DataTalksClub在GitHub上拥有多个公共项目，主要涉及数据工程、机器学习和人工智能等领域。其主要编程语言包括Jupyter Notebook、Python、JavaScript等。值得注意的仓库包括data-engineering-zoomcamp和mlops-zoomcamp，提供了丰富的学习资源，使数据爱好者能够深入了解相关技术。
顶级语言
公共仓库
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 👇🏼
mlops-zoomcamp
Free MLOps course from DataTalks.Club
machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
llm-zoomcamp
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.
ai-dev-tools-zoomcamp
AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼
stock-markets-analytics-zoomcamp
Course Materials for Analytics in Stock Markets Zoomcamp
project-of-the-week
Learn by doing: DIY project groups at DataTalks.Club
awesome-data-podcasts
A list of awesome data podcasts
datatalksclub.github.io
The web page for DataTalks.Club, a global online community of data enthusiasts
nyc-tlc-data
Backup for NYC TLC data for the DE Zoomcamp course
open-source-llm-zoomcamp
A free mini-course about Open-Source LLMs
data-paths
Learning paths for data roles
course-management-platform
Django-based course management platform for Zoomcamps
data-analytics-interviews
Data analytics interview questions and answers
zoomcamp-analytics
Public data and analytics for our open course
kaggle-qa-challenge-starter
The getting started notebook for the DTC Zoomcamp Q&A challenge
docs
此仓库未提供描述。
reading-club-nlp
Notes from our NLP reading club!
kitchenware-competition-starter
A starter notebook for the Kitchenware classification competition on Kaggle
whylogs-workshop
The code from the whylogs workshop in DataTalks.Club on 29 March 2022
llm-zoomcamp-saturncloud
Saturn Cloud starter code for LLM Zoomcamp
reading-club-books
此仓库未提供描述。
podcast-summary-generation
This project aims to generate structured PDF reports from podcast interviews, highlighting key takeaways, quotes, and insights. The goal is to create shareable and accessible summaries for a broader audience.
website-django
The DTC website in Django
faq
FAQ for Zoomcamp courses
carousel-automation
A project to automate carousel creation
datamailer
Django mailing service for audiences, campaigns, transactional email, and engagement tracking
.github
此仓库未提供描述。
courses
此仓库未提供描述。
mediakit
DataTalks.Club sponsorship media kit (Jekyll + rustkyll, GitHub Pages)
zoomcamp-template
Shared template and reference for DataTalks.Club zoomcamps: structure spec, README templates, and collected helper scripts
exasol-workshop
Workshop starter with auto-refreshing AWS credentials for GitHub Codespaces
exasol-workshop-starter
Workshop starter with auto-refreshing AWS credentials for GitHub Codespaces
surveys
Hosting our survey results
常见问题
DataTalksClub在GitHub上构建了什么？
DataTalksClub在GitHub上构建了多个与数据工程和机器学习相关的项目，提供课程和材料，帮助用户掌握数据处理和AI应用的技能。
DataTalksClub使用哪些编程语言？
DataTalksClub的主要编程语言包括Jupyter Notebook、Python、JavaScript、HTML、SCSS和CSS。这些语言支持其多种数据科学和机器学习项目的开发。
DataTalksClub的仓库是公开的吗？
是的，DataTalksClub的所有仓库都是公开的，任何人都可以访问和使用这些资源，促进数据科学和机器学习的学习与分享。