machine learning
Artificial Intelligence
Decentralized Computation: The Hidden Principle Behind Deep Learning
Most breakthroughs in deep learning — from easy neural networks to large language models — are built upon a principle that is way older than AI itself: decentralization. As a substitute of counting on...
Artificial Intelligence
The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel
Regression, finally!
For Day 11, I waited many days to present this model. It marks the start of a latest journey on this “Advent Calendar“.
Until now, we mostly checked out models based on distances,...
Artificial Intelligence
Optimizing PyTorch Model Inference on AWS Graviton
AI/ML models will be an especially expensive endeavor. A lot of our posts have been focused on a wide range of suggestions, tricks, and techniques for analyzing and optimizing the runtime performance of AI/ML workloads....
Artificial Intelligence
A Realistic Roadmap to Start an AI Profession in 2026
2026, the AI education market has turn out to be an oversaturated business of its own. Bootcamps are in every single place. Online platforms promise miracles in “12 weeks.” Course bundles multiply, all...
Artificial Intelligence
The Machine Learning “Advent Calendar” Day 9: LOF in Excel
Yesterday, we worked with Isolation Forest, which is an Anomaly Detection method.
Today, we have a look at one other algorithm that has the identical objective. But unlike Isolation Forest, it does construct trees.
It...
Artificial Intelligence
Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot
how I’ve built a self-hosted, end-to-end platform that provides each user a private, agentic chatbot that may autonomously search through only the files that the user explicitly allows it to access.
In other words:...
Artificial Intelligence
Bridging the Silence: How LEO Satellites and Edge AI Will Democratize Connectivity
space as the subsequent place to find, but hardly as the subsequent place to attach with people. Regardless that rockets are going farther than ever, the gap in access to technology continues to...
Artificial Intelligence
How you can Create an ML-Focused Newsletter
resources you'll be able to utilize to follow all the newest trends inside AI. Personally, I follow each TLDR AI and Alphasignal, which each provide each day summaries on the newest news inside...
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