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Machine Learning Python: Regression Modeling

Features Includes:
  • Self-paced with Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App

Course Preview Video

  • Categories

    IT & Software Systems

  • Duration

    07:13:43

  • 28 Students Enrolled

Description

Use Linear Regression to solve business problems and master the basics of Machine Learning

The course "Machine Learning Basics: Building Regression Model in Python" teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems.

In this course students will learn the following:

  • How to predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
  • How to do preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
  • Understand how to interpret the result of Linear Regression model and translate them into actionable insight
  • Understanding of basics of statistics and concepts of Machine Learning
  • Learn advanced variations of OLS method of Linear Regression
  • Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python

This course is suitable for anyone curious about machine learning or professionals beginning their data journey.


Basic knowledge
  • Students will need to install Python and Anaconda software but we have a separate lecture to help you install the same

What will you learn

In this course students will learn the following:

  • How to predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
  • How to do preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
  • Understand how to interpret the result of Linear Regression model and translate them into actionable insight
  • Understanding of basics of statistics and concepts of Machine Learning
  • Learn advanced variations of OLS method of Linear Regression
  • Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python

Course Curriculum

Number of Lectures: 51 Total Duration: 07:13:43

Reviews

Abhishek – May 18, 2019

Rick Cartman – May 18, 2019

Abhi Verma – June 07, 2019

Vincent Smith – September 11, 2019