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Overview
Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification What you'll learn: Learn how to solve real life problem using the Linear and Logistic Regression techniquePreliminary analysis of data using Univariate and Bivariate analysis before running regression analysisGraphically representing data in R before and after analysisHow to do basic statistical operations in RUnderstand how to interpret the result of Linear and Logistic Regression model and translate them into actionable insightIndepth knowledge of data collection...
Syllabus
- Introduction
- Basics of Statistics
- Getting started with R and R studio
- Data Preprocessing before building Linear Regression Model
- Linear Regression Model
- Introduction to the classification Models
- Building a Logistic Regression Model
- Test-Train Split
- Congratulations & about your certificate
Instructor
Start-Tech Academy
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