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AI-ML-DS / Artificial Intelligence

Artificial Intelligence

590+ posts

What are LLM Parameters?

Last Updated: 27 March 2025

Parameters are like the "controls" inside a Large Language Model (LLM) that determine how it learns and processes information. There are two main types: Trainable paramete...read more

Artificial Intelligence

Model Context Protocol (MCP)

Last Updated: 01 May 2025

Model Context Protocol (MCP) is designed to simplify how AI systems access and interact with data. It provides a unified framework for AI models to connect with external t...read more

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Artificial Intelligence

What are LLM benchmarks?

Last Updated: 26 March 2025

LLM benchmarks are standardized evaluation metrics or tasks designed to assess the capabilities, limitations, and overall performance of large language models. These bench...read more

Artificial Intelligence

Chinchilla Scaling Laws

Last Updated: 28 March 2025

Chinchilla Scaling Laws are proposed by researchers at DeepMind. These laws challenge conventional wisdom about scaling AI models and provide a new framework for optimizin...read more

Artificial Intelligence

Self-Consistency Prompting

Last Updated: 28 March 2025

Self-consistency prompting is a technique used to make AI models more reliable and accurate. Instead of just generating one answer, this method asks the AI to come up with...read more

Artificial Intelligence

Zero-Shot Chain-of-Thought Prompting

Last Updated: 01 May 2025

Zero-shot Chain-of-Thought (CoT) prompting allows AI models to solve problems and make decisions without being specialized trained for each task. Unlike traditional Chain-...read more

Artificial Intelligence

ReAct (Reasoning + Acting) Prompting

Last Updated: 01 May 2025

ReAct (Reasoning + Acting) Prompting is a technique used to improve AI models in solving problems. It combines two important processes i.e reasoning (thinking through the ...read more

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Artificial Intelligence

Retrieval-Augmented Prompting

Last Updated: 01 May 2025

Retrieval-Augmented Prompting (RAP) improves AI models by allowing them to access external information while solving problems. Unlike traditional AI which only focuses on ...read more

Artificial Intelligence

Multimodal Retrieval Augmented Generation (Multimodal RAG)

Last Updated: 02 May 2025

Multimodal Retrieval-Augmented Generation (MM-RAG) is a technique that enhances generative models by using multiple data such as text, images, audio and video into the lea...read more

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Artificial Intelligence

AI-ML-DS With Python

Markov chain Monte Carlo (MCMC)

Last Updated: 13 June 2025

Markov Chain Monte Carlo (MCMC) is a method to sample from a probability distribution when direct sampling is hard. It builds a Markov chain that moves step by step, visit...read more

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Artificial Intelligence

Agent based modelling

Last Updated: 12 June 2025

Agent based modelling is a class of computational models that simulate the behaviour of autonomous agents such as people, animals, vehicles or organizations, or even cells...read more

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Artificial Intelligence

Artificial Intelligence

AI-ML-DS With Python

Last Updated: 11 June 2025

In recent years, Large Language Model (LLM) agents have emerged as a transformative force in artificial intelligence. Unlike traditional chatbots that rely on predefined r...read more

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Natural-language-processing

Artificial Intelligence

Agent2Agent (A2A)

Last Updated: 18 June 2025

AI agents are reshaping how tasks are automated, decisions are made and software systems collaborate. Organizations are building more autonomous agents that can standardiz...read more

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Artificial Intelligence

Roadmap to Generative AI: A Comprehensive Guide for Beginners

Last Updated: 17 June 2025

Generative AI (GenAI) is transforming various fields by enabling machines to create text, images, videos, and more. As an emerging branch of artificial intelligence unders...read more

Artificial Intelligence

AI Agents in Finance

Last Updated: 20 June 2025

AI agents are autonomous or semi-autonomous systems capable of perceiving their environment, making decisions, and taking actions to achieve specific goals. AI agents in f...read more

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Artificial Intelligence

Artificial Intelligence

AI-ML-DS With Python

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