Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

The Foundation of Data Validation

Discussing the basic principles and methodology of data validation Continue reading on Towards Data Science »

The Stream Processing Model Behind Google Cloud Dataflow

Balancing correctness, latency, and cost in unbounded data processing Image created by the author. Table of contents Before we move onIntroduction from the paper.The details of the Dataflow model.Implementation and designs of the model. Intro Google Dataflow is a fully managed data processing service that provides

Enhancing Direct Answer Accuracy in RAG Setup with Self-Retrieval Mechanisms

Leveraging the power of LLMs to significantly enhance the quality of document context retrieved for direct answer generation in your RAG… Continue reading on Towards Data Science »

Explaining complex models to business stakeholders

Explaining a LightGBM model Continue reading on Towards Data Science »

Why do AI projects fail?

85% AI projects fail, 6 reasons why Continue reading on Towards Data Science »

Practical Computer Simulations for Product Analysts

Part 2: Using bootstrap for observations and A/B tests Image by DALL-E 3 In the first part of this series, we’ve discussed the basic ideas of computer simulations and how you can leverage them to answer “what-if” questions. It’s impossible to talk

Jamba: The New Hybrid Transformer/Mamba

Faster and better than the transformer but more difficult to train Continue reading on Towards Data Science »

Gradio: Beyond the Interface

Customise Layouts using Blocks Continue reading on Towards Data Science »

Python and the underscore (_)

The article discusses various roles the underscore plays in Python. Continue reading on Towards Data Science »

How to Set Up Longitudinal Experiments: A Data Scientist’s Guide

Photo by Claudio Schwarz A Data Scientist’s Guide to Longitudinal Experiments for Personalization Programs Unlocking rapid “test-and-learn” and capturing full-scaled personalization value from longitudinal experimentation A/B testing vs. longitudinal experiment Experimentation does not always need to be complex; simple A/B test