Machine Learning Archives

AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow Tool
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AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow Tool

Waffen Sultan2025-12-03T13:19:35+00:00

If you're someone whose work involves AI automation or a developer, you'll know that Modern AI agents are powerful but notoriously difficult to guide with consistency. You put the same thing in twice, you get two drastically different results. There are two ways of driving Modern AI agents: Code defined workflows Fully model-driven agents Code-defined workflows offer precision but require heavy reengineering to update. Fully model-driven agents offer flexibility but can behave unpredictably. Agent SOPs (Standard Operating Procedures) provide a middle ground: natural language workflows with structure, constraints, and parameters that help you predict how an AI will perform complex [...]

AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow ToolWaffen Sultan2025-12-03T13:19:35+00:00

Crowd Detection: How AI Predicts Busy Areas
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Crowd Detection: How AI Predicts Busy Areas

Duncan Bandojo2025-10-26T15:10:10+00:00

You might use Google Maps in your daily commute, but have you ever wondered how it provides real-time traffic data? Or how it highlights the busiest areas and even the popular times for a business? To achieve this, Google powers these features with large-scale analysis and crowdsourcing from our smartphone location data. Subsequently, an artificial intelligence (AI) application is used to also predict crowd levels in the coming hours and days, instead of being limited to real-time situations. Google Maps' features for live busyness, popular times, and traffic are a suite of AI-powered systems. Specifically, they are built on crowdsourcing [...]

Crowd Detection: How AI Predicts Busy AreasDuncan Bandojo2025-10-26T15:10:10+00:00

Don’t Struggle with Kaggle: Build your First Data Science Project!
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Don’t Struggle with Kaggle: Build your First Data Science Project!

Dearah Mae Barsolasco2025-10-24T06:52:50+00:00

Are you a beginner wanting to start your very first data science or machine learning project, but don’t have the right hardware or enough storage capacity? Well, Kaggle is the perfect platform to start your journey! What is Kaggle? Kaggle is a powerful web-based platform that provides opportunities for data scientists/analysts and machine learning enthusiasts to collaborate with the community, find and publish datasets, and grow their skills through competitions. Why Kaggle? Just like Google Colab, this platform provides cloud-based notebooks so you can run your code directly without installing Python, Jupyter or other heavy dependencies/libraries. Kaggle also offers GPU [...]

Don’t Struggle with Kaggle: Build your First Data Science Project!Dearah Mae Barsolasco2025-10-24T06:52:50+00:00

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