🚀 Meet DataTalksClub/data-engineering-zoomcamp: a gem from today's GitHub trending list.

🔗 https://github.com/DataTalksClub/data-engineering-zoomcamp
📝 Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
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The Data Engineering Zoomcamp is a free 9-week course that teaches data engineering fundamentals by building an end-to-end data pipeline from scratch. With hands-on experience using industry-standard tools and best practices, students gain a deep understanding of data engineering concepts.

The course includes structured modules, hands-on workshops, and a final project to reinforce learning. Key features cover data ingestion, workflow orchestration, data warehousing, analytics engineering, and more.

To get started, students can enroll in the 2026 cohort or opt for self-paced learning by watching course videos, joining the Slack community, and referring to the FAQ document.

The course is suitable for those with basic coding experience, familiarity with SQL, and some experience with Python. No prior data engineering experience is necessary.

The Data Engineering Zoomcamp is perfect for anyone looking to break into data engineering, with a supportive community, expert instructors, and a comprehensive curriculum.
Join the Data Engineering Zoomcamp and transform your career in just 9 weeks!

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🧠 Channel: https://t.me/GithubRe

🔥 codecrafters-io/build-your-own-x is trending — and it deserves your attention.

🔗 https://github.com/codecrafters-io/build-your-own-x
📝 Master programming by recreating your favorite technologies from scratch.
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The codecrafters-io/build-your-own-x GitHub repository is a treasure trove of step-by-step guides for building various technologies from scratch. It covers a wide range of topics, including 3D renderers, AI models, blockchains, bots, databases, and more. With tutorials in multiple programming languages, such as C++, Java, Python, and JavaScript, this resource is suitable for developers of all levels. The guides are designed to be hands-on, allowing you to learn by doing, and are perfect for anyone looking to gain a deeper understanding of how different technologies work. Whether you're a beginner or an experienced developer, this repository has something for everyone. So, get ready to build your own and take your skills to the next level: building is learning.

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🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into harry0703/MoneyPrinterTurbo — fresh off the trending list.

🔗 https://github.com/harry0703/MoneyPrinterTurbo
📝 利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
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MoneyPrinterTurbo is a powerful tool that generates videos with AI-generated scripts, subtitles, and background music. It supports multiple video sizes, batch generation, and customizable settings. The project has a clear and maintainable MVC architecture and is easy to use through its Web and API interfaces.

Key features include:

* AI-generated video scripts and subtitles
* Support for multiple video sizes and formats
* Batch generation and customizable settings
* Integration with various AI models and services

The project is suitable for developers and non-technical users alike, with a simple and intuitive interface. It's also highly customizable, allowing users to tailor the output to their specific needs.

Some technical highlights include:

* Support for multiple AI models and services
* ImageMagick integration for image processing
* ffmpeg integration for video processing

To get started, users can follow the quick start guide, which includes instructions for installing and running the project on various platforms.

In summary, MoneyPrinterTurbo is a powerful and flexible tool for generating videos with AI-generated content. With its easy-to-use interface and customizable settings, it's an ideal solution for anyone looking to create high-quality videos quickly and efficiently. Give it a try and start creating your own videos today!

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🧠 Channel: https://t.me/GithubRe

🌟 microsoft/markitdown caught my eye on GitHub Trending today.

🔗 https://github.com/microsoft/markitdown
📝 Python tool for converting files and office documents to Markdown.
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MarkItDown is a lightweight Python utility for converting various files to Markdown, ideal for use with Large Language Models (LLMs) and text analysis pipelines. It supports conversion from multiple file formats, including PDF, PowerPoint, Word, Excel, images, audio, HTML, and more. The goal is to preserve important document structure and content as Markdown, making it easily consumable by text analysis tools.

Key features include:
- Support for multiple file formats
- Preserves document structure and content as Markdown
- Optional dependencies for activating various file formats
- Plugin support for adding new features, such as OCR

To use MarkItDown, you can install it via pip: pip install 'markitdown[all]'. Then, simply run the command markitdown path-to-file.pdf > document.md to convert a file.

MarkItDown also integrates with Azure Content Understanding and Azure Document Intelligence for higher-quality conversions. Additionally, it supports Large Language Models for image descriptions.

The project welcomes contributions and has adopted the Microsoft Open Source Code of Conduct.

In short, MarkItDown is a powerful tool for converting files to Markdown, and its flexibility and customization options make it an ideal choice for a variety of use cases. Convert your files to Markdown with ease using MarkItDown – your text analysis pipelines will thank you!

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🧠 Channel: https://t.me/GithubRe

⚡ D4Vinci/Scrapling is making waves. Here's the full picture.

🔗 https://github.com/D4Vinci/Scrapling
📝 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
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Scrapling is an adaptive web scraping framework that simplifies the process of extracting data from websites. Its key features include selection methods, fetchers, and spiders that enable users to scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation. The framework is designed to handle website changes and anti-bot systems, ensuring that your data extraction efforts are not disrupted.

