An Intuition Behind Gradient Descent using Python
In the last article, we saw the Cost function in detail. Y=β0 + β1x where β0 is the intercept of the fitted line and β1… Read More »An Intuition Behind Gradient Descent using Python
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Cost Function for Linear regression
In the field of computer science and mathematics, the cost function for linear regression also called as loss function or objective function is the function… Read More »Cost Function for Linear regression
Linear Regression For Machine Learning Using Python.
Welcome to the module on Linear regression in the previous blog I have explained about the “Assumptions of linear regression” and “Model Evaluation Metrics Used… Read More »Linear Regression For Machine Learning Using Python.
Model Evaluation Metrics Used For Regression.
The regression model works on the constructive evaluation principle. We build a model, check from metrics, and then make improvements. And continue until we achieve… Read More »Model Evaluation Metrics Used For Regression.
Assumptions of Linear Regression
Linear Regression is a technique to find the relationship between an independent variable and a dependent variable, Regression is a Parametric machine learning algorithm which… Read More »Assumptions of Linear Regression
Natural Language Processing in 2025: A Journey of Transformation
Natural Language Processing (NLP) has come a long way, evolving from basic language parsing tools to sophisticated systems that leverage large language models (LLMs) and… Read More »Natural Language Processing in 2025: A Journey of Transformation
QE to Dev
Understanding the Modern Web QE to Dev journey, before going forward, you need to understand how programs work on the web. It’s essential to have… Read More »QE to Dev