In this video, we'll explore the essentials of multiple linear regression and dive deep into understanding how to predict outcomes using two independent variables. Whether you're new to data science or looking to enhance your predictive modeling skills, this video is perfect for you!
What you'll learn:
The fundamentals of multiple linear regression and its significance in data analysis.
How multiple regression models work, explained with clear and easy-to-follow examples.
Step-by-step guide to building your own multiple linear regression model.
Practical application: Predicting house prices based on size and number of bedrooms using multiple regression.
By the end of this tutorial, you'll have a strong grasp of multiple linear regression and be equipped to create your own advanced predictive models confidently. No prior experience required!
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🔗 Resources:
Github Repo: github.com/staycuriouspk/data_science/blob/main/Regression/Multiple%20Regression/Multiple_Regression.ipynb
Bengaluru House Price Data: www.kaggle.com/datasets/amitabhajoy/bengaluru-house-price-data
Scikit-learn: scikit-learn.org/stable/
#DataScience #MultipleRegression #PredictiveModeling #MachineLearning #BeginnersGuide #DataAnalysis
29 июн 2024
