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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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[AI-Powered ASL Communication App] - Part 1: Cost-Effective Sign Detection Model Training on AWS EKS

[AI-Powered ASL Communication App] - Part 1: Cost-Effective Sign Detection Model Training on AWS EKS

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4 min read
Understanding Artificial Intelligence: Agentic AI vs LLM

Understanding Artificial Intelligence: Agentic AI vs LLM

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7 min read
🚀 Building an AI-Powered Stock Trading Bot in Python (With Backtesting)

🚀 Building an AI-Powered Stock Trading Bot in Python (With Backtesting)

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3 min read
Shamba-MedCare Prompt Engineering

Shamba-MedCare Prompt Engineering

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4 min read
Unlocking AI Potential: A New Twist on Genetic Algorithms Using Pascal's Triangle

Unlocking AI Potential: A New Twist on Genetic Algorithms Using Pascal's Triangle

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2 min read
Machine Learning for Everyone: A Book Review

Machine Learning for Everyone: A Book Review

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3 min read
Unlock Optimization Speed: The Power of Unfolded Solvers by Arvind Sundararajan

Unlock Optimization Speed: The Power of Unfolded Solvers by Arvind Sundararajan

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2 min read
Productionizing ML: How I Built Scalable Healthcare & Fintech Pipelines using FastAPI, Docker, and XGBoost

Productionizing ML: How I Built Scalable Healthcare & Fintech Pipelines using FastAPI, Docker, and XGBoost

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2 min read
From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts

From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts

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4 min read
Fundamentals of Large Language Models: Understanding LLM Architectures

Fundamentals of Large Language Models: Understanding LLM Architectures

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5 min read
Security Analytics with Machine Learning

Security Analytics with Machine Learning

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5 min read
Power Naps for AI: Unleashing Energy-Efficient Edge Inference

Power Naps for AI: Unleashing Energy-Efficient Edge Inference

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2 min read
Quantum 'Negative Learning': Escaping the Optimization Abyss

Quantum 'Negative Learning': Escaping the Optimization Abyss

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2 min read
AI Solves Optimization's Toughest Problems: A Quantum Leap for Nonlinear Programming by Arvind Sundararajan

AI Solves Optimization's Toughest Problems: A Quantum Leap for Nonlinear Programming by Arvind Sundararajan

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2 min read
AI-Powered Chip Design: Predict Performance Before Layout with "Parasitic Gate"

AI-Powered Chip Design: Predict Performance Before Layout with "Parasitic Gate"

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2 min read
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