Application Architecture for LLM Applications: Examples

5 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

6 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

6 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

6 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

6 months ago

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

Data Lakehouses Fundamentals & Examples

6 months ago

Last updated: 12th May, 2024 Data lakehouses are a relatively new concept in the data warehousing space. They combine the…

Machine Learning Lifecycle: Data to Deployment Example

6 months ago

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

Autoencoder vs Variational Autoencoder (VAE): Differences, Example

6 months ago

Last updated: 12th May, 2024 In the world of generative AI models, autoencoders (AE) and variational autoencoders (VAEs) have emerged…

Linear Regression T-test: Formula, Example

7 months ago

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

Feature Engineering in Machine Learning: Python Examples

7 months ago

Last updated: 3rd May, 2024 Have you ever wondered why some machine learning models perform exceptionally well while others don't?…