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AI-ML-DS

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Simple Chatbot using Vector Embeddings

Last Updated: 20 August 2025

Vector embeddings transform text into numerical representations that capture the meaning and context, enabling the system to find related information even if the exact wor...read more

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Last Updated: 19 August 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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Last Updated: 20 August 2025

Qdrant is an open‑source vector database and similarity search engine built to store embeddings (numerical representations of text, images, audio) and find “nearest” items...read more

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Hugging face embeddings

Last Updated: 18 August 2025

Hugging Face embeddings are numerical vector representations of data such as words, sentences or images generated using pre trained models available on the Hugging Face pl...read more

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Artificial Intelligence

What is Pre Training and its Objective

Last Updated: 18 August 2025

Pre-training is the initial phase in building a machine learning model specially in large language models where the system is trained on massive amounts of raw, unlabeled ...read more

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Artificial Intelligence

Agentic AI vs. Traditional AI

Last Updated: 14 August 2025

As artificial intelligence advances, two main approaches are becoming especially relevant in the business and technology world: Agentic AI and Traditional AI. While people...read more

Artificial Intelligence

Artificial Intelligence

Hugging Face Pipeline Abstraction

Last Updated: 12 August 2025

Pipeline abstraction in Hugging Face is an API that hides the complexities of model inference, allowing us to quick use of pretrained models with minimal setup.Provides a ...read more

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Artificial Intelligence

Constitutional AI

Last Updated: 14 August 2025

Constitutional AI is an approach to align artificial intelligence systems with human values by guiding their behaviour through a set of predefined principles rules. Unlike...read more

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Artificial Intelligence

Hugging Face Inference API

Last Updated: 20 August 2025

The Hugging Face Inference API is a cloud service provided by Hugging Face, where our model runs on their servers, allowing us to access pre-trained models hosted on the H...read more

Artificial Intelligence

Hugging Face Models Hub

Last Updated: 08 August 2025

Hugging Face Models Hub is a platform for sharing and discovering pre-trained machine learning models. It allows users to upload, explore and download models for a range o...read more

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Artificial Intelligence

Hugging Face Dataset Hub

Last Updated: 07 August 2025

Hugging Face Dataset Hub is a platform that hosts an extensive collection of datasets for natural language processing (NLP) tasks and other machine learning domains like c...read more

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Artificial Intelligence

Hugging Face Model Card

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

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Artificial Intelligence

Machine Learning

Creating User Interfaces for AI Models Using Gradio - Python

Last Updated: 12 August 2025

Gradio is a Python library that allows us to quickly create interactive user interfaces (UIs) for your AI models without needing any front-end development skills. Whether ...read more

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Artificial Intelligence

Large Language Model(LLM)

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

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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

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