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Colombia Bayes’ Rule Explained: How to Update Your Beliefs with Evidence
Bayes’ rule is the mathematics of changing your mind well. You start with a belief. New evidence arrives. You update…
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Bachelor's degree in Computer Engineering. Specialized in Programming, Project Management, and R&D in web technologies.
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The 7 Layers of AI, Explained for Developers
You have probably seen the diagram: seven boxes stacked from Classical AI at the bottom to AGI at the top,…
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The AI Pattern Behind Schedulers, Compilers, and Configurators
Not every AI problem needs a neural network. Some problems are not about prediction at all. They are about finding…
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A Next.js 16 Boilerplate That Tells You How to Work With It
Every frontend project starts the same way. Someone creates a repo, installs the framework, adds a basic page, and commits…
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Minimax vs. Alpha-Beta: Reading the Future One Move Ahead
Imagine playing chess against an opponent who never blunders. Not because they’re smart — but because they’ve already simulated thousands…
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From Elastic Beanstalk to EC2: Regaining Control in Production
Elastic Beanstalk served us well for years. It allowed us to move fast, abstract infrastructure complexity, and focus on shipping…
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Simulated Annealing Explained: Optimization by Cooling and Exploration
Have you faced a problem so large that checking every possible solution is nearly impossible? Consider planning a road trip…
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Heuristics Hits Different: Speed-Boosting Your Path Finding
Imagine you’re coding a small robot to escape a maze. Either you make it explore every path until it finds…
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Search Algorithms IRL: From Breadth-First to A* in One Coffee Break
Imagine this: it’s 2 a.m., you’re deep into some Udemy/Coursera/EdX/Master’s homework, and your coffee is running dangerously low. The assignment?…
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