Udemy – Complete Linear Regression Analysis in Python 2024-11

Complete Linear Regression Analysis in Python Course. This comprehensive course teaches you how to build a linear regression model in Python. After completing this course, you will be able to solve real-world problems using the Machine Learning linear regression technique, build linear regression models in Python and analyze the results, and confidently practice, discuss, and understand Machine Learning concepts.

What you will learn:

• Solving real-world problems using linear regression techniques
• Initial data analysis using Univariate and Bivariate analysis before running linear regression
• Predict future results based on past data by implementing the simplest Machine Learning algorithm
• Interpreting linear regression model results and turning them into actionable insights
• Understand the basics of statistics and machine learning concepts
• Deep knowledge of data collection and data preprocessing for Machine Learning linear regression problems
• Learning advanced variations of the OLS linear regression method
• Practical DIY project to implement what you learned from the lectures
• Transforming business problems into linear regression problems Machine Learning
• Basic statistics using the Numpy library in Python
• Displaying data using the Seaborn library in Python
• Machine Learning Linear Regression Technique Using Python’s Scikit Learn and Statsmodel Libraries

Who is this course suitable for?

• People looking for a job in data science
• Working professionals starting their data journey
• Statisticians who need more practical experience
• Anyone who is curious can master linear regression from beginner to advanced in a short period of time.

Course details Complete Linear Regression Analysis in Python

• Publisher:  Udemy
• Instructor:  Start-Tech Academy
• Training level: Beginner to advanced
• Training duration: 7 hours and 33 minutes
• Number of lessons: 79

Course syllabus in 2025/2

Complete Linear Regression Analysis in Python Course Prerequisites

Course images

Sample course video

Download link

Download Part 1 – 1 GB

Download Part 2 – 670 MB

File(s) password: www.downloadly.ir

File size

1.6 GB