K-Fold Cross Validation in Machine Learning – Python Example

4 months ago

Last updated: 3rd Jan, 2024 In this post, you will learn about K-fold Cross-Validation concepts used while training machine learning models with…

Machine Learning Definition, Examples, Method, Types

4 months ago

Last updated: 3rd Jan, 2024 Machine learning is a machine's ability to learn from data. It has been around for…

Machine Learning Models Solution Design: Examples

4 months ago

This blog is crafted for data scientists, machine learning (ML) and software engineers, business analysts / product managers, and anyone…

Micro-average, Macro-average, Weighting: Precision, Recall, F1-Score

4 months ago

Last updated: 30th Dec, 2023 In this post, you will learn about how to use micro-averaging and macro-averaging methods for evaluating scoring metrics (precision,…

ROC Curve & AUC Explained with Python Examples

4 months ago

Last updated: 29th Dec, 2023 Confusion among data scientists regarding ROC Curve and AUC often stems from misunderstanding their relationship.…

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

4 months ago

Last updated: 29th Dec, 2023 Classification models are used in classification problems to predict the target class of the data…

Mean Squared Error or R-Squared – Which one to use?

4 months ago

Last updated: 29th Dec, 2023 As you embark on your journey to understand and evaluate the performance of regression models,…

Data Science Competitions on Different Online Platforms

4 months ago

Data science / Machine Learning is an ever-evolving field, and competitions provide a great way for beginners / practitioners to…

Mastering Data Quality KPI Dashboards: Concepts, Examples

4 months ago

In the digital age, where data is often likened to the new oil, ensuring its quality is not just an…

Large Language Models (LLMs) & Semantic Search: Examples

4 months ago

Have you ever marveled at how typing a few words into a search engine yields exactly the information you're looking…