Credit Card Fraud Detection & Machine Learning

6 months ago

Last updated: 26 Sept, 2024 Credit card fraud detection is a major concern for credit card companies. With credit cards…

Neural Network Types & Real-life Examples

6 months ago

Last updated: 24th Sept, 2024 Neural networks are a powerful tool for data scientists, machine learning engineers, and statisticians. They…

Invoke Python ML Models from Other Applications – Examples

6 months ago

When working with Python-based machine learning models, a common question that pops up is how do we invoke models written…

Principal Component Analysis (PCA) & Feature Extraction – Examples

6 months ago

Last updated: 17 Sept, 2024 Principal component analysis (PCA)is a dimensionality reduction technique that reduces the number of dimensions or…

Content-based Recommender System: Python Example

6 months ago

In this blog, we will learn about how to implement content-based recommender system using Python programming example. We will learn…

Recommender Systems in Machine Learning: Examples

6 months ago

Last updated: 16th Sep, 2024 Recommender systems are widely used in applications such as personalized content recommendation (e.g., movies, books,…

Difference: Binary vs Multiclass vs Multilabel Classification

7 months ago

Last updated: 13th Sep, 2024 There are three main types of classification algorithms when dealing with machine learning classification problems:…

Sklearn LabelEncoder Example – Single & Multiple Columns

7 months ago

Last updated: 13 Sept, 2024 In this post, you will learn about the concept of encoding such as Label Encoding…

ROC Curve & AUC Explained with Python Examples

7 months ago

Last updated: 8th Sep, 2024 Confusion among data scientists regarding whether to use ROC Curve / AUC, or, Accuracy /…

Accuracy, Precision, Recall & F1-Score – Python Examples

7 months ago

Last updated: 27th Aug, 2024 Classification models are used in classification problems to predict the target class of the data…