Image by Author   Contents# Introduction# 1. Frozen Data Classes for Hashability and Safety# 2. Slots for Memory Efficiency# 3. Custom Equality with Field Parameters# 4. Factory Functions with Default Factory# 5. Post-Initialization Processing# 6. Ordering with Order Parameter# 7. Field Ordering and InitVar# When Not to Use Data Classes# Conclusion # Introduction  Standard Python objects store attributes in instance dictionaries. They are not hashable unless …

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ContentsWhat customers are sayingLive Speech Translation What customers are saying Google Cloud customers are already using Gemini’s native audio capabilities to drive real business results, from mortgage processing to customer calls. “Users often forget they’re talking to AI within a minute of using Sidekick, and in some cases have thanked the bot after a long …

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Linear Regression, finally! For Day 11, I waited many days to present this model. It marks the beginning of a new journey in this “Advent Calendar“. Until now, we mostly looked at models based on distances, neighbors, or local density. As you may know, for tabular data, decision trees, especially ensembles of decision trees, are …

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Image by Author   Contents# Introduction# What Is Vibe Coding?# Vibe Coding Has Devalued Coding# How Do You Find a Meaningful Job Now?# Required Skills# Actual Jobs That Still Feel Meaningful# Conclusion # Introduction  Are we all in a race to the bottom created by ourselves? Data professionals have been employed for years to develop large language models (LLMs). Now, the number of …

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In a breakthrough powered by AlphaFold, scientists have mapped the structure of the large protein that gives “bad cholesterol” its form – a discovery that could help transform how researchers and clinicians treat the world’s leading cause of death The race to reveal a key protein behind heart disease has long been both an important …

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space as the next place to discover, but hardly ever as the next place to connect with people. Even though rockets are going farther than ever, the gap in access to technology is still very significant here on Earth. In fact, the International Telecommunication Union states that there are still over two billion people without …

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Sponsored Content      AI breakthroughs rely on massive, real-time, and high-quality web data. In 2026, having the right web scraping API can make or break the success of your AI models and data science pipelines. Here’s how Bright Data compares with Oxylabs, ScraperAPI, and Apify for developers and researchers focused on AI innovation.   …

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Scientists are using AlphaFold in their research to strengthen an enzyme that’s vital to photosynthesis, paving the way for more heat-tolerant crops. As global warming accompanies more droughts and heatwaves, harvests of some staple crops are shrinking. But less visible is what is happening inside these plants, where high heat can break down the molecular …

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I vibe-coding to create websites and IOS apps. I already have two apps live on the App Store. My first app was Brush Tracker, which helps you track your daily brushing habits, stay consistent, and keep your teeth clean through small motivational nudges. I also wrote an article on the entire process of building the …

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Sponsored Content      As businesses and researchers rely ever more on web data, large-scale scraping has become a mission-critical activity in 2026. The success of such projects hinges on choosing the right proxy provider—one with global coverage, high reliability, powerful anti-bot capabilities, and strong compliance. In this article, we compare industry leaders: Bright Data, …

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