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Local Search Algorithms in AI: A Comprehensive Guide

Analytics Vidhya

This is where local search algorithms come in. Hill climbing […] The post Local Search Algorithms in AI: A Comprehensive Guide appeared first on Analytics Vidhya. You attempt a couple of approaches but find yourself getting stuck and are unable to move forward.

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Exploring Heights in AI: The Hill Climbing Algorithm Unveiled

Analytics Vidhya

Introduction In the intricate world of artificial intelligence (AI), the Hill Climbing Algorithm emerges as a fundamental method for problem-solving. Inspired by the metaphorical ascent up a hill, this technique is crucial for navigating the complex terrain of optimization problems in AI.

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Understanding Algorithmic Bias: Types, Causes and Case Studies

Analytics Vidhya

Introduction Have you ever wondered why your social media feed seems to predict your interests with uncanny accuracy, or why certain individuals face discrimination when interacting with AI systems? The answer often lies in algorithmic bias, a complex and pervasive issue within artificial intelligence.

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New Advancements in GenAI are Warding Off an AI Winter

insideBIGDATA

In this analyst piece, Isabel Al-Dhahir, Principal Analyst at GlobalData shares that while delivering on AI is not a straightforward endeavor, advancements in AI algorithms, continued diversification of revenue streams and the rise of SLMs will all see AI and particularly GenAI continue its growth through Q4 and into 2025.

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UVA Researchers Built an AI Algorithm That Understands Physics

insideBIGDATA

However, with a deep learning algorithm created by Stephen Baek, Phong Nguyen and their research team, the process takes less than a second on a laptop.

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Streaming Langchain: Real-time Data Processing with AI

Data Science Dojo

Artificial intelligence (AI) and natural language processing (NLP) technologies are evolving rapidly to manage live data streams. Moreover, LangChain is a robust framework that simplifies the development of advanced, real-time AI applications. What is Streaming Langchain? Why does Streaming Matter in Langchain?

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Video Highlights: Introduction to Explainable AI

insideBIGDATA

Responsible AI is reaching new heights these days. Companies have started exploring Explainable AI as a means to explain the results better to senior leadership and increase their trust in AI Algorithms.

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