Mastering Linear Regression Analysis with Python
Unlock the power of linear regression in Python, mastering predictive modeling and data analysis techniques
4.35 (27 reviews)
8,113
students
2 hours
content
Mar 2024
last update
$19.99
regular price
What you will learn
The fundamental concepts of linear regression and its application in data analysis.
How to implement linear regression models using Python libraries such as NumPy, pandas, and scikit-learn.
Techniques for data preprocessing, including handling missing values, scaling features, and encoding categorical variables.
Strategies for model evaluation and performance optimization to build accurate and robust linear regression models.
Advanced topics such as regularization, feature selection, and handling multicollinearity for improving model interpretability and generalization.
Practical skills in applying linear regression to real-world datasets, solving regression problems, and deriving actionable insights from data.
5633294
udemy ID
10/29/2023
course created date
10/30/2023
course indexed date
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