machine learning

The Skills That Bridge Technical Work and Business Impact

In “What ‘Pondering’ and ‘Reasoning’ Really Mean in AI and LLMs,” you address the semantic gap between human and machine reasoning. How does understanding this distinction impact the way in which you approach model...

The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel

Someday, a knowledge scientist told that Ridge Regression was an advanced model. Because he saw that the training formula is more complicated. Well, this is precisely the target of my Machine Learning “Advent Calendar”, to...

NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating

one little trick can bring about enhanced training stability, the usage of larger learning rates and improved scaling properties The Enduring Popularity of AI’s Most Prestigious Conference By all accounts this yr’s NeurIPS, the world’s...

The Machine Learning “Advent Calendar” Day 12: Logistic Regression in Excel

Today’s model is Logistic Regression. In the event you already know this model, here is an issue for you: Is Logistic Regression a regressor or a classifier? Well, this query is precisely like: Is a tomato a...

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...

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,...

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....

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...

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