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kdnuggets. com > using-polars-instead-of-pandas-performance-deep-dive

Using Polars Instead of Pandas: Performance Deep Dive

10+ hour, 47+ min ago  (966+ words) In this article, we explore three real data problems using real questions where Polars outpaces Pandas on every metric. " Over the last decade, Pandas has been the foundation for data work in Python. For datasets that fit in memory, it…...

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kdnuggets. com > 5-useful-python-scripts-for-time-series-analysis

5 Useful Python Scripts for Time Series Analysis

12+ hour, 47+ min ago  (580+ words) Time series data is common across finance, operations, engineering, and research. These five Python scripts cover the analysis tasks that come up repeatedly. " Working with time series data involves a consistent set of tasks. Raw data arrives at irregular intervals…...

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kdnuggets. com > guardrails-for-llms-measuring-ai-hallucination-and-verbosity

Guardrails for LLMs: Measuring AI 'Hallucination' and Verbosity

1+ day, 8+ hour ago  (318+ words) This article discusses how to implement an infrastructure for measuring and controlling overly verbose LLM responses. " Large language models (LLMs) have a taste for using "flowery", sometimes overly verbose language in their responses. Ask a simple question, and chances are…...

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kdnuggets. com > build-an-ai-powered-learning-management-system-that-actually-trains-people

Build an AI-Powered Learning Management System That Actually Trains People

1+ day, 10+ hour ago  (1279+ words) Learn how to build an AI-powered Learning Management System from scratch using Ollama, Fast API, and React. A step-by-step guide for beginner and intermediate developers. The good news? Artificial intelligence has made it possible to build learning systems that actually…...

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kdnuggets. com > 10-github-repositories-to-master-fastapi

10 Git Hub Repositories to Master Fast API

1+ day, 12+ hour ago  (789+ words) " If you want a quick way to understand the wider Fast API ecosystem, this is one of the best repositories to start with. Rather than focusing on a single app or tutorial, it brings together a broad set of Fast…...

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kdnuggets. com > stop-wasting-tokens-a-smarter-alternative-to-json-for-llm-pipelines

Stop Wasting Tokens: A Smarter Alternative to JSON for LLM Pipelines

4+ day, 10+ hour ago  (739+ words) If you are feeding structured data into an LLM, there is a good chance you are paying a JSON tax. In this article, you will learn what TOON is, when it makes sense to use it, and how to start…...

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kdnuggets. com > how-to-build-vector-search-from-scratch-in-python

How to Build Vector Search from Scratch in Python

4+ day, 12+ hour ago  (776+ words) Learn how to build a vector search engine from scratch in Python with embeddings, similarity scoring, and basic retrieval logic. " You've probably typed a question into a search bar and gotten results that matched your words but completely missed your…...

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kdnuggets. com > building-modern-eda-pipelines-with-pingouin

Building Modern EDA Pipelines with Pingouin

5+ day, 10+ hour ago  (294+ words) Learn how to build a holistic pipeline for rigorous, statistical EDA, validating several important data properties. " Anyone who has spent a fair amount of time doing data science may sooner or later learn something: the golden rule of downstream machine…...

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kdnuggets. com > how-to-set-up-claude-code-channels-locally

How to Set Up Claude Code Channels Locally

6+ day, 10+ hour ago  (656+ words) Learn how to connect Claude Code to Discord locally, pair your account, control access, and keep the bot running reliably. " Claude Code Channels is quickly becoming a practical alternative to Open Claw for people who want to connect Claude to…...

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kdnuggets. com > 7-opencode-plugins-that-make-ai-coding-more-powerful

7 Open Code Plugins That Make AI Coding More Powerful

6+ day, 12+ hour ago  (545+ words) Learn which seven Open Code plugins add memory, search, Gemini, terminal control, analytics, and reusable skills to make AI coding workflows stronger. " Open Code plugins are add-ons that extend the capabilities of the Open Code AI coding agent. They provide…...