Data Science

524+ posts

Last Updated: 03 April 2026

Human evaluation is the process by which people judge the quality of NLP model outputs. Unlike automated metrics, it captures qualities that are difficult to measure progr...read more

Data Science

Python Libraries for AI, ML, DL and Data Science

Last Updated: 19 March 2026

Python provides an ecosystem of libraries that simplify building applications in Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL) and Data Science. ...read more

Data Science

AI-ML-DS With Python

Deploying Model on Hugging Face Spaces

Last Updated: 14 April 2026

Deploying a model allows developers to share machine learning applications to user via an interactive web interface. Hugging Face Spaces provides an easy way to host and d...read more

Data Science

Applications of Dimensionality Reduction

Last Updated: 19 February 2026

Dimensionality reduction is a technique in data analysis that reduces the number of variables or features in a dataset while keeping the most important information. It hel...read more

Data Science

Introduction to Partial Order Planning (POP)

Last Updated: 11 February 2026

Partial Order Planning (POP) is an Artificial Intelligence planning technique designed to create flexible plans instead of rigid, step-by-step sequences. Rather than fixin...read more

Data Science

Implementing Branched RAG

Last Updated: 10 February 2026

Branched Retrieval‑Augmented Generation (Branched RAG) is a type of RAG system where multiple retrieval paths operate in parallel to handle complex queries. Each branch re...read more

Data Science

Artificial Intelligence

Fake News Classification with Word2Vec

Last Updated: 14 February 2026

Here we are building a fake news classification system in Python that uses Word2Vec embeddings to represent text and a machine learning classifier to determine whether a n...read more

Data Science

Introduction to Hypothetical Document Embeddings (HyDE)

Last Updated: 10 February 2026

HyDE (Hypothetical Document Embedding) is an extension of traditional retrieval in Retrieval Augmented Generation (RAG) where the system generates a hypothetical document ...read more

Data Science

Introduction to Branched RAG

Last Updated: 06 February 2026

Branched RAG is an extension of Retrieval-Augmented Generation (RAG) where the system explores multiple retrieval or reasoning paths instead of a single linear process. By...read more

Data Science

Introduction to Graph-Based Semi-Supervised Learning

Last Updated: 07 February 2026

Graph‑Based Semi‑Supervised Learning is a machine learning approach that uses both labelled and unlabelled data by modelling their relationships as a graph. Here, data poi...read more

Data Science

How to Evaluate LLMs in Production: From UAT to Continuous Monitoring

Last Updated: 23 December 2025

Evaluation is the missing link that turns an LLM from a prototype into a system you can trust in production.Think of deployment in two phases:UAT (User Acceptance Testing)...read more

Data Science

AI News

Data Science

RankLLM Reranker LangChain

Last Updated: 14 February 2026

RankLLM is an advanced reranking framework designed to improve the relevance and accuracy of retrieval-augmented generation (RAG) systems. When integrated with LangChain, ...read more

Data Science

Large Language Model(LLM)

Data Drift vs. Model Drift

Last Updated: 03 November 2025

Machine learning systems often degrade in performance after deployment due to evolving data patterns and shifts in real-world behavior. Two common issues responsible for t...read more

Data Science

Machine Learning

Model Drift

Last Updated: 08 April 2026

Model drift refers to the gradual degradation in a deployed model’s performance due to changes in real world data or relationships between input features and the target. A...read more

Data Science

Machine Learning

Improving LLM Accuracy using Reranking

Last Updated: 14 February 2026

Reranking is an advanced post-processing technique that enhances the accuracy and relevance of outputs generated by Large Language Models (LLMs). Instead of relying on a s...read more

Data Science

Large Language Model(LLM)

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