Data Science

How to know if Linear Regression Model is Appropriate?

If you want to build a model for predicting a numerical value and wondering whether the linear regression model is…

4 months ago

Lasso Regression in Machine Learning: Python Example

Last updated: 10th Aug, 2024 Lasso regression, sometimes referred to as L1 regularization, is a technique in linear regression that…

4 months ago

Pricing Analytics in Banking: Strategies, Examples

Last updated: 15th May, 2024 Have you ever wondered how your bank decides what to charge you for its services?…

7 months ago

How to Choose Right Statistical Tests: Examples

Last updated: 13th May, 2024 Whether you are a researcher, data analyst, or data scientist, selecting the appropriate statistical test…

7 months ago

Machine Learning Lifecycle: Data to Deployment Example

Last updated: 12th May 2024 In this blog, we get an overview of the machine learning lifecycle, from initial data…

7 months ago

Linear Regression T-test: Formula, Example

Last updated: 7th May, 2024 Linear regression is a popular statistical method used to model the relationship between a dependent…

8 months ago

Feature Selection vs Feature Extraction: Machine Learning

Last updated: 2nd May, 2024 The success of machine learning models often depends on the quality of the features used…

8 months ago

Bias-Variance Trade-off in Machine Learning: Examples

Last updated: 1st May, 2024 The bias-variance trade-off is a fundamental concept in machine learning that presents a challenging dilemma…

8 months ago

Mean Squared Error vs Cross Entropy Loss Function

Last updated: 1st May, 2024 As a data scientist, understanding the nuances of various cost functions is critical for building…

8 months ago

Cross Entropy Loss Explained with Python Examples

Last updated: 1st May, 2024 In this post, you will learn the concepts related to the cross-entropy loss function along…

8 months ago