Category: programming
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Understanding When and How to Implement FastAPI Middleware (Examples and Use Cases)
Understanding When and How to Implement FastAPI Middleware (Examples and Use Cases) Supercharge Your FastAPI with Middleware: Practical Use Cases and Examples Continue reading on Towards Data Science » Mike Huls Go to original source
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Three Important Pandas Functions You Need to Know
Three Important Pandas Functions You Need to Know Master these techniques to stand out as a Python developer Continue reading on Towards Data Science » Jiayan Yin Go to original source
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I’m Doing the Advent of Code 2024 in Python — Day 4
I’m Doing the Advent of Code 2024 in Python — Day 4 Let’s see how many stars we’ll collect. Continue reading on Towards Data Science » Soner Yıldırım Go to original source
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Design Patterns with Python for Machine Learning Engineers: Template Method
Design Patterns with Python for Machine Learning Engineers: Template Method Learn how to use the Template design pattern to enhance your code Continue reading on Towards Data Science » Marcello Politi Go to original source
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A Case for Bagging and Boosting as Data Scientists’ Best Friends
A Case for Bagging and Boosting as Data Scientists’ Best Friends Leveraging wisdom of the crowd in ML models. Continue reading on Towards Data Science » Farzad Nobar Go to original source
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The Good, the Bad, An Ugly Memory for a Neural Network
The Good, the Bad, An Ugly Memory for a Neural Network Memory can play tricks, to learn best it is not always good to memorize Continue reading on Towards Data Science » Salvatore Raieli Go to original source
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Structured LLM Output Using Ollama
Structured LLM Output Using Ollama Control your model responses effectively Continue reading on Towards Data Science » Thomas Reid Go to original source
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I’m Doing the Advent of Code 2024 in Python — Day 2
I’m Doing the Advent of Code 2024 in Python — Day 2 Let’s see how many stars we’ll collect. Continue reading on Towards Data Science » Soner Yıldırım Go to original source
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Measuring the Cost of Production Issues on Development Teams
Measuring the Cost of Production Issues on Development Teams Deprioritizing quality sacrifices both software stability and velocity, leading to costly issues. Investing in quality boosts speed and outcomes. Image by the author. (AI generated Midjourney) Investing in software quality is often easier said than done. Although many engineering managers express a commitment to high-quality software,…
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Nobel Prizes 2024: AI Breakthroughs Win Big
Nobel Prizes 2024: AI Breakthroughs Win Big Lessons Learned After the AI Nobel Debate Continue reading on Towards Data Science » Andrea Valenzuela Go to original source
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How to Evaluate Multilingual LLMs With Global-MMLU
How to Evaluate Multilingual LLMs With Global-MMLU Evaluation of language-specific LLM accuracy on the global Massive Multitask Language Understanding benchmark in Python Continue reading on Towards Data Science » Dr. Leon Eversberg Go to original source
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Streamline Your Workflow when Starting a New Research Paper
Streamline Your Workflow when Starting a New Research Paper Python code to create folders and Word documents for research papers in biomedical sciences — all in one go with only two inputs Continue reading on Towards Data Science » Rodrigo M Carrillo Larco, MD, PhD Go to original source
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I’m Doing the Advent of Code 2024 in Python — Day 1
I’m Doing the Advent of Code 2024 in Python — Day 1 Let’s see how many stars we’ll collect. Continue reading on Towards Data Science » Soner Yıldırım Go to original source
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Dunder Methods: The Hidden Gems of Python
Dunder Methods: The Hidden Gems of Python Real-world examples on how actively using special methods can simplify coding and improve readability. Dunder methods, though possibly a basic topic in Python, are something I have often noticed being understood only superficially, even by people who have been coding for quite some time. Disclaimer: This is a forgivable…
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The Most Expensive Data Science Mistake I’ve Witnessed in My Career
The Most Expensive Data Science Mistake I’ve Witnessed in My Career Why true success in machine learning goes beyond optimizing a single metric Continue reading on Towards Data Science » Claudia Ng Go to original source
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Level Up Your Coding Skills with Python Threading
Level Up Your Coding Skills with Python Threading Learn how to use queues, daemon threads, and events in a Machine Learning project Continue reading on Towards Data Science » Marcello Politi Go to original source