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Student-Teacher Distillation: A Complete Guide for Model Compression

Part 1 of our Deep Learning Model Optimization Series In the rapidly evolving world of machine learning, deploying large, powerful models in production environments often presents significant challenges. Enter student-teacher distillation—a powerful technique that allows us to compress the knowledge of complex models into smaller, more efficient ones without sacrificing too much accuracy. This comprehensive…

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This week’s ship: Expensely 🪙

Introduction Hey everyone 👋,I’m back again with another project for my “ship something every week” challenge! This week’s build is Expensely — a clean and minimal income/expenses tracker. 👉 Live demo: expensely-money.vercel.app💻 GitHub repo: github.com/shravzzv/expensely Expensely is a simple finance tracker designed to make money management less overwhelming. Add income, record expenses, and view your…

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US EV Sales Are Booming—for Now

In March, President Donald Trump and Tesla CEO Elon Musk appeared on the lawn of the White House to show off a line of electric vehicles, transforming, for a moment, the commander in chief into the car salesman in chief. Five months later, Musk and Trump are no longer on friendly terms, the red Tesla…

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Getting Started with Docker and Docker Compose: A Beginner’s Guide

When students encounter tools like Apache Airflow in data engineering, the initial hurdle is rarely the concepts. It’s the setup. Installing dependencies, resolving conflicts, and making sure everything runs consistently across different computers can consume more time than actually learning the tool itself. This is where Docker—and its companion, Docker Compose—come in as game-changers for…

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