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146+ posts

Semantic Document Search

Last Updated: 31 October 2025

Semantic search allows computers to understand the meaning behind user queries rather than relying only on exact keyword matching. Using FAISS (Facebook AI Similarity Sear...read more

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Artificial Intelligence

Last Updated: 30 October 2025

pgvector is an open-source extension for PostgreSQL that adds native support for vector similarity search, enabling us to store, index and query high-dimensional embedding...read more

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Artificial Intelligence

Last Updated: 30 October 2025

Milvus is an open-source vector database designed for managing and searching large-scale embedding data efficiently. It is widely used in AI, machine learning and semantic...read more

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Artificial Intelligence

Text Embeddings using Cohere

Last Updated: 30 October 2025

Text Embeddings using Cohere allow you to convert text into numerical vectors that capture meaning, context and semantic relationships between words or sentences. These em...read more

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Artificial Intelligence

Top Agentic AI Interview Questions and Answers

Last Updated: 14 October 2025

ZSthe Agentic AI are systems that not only generates responses but can also reason, plan and take autonomous actions. These intelligent agents can decide what to do next, ...read more

Artificial Intelligence

Artificial Intelligence

Generative AI Tutorial

Last Updated: 15 September 2025

Generative AI is a branch of artificial intelligence that focuses on creating new content such as text, images, code, music and video using models like transformers, GANs ...read more

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Artificial Intelligence

Artificial Intelligence

Transfer Learning with Hugging Face

Last Updated: 25 August 2025

Transfer learning is a technique that allows us to use pre-trained models that have already learned patterns from large datasets and adapt them for specific tasks with sma...read more

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Artificial Intelligence

Last Updated: 29 September 2025

Exploratory Data Analysis (EDA) is a crucial first step in any data analysis pipeline. It allows us to gain insights, detect outliers, identify patterns and test assumptio...read more

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MTEB Leaderboard

Last Updated: 25 August 2025

MTEB stands forMassive Text Embedding Benchmark. It is a test that compares different text embedding models to see how well they work. Text embeddings are ways to turn sen...read more

Artificial Intelligence

Last Updated: 04 August 2025

Lightning AI is an end-to-end, cloud-based platform that enables users to go from ideation to deployment with minimal friction. It provides:Unified workspace: Every step, ...read more

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Artificial Intelligence

Artificial Intelligence

Pooled OLS Regression

Last Updated: 01 July 2025

Pooled OLS treats panel data as if it were one large cross sectional dataset, ignoring any time or entity specific effects. In this method all observations are pooled toge...read more

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Artificial Intelligence

Generalized Method of Moments (GMM) in StatsModels

Last Updated: 30 June 2025

Generalized Method of Moments (GMM) is a flexible estimation technique that uses moment conditions relationships expected to hold in the data to estimate model parameters....read more

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Artificial Intelligence

Page-Hinkley Method

Last Updated: 28 June 2025

The Page-Hinkley (PH) method is a statistical change detection algorithm used to detect sudden changes in the average mean of a time series or data stream. It is widely us...read more

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Artificial Intelligence

AI-ML-DS With Python

Empirical Distribution Function (EDF)

Last Updated: 23 July 2025

The Empirical Distribution Function is a method used to estimate the cumulative distribution function (CDF) based on a sample. It provides an estimate of the proportion of...read more

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Artificial Intelligence

Generalized Method of Moments (GMM)

Last Updated: 25 June 2025

The Generalized Method of Moments (GMM) is a method used to estimate the parameters such as slope or intercept in models when traditional methods do not work well. It is u...read more

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