Introduction to GLMs

Ask any member of the general public what they think “Statistics” is, and most will probably arrive at the iconic “line of best fit,” where a straight line is sandwiched between a scattering of data points, showing the general trend between them.

Visualization of a line of best fit

This “line of best fit” is the most simple case of an important class

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