Simple Linear Regression Explained | Machine Learning Basics | Inventify
Автор: Inventify
Загружено: 2025-11-22
Просмотров: 3
What is the "Line of Best Fit" and how does a computer find it? In this video, Inventify breaks down the fundamental algorithm of Machine Learning: Simple Linear Regression.
We move beyond just drawing lines and dive into the math behind prediction. Whether you are a student starting your Data Science journey or a developer brushing up on statistics, this video covers the essentials of modeling relationships between variables.
Topics Covered:
1. The Equation of a Line (y = mx + c) in ML terms.
2. Dependent vs. Independent Variables
3. How to calculate the Cost Function (MSE)
4. Minimizing error to find the "Best Fit"
5. Real-world examples of prediction
6. Mastering this concept is the first step toward understanding neural networks and complex AI models
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#machinelearning #linearregression #datascience #statistics #Inventify #ai #python #dataanalysis #engineeringmathematics #predictivemodeling
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