Parametric vs Non-Parametric Models: Differences, Examples

7 months ago

Last updated: 11 Aug, 2024 When working with machine learning models, data scientists often come across a fundamental question: What…

How to know if Linear Regression Model is Appropriate?

7 months ago

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

Lasso Regression in Machine Learning: Python Example

7 months ago

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

Completion Model vs Chat Model: Python Examples

8 months ago

In this blog, we will learn about the concepts of completion and chat large language models (LLMs) with the help…

LLM Hosting Strategy, Options & Cost: Examples

8 months ago

As part of laying down application architecture for LLM applications, one key focus area is LLM deployments. Related to LLM…

Application Architecture for LLM Applications: Examples

8 months ago

Large language models (LLMs), also termed large foundation models (LFMs), in recent times have been enabling the creation of innovative…

Python Pickle Security Issues / Risk

9 months ago

Suppose your machine learning model is serialized as a Python pickle file and later loaded for making predictions. In that…

Pricing Analytics in Banking: Strategies, Examples

9 months ago

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

How to Learn Effectively: A Holistic Approach

10 months ago

In this fast-changing world, the ability to learn effectively is more valuable than ever. Whether you're a student, a professional…

How to Choose Right Statistical Tests: Examples

10 months ago

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