Machine Learning for Beginners-Regression Analysis in Python – Free Udemy Courses

Free Certification Title Name: Machine Learning for Beginners-Regression Analysis in Python

Linear Regression in Python| Simple Regression & Multiple Regression is essential for Machine Learning & Econometrics.

Machine Learning for Beginners-Regression Analysis in Python
Machine Learning for Beginners-Regression Analysis in Python


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

What you’ll learn:

  • Learn how to solve the real-life problem using the Linear Regression technique.
  • Preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression.
  • Predict future outcomes basis past data by implementing the Simplest Machine Learning algorithm.
  • Understand how to interpret the result of a Linear Regression model and translate them into actionable insight.
  • Understanding of basics of statistics and concepts of Machine Learning.
  • In-depth knowledge of data collection and data preprocessing for Machine Learning Linear Regression problem.
  • Learn advanced variations of the OLS method of Linear Regression.
  • The course contains an end-to-end DIY project to implement your learnings from the lectures.
  • How to convert the business problem into a Machine learning Linear Regression problem.
  • Basic statistics using Numpy library in Python.
  • Data representation using Seaborn library in Python.
  • Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python.

Course Content:



Who this course is for:

  • People pursuing a career in data science.
  • Working Professionals beginning their Data journey.
  • Statisticians needing more practical experience.
  • Anyone curious to master Linear Regression from beginner to Advanced in a short span of time.

This course includes:

  • 7.5 hours of on-demand video.
  • 16 articles.
  • 39 downloadable resources.
  • Full lifetime access.
  • Access on mobile and TV.
  • Certificate of Completion.

Created by Start-Tech Academy


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