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Linear Regression: Step by Step Guide

This course will help you start your Machine Learning journey by introducing you to the concept of Regression. The course covers simple and multiple linear regression, and the relevance of regression in the industries.

Program Overview

Key Highlights

Free and shareable certificate on completion
Free and shareable certificate on completion
100% self paced course
100% self paced course
Real time upskilling
Real time upskilling
21hrs short course
21hrs short course
Skills you will Gain: Data Understanding, Data Cleaning, Data Preparation, Data Manipulation
Skills you will Gain: Data Understanding, Data Cleaning, Data Preparation, Data Manipulation
Syllabus:  Introduction to Simple Linear Regression, Simple Linear Regression in Python, How to build a Linear Model, Linear Regression using SKLearn, Multiple Linear Regression, Dealing with Categorical Values, Residual Analysis and Predictions, Industry Relevance of Linear Regression, ANOVA and F-test
Syllabus: Introduction to Simple Linear Regression, Simple Linear Regression in Python, How to build a Linear Model, Linear Regression using SKLearn, Multiple Linear Regression, Dealing with Categorical Values, Residual Analysis and Predictions, Industry Relevance of Linear Regression, ANOVA and F-test

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Linear Regression: Step by Step Guide
Complete this course successfully to obtain this certificate from upGrad.
Linear Regression: Step by Step Guide
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