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Data Science

613+ posts

Last Updated: 07 August 2025

Hugging Face has introduced Model Cards as an important tool for model documentation. It is a detailed document about each model on the Hugging Face Hub. It provides impor...read more

Data Science

Artificial Intelligence

Machine Learning

Hugging Face

Mockaroo: Realistic Data Generation

Last Updated: 04 August 2025

Manually creating test data for software application and machine learning (ML) models is slow, error-prone, and often fails to capture real-world complexity. This is espec...read more

Data Science

Docling: Make your Documents Gen AI-ready

Last Updated: 04 August 2025

A massive amount of the world's knowledge is trapped in documents—PDFs, Office files, and scans that our AI models can't easily understand. Standard tools often just rip o...read more

Data Science

Statistical Evidence

Last Updated: 02 August 2025

Statistical evidence refers to information derived from data that is analyzed using statistical techniques to draw conclusions, test hypotheses or support decision making....read more

Data Science

ML-Statistics

ARCH: Autoregressive Conditional Heteroskedasticity

Last Updated: 29 July 2025

ARCH is a statistical model used to analyze time series data where the variance changes over time. It was introduced by Robert Engle in 1982 mainly for financial data like...read more

Data Science

ML-Statistics

A Unified Framework for an Effective Prompt

Last Updated: 25 July 2025

A fundamental advancement in prompt engineering is the realization that a prompt is not a monolithic question but a structured document composed of distinct components. Le...read more

Data Science

ChatGPT Prompts

Lilliefors Test

Last Updated: 29 July 2025

The Lilliefors test is used to check whether a set of data comes from a normal distribution specially when we don’t know the population mean and variance beforehand.The Li...read more

Data Science

R Language

How is Statistics Used in Data Science?

Last Updated: 23 July 2025

Statistics plays a important role in data science as it helps data scientists understand complex data, identify relationships between variables and build models that solve...read more

Data Science

Stochastic Variational Inference (SVI)

Last Updated: 28 July 2025

Stochastic Variational Inference (SVI) is a method used to estimate complex probability distributions in large datasets. It’s based on variational inference where we appro...read more

Data Science

ML-Statistics

How is Probability Used in Data Science?

Last Updated: 19 July 2025

Probability helps data scientists make decisions when outcomes are uncertain. It gives a mathematical way to estimate how likely an event is, based on existing data. Wheth...read more

Data Science

RankBrain

Last Updated: 21 July 2025

RankBrain is an artificial intelligence (AI) and machine learning based component of Google’s core search algorithm that helps Google interpret and process search queries ...read more

Data Science

Remote Sensing Image Classification

Last Updated: 22 July 2025

Remote sensing image classification involves analyzing satellite or aerial imagery to label land types such as vegetation, water and urban areas. It automates land-use mon...read more

Data Science

What is SAM (Segment Anything Model)

Last Updated: 22 July 2025

Segment Anything Model (SAM) is an advanced AI model developed by Meta AI that can identify and segment any object in an image with minimal human input. Unlike traditional...read more

Data Science

What is vLLM?

Last Updated: 18 July 2025

vLLM stands for virtual Large Language Model. It's an open-source software designed for Large Language Models (LLMs) to run faster and use memory more efficiently. AI mode...read more

Data Science

Named Entity Recognition with BERT

Last Updated: 18 July 2025

Named Entity Recognition (NER) is a Natural Language Processing (NLP) task that identifies and classifies specific entities in text such as people, organizations and locat...read more

Data Science

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