MinMaxScaler vs StandardScaler – Python Examples

1 year ago

Last updated: 7th Dec, 2023 Feature scaling is an essential part of exploratory data analysis (EDA), when working with machine…

Using GridSearchCV with Logistic Regression Models: Examples

1 year ago

GridSearchCV method is a one of the popular technique for optimizing logistic regression models, automating the search for the best…

Handling Class Imbalance in Machine Learning: Python Example

1 year ago

Last updated: 6th Dec, 2023 As a data scientist, we are tasked with building machine learning (ML) models that can…

Handling Class Imbalance using Sklearn Resample

1 year ago

Last updated: 5th Dec, 2023 The class imbalance problem in machine learning occurs when the classes in a dataset are…

Ordinary Least Squares Method: Concepts & Examples

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Last updated: 5th Dec, 2023 Regression analysis is a fundamental statistical technique used in many fields, from finance, econometrics to…

Linear Regression vs Correlation: Examples

1 year ago

Linear regression and correlation are fundamental concepts in statistics, often used in data analysis to understand the relationship between two…

Different Types of CNN Architectures Explained: Examples

1 year ago

Last updated: 4th Dec, 2023. In the fast-paced world of computer vision and image processing, the problem of image classification…

MongoDB – Commands to Check the Status of MongoDB Database

1 year ago

This article represents different commands which can be used to check the status of MongoDB database on Linux/Ubuntu. Please feel…

Logit vs Probit Models: Differences, Examples

1 year ago

Logit and Probit models are both types of regression models commonly used in statistical analysis, particularly in the field of…

Linear Regression Cost Function: Python Example

1 year ago

Linear regression is a foundational algorithm in machine learning and statistics, used for predicting numerical values based on input data.…