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Machine Learning: Building a Linear Regression Model

Machine Learning: Building a Linear Regression Model

Build practical linear regression models using Python, statistics, and real-world machine learning techniques.

₹999

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Has discount
Expiry period Lifetime
Made in English
Last updated at Mon Feb 2026
Level
Beginner
Total lectures 4
Total quizzes 0
Total duration 00:38:00 Hours
Total enrolment 4
Number of reviews 4
Avg rating
Short description Build practical linear regression models using Python, statistics, and real-world machine learning techniques.
Outcomes
  • Develop and evaluate simple and multiple linear regression models using Python.
  • Perform complete data preprocessing including missing values, outliers, and feature engineering.
  • Apply ridge and lasso regression techniques to improve predictive model performance.
Requirements
  • Basic computer knowledge and familiarity with using laptops or desktops.
  • Basic understanding of mathematics and statistics is helpful.
  • Interest in learning Python, data analysis, and machine learning.
  • Internet connection and willingness to practice hands-on coding.