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Bringing AI to the next generation of fusion energy

Science Published 16 October 2025 Authors The Fusion team We’re partnering with Commonwealth Fusion Systems (CFS) to bring clean, safe, limitless fusion energy closer to reality. Fusion, the process that powers the sun, promises clean, abundant energy without long-lived radioactive waste. Making it work here on Earth means keeping an ionized gas, known as plasma, …

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First Principles Thinking for Data Scientists

wrote to the Smithsonian Institution asking for everything they had on human flight. He and his brother Orville devoured every paper, theory, and calculation from the leading aeronautical researchers of their time. They studied Otto Lilienthal’s glider designs, Octave Chanute’s engineering principles, and Samuel Langley’s tables on lift and drag. Then they did something radical: …

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kdn data analytics automation scripts with sql sps

Data Analytics Automation Scripts with SQL Stored Procedures

Image by Editor   Contents# Introduction# SQL Stored Procedures# Wrapping Up # Introduction  Data has become an easier commodity to store in the current digital era. With the advantage of having abundant data for business, analyzing data to help companies gain insight has become more critical than ever. In most businesses, data is stored within a structured database, and …

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How to Spin Up a Project Structure with Cookiecutter

you’re anything like me, “procrastination” might as well be your middle name. There’s always that nagging hesitation before starting a new project. Just thinking about setting up the project structure, creating documentation, or writing a decent README is enough to trigger yawns. It feels like staring at a blank page for a dreaded school essay. …

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Prompt Engineering Templates That Work

Prompt Engineering Templates That Work: 7 Copy-Paste Recipes for LLMs

Image by Author   Contents# Introduction# 1. Job Applications & Career → Persona + Personalization Prompt# 2. Mathematics & Logical Reasoning → Chain-of-Thought + Role + Few-Shot Prompting# 3. Code Generation → Instruction Decomposition + Constraints Prompt# 4. Learning & Tutoring → Socratic Method + Guided Teaching# 5. Creative Writing & Storytelling → Controlled Creativity with Persona + Style# 6. Brainstorming & …

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Rosidi We Benchmarked DuckDB SQLite Pandas 2

We Benchmarked DuckDB, SQLite, and Pandas on 1M Rows: Here’s What Happened

Image by Author   Contents# Introduction# The Dataset We Used// Dataset Overview// Peeking Into the Data with Pandas# Setting Up a Fair Testing Environment// Loading Data into Pandas// Registering Data with DuckDB// Preparing Data for SQLite# How We Benchmarked the Tools// Ensuring Consistent Setup// Measuring Execution Time// Tracking Memory Usage// The Benchmark Queries# Benchmark Results// Query 1: Total Transaction Value// Query 2: Group by Domain// Query 3: Filter by Location (Goa)// Query 4: …

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Introducing the Gemini 2.5 Computer Use model

Earlier this year, we mentioned that we’re bringing computer use capabilities to developers via the Gemini API. Today, we are releasing the Gemini 2.5 Computer Use model, our new specialized model built on Gemini 2.5 Pro’s visual understanding and reasoning capabilities that powers agents capable of interacting with user interfaces (UIs). It outperforms leading alternatives …

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Know Your Real Birthday: Astronomical Computation and Geospatial-Temporal Analytics in Python

are planning next year’s birthday celebrations for three friends: Gabriel, Jacques, and Camille. All three of them were born in 1996, in Paris, France, so they will be 30 years old next year in 2026. Gabriel and Jacques will happen to be in Paris on their respective birthdays, while Camille will be in Tokyo, Japan, …

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How to Learn Statistics for Data Science

How I Actually Use Statistics as a Data Scientist

Image by Ideogram   Contents# Introduction# How I Use Statistics in My Data Science Job# Three Resources to Learn Statistics for Data Science# Takeaways # Introduction  When you hear the word data science, you probably think of two words: programming and statistics. In fact, the prerequisite of learning statistics often discourages people from pursuing a career in data. It doesn’t …

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