To use Scrapling, you can start by installing the library and then using its various components, such as the Fetcher and Spider classes, to fetch and parse web pages. For example:

from scrapling.fetchers import Fetcher
p = Fetcher.fetch('https://example.com', headless=True, network_idle=True)
products = p.css('.product', auto_save=True)

Scrapling is suitable for both beginners and experienced users, providing an easy-to-use interface for simple scraping tasks and advanced features for large-scale crawls. Whether you're a web scraper, data scientist, or just someone looking to extract data from websites, Scrapling has something for everyone. With its blazing fast performance, real-time stats, and streaming capabilities, Scrapling is the perfect tool for anyone looking to extract data from the web.
Scrapling: where web scraping meets simplicity - try it and scrape like a pro!

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🧠 Channel: https://t.me/GithubRe

🔥 nesquena/hermes-webui is trending — and it deserves your attention.

🔗 https://github.com/nesquena/hermes-webui
📝 Hermes WebUI: The best way to use Hermes Agent from the web or from your phone!
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The Hermes Web UI is a lightweight, dark-themed web app that provides a convenient interface for interacting with the Hermes Agent, a sophisticated autonomous agent that runs on your server. This web app offers full parity with the CLI experience, allowing you to perform all actions from a terminal, but with the convenience of a web interface.

Key features of the Hermes Web UI include a three-panel layout for easy navigation, a circular context ring to show token usage at a glance, and model, profile, and workspace controls that are always visible while composing. The web app also supports light and dark modes, as well as customizable settings and password configuration.

To use the Hermes Web UI, you can run the bootstrap.py script, which will detect the Hermes Agent and install any missing dependencies. You can also use the start.sh script to launch the web app. The web app is designed to be self-hosted and provider-agnostic, allowing you to use it with a variety of messaging platforms and AI providers.

In terms of technical highlights, the Hermes Web UI uses vanilla JavaScript and Python to provide a seamless and efficient user experience. The web app is also designed to be secure, with features such as SSH tunneling for secure access.

The Hermes Web UI is suitable for a wide range of users, from developers who want to interact with the Hermes Agent from a web interface, to non-technical users who want a simple and intuitive way to use the agent. Overall, the Hermes Web UI is a powerful and flexible tool that provides a convenient and user-friendly interface for interacting with the Hermes Agent.

The one-liner takeaway: Experience the power of the Hermes Agent from the convenience of a web interface with the Hermes Web UI.

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🧠 Channel: https://t.me/GithubRe

Don't miss this opportunity!

Once you register, you will receive future courses for free.

🚀 Meet EveryInc/compound-engineering-plugin: a gem from today's GitHub trending list.

🔗 https://github.com/EveryInc/compound-engineering-plugin
📝 Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more
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Compound Engineering Plugin is a game-changer for developers, making each unit of engineering work easier than the last. The plugin inverts traditional development by emphasizing planning and review, with 80% of the work done before writing code. It includes a range of skills and agents to streamline the development process, from brainstorming and planning to execution and review.

Key features of the plugin include /ce-brainstorm, /ce-plan, /ce-work, and /ce-code-review, which work together to create a seamless development cycle. The plugin also includes a /ce-compound feature, which allows developers to document their learnings and make future work easier.

The plugin is designed to be easy to use and can be installed through various platforms, including Claude Code, Codex, and GitHub Copilot. It's suitable for a wide range of developers, from individuals to large teams.

One of the most significant technical highlights of the plugin is its ability to compound knowledge, allowing developers to build on previous work and make future changes easier. The plugin also includes a range of pre-built agents that can be customized to meet the needs of individual developers or teams.

Overall, the Compound Engineering Plugin is a powerful tool that can help developers work more efficiently and effectively. With its emphasis on planning, review, and compounding knowledge, it's an essential tool for anyone looking to improve their development workflow. Streamline your development process and make each unit of work easier than the last – that's the power of Compound Engineering!

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🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into github/docs — fresh off the trending list.

🔗 https://github.com/github/docs
📝 The open-source repo for docs.github.com
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The github/docs repository is home to GitHub's open-source documentation, where anyone can contribute. This repo is for public contributions, while GitHub employees use a separate private repository, github/docs-internal, which syncs frequently with the public one.

Key features include content files (.md files in /content and select /data sections), while infrastructure files, workflows, and site-building code are not open for external modification. To get started, contributors can refer to resources like Finding ways to contribute to open source on GitHub and Set up Git.

The project is dual-licensed under Creative Commons Attribution 4.0 and MIT License. This repository is for developers, writers, and anyone interested in contributing to GitHub's documentation.

Contribute to github/docs and help shape the future of GitHub's documentation - every contribution counts, no matter how small.

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🧠 Channel: https://t.me/GithubRe