Artificial Intelligence
How to Learn Claude: A Complete Guide From Beginner to Pro
Discover how to learn Claude. This guide takes you through a structured Claude learning path, from mastering the basics to using advanced features.
Matt Crabtree
Blog | AI and Data Science Articles
培训 2 人或更多？试试 DataCamp for Business
热门
Artificial Intelligence
The Top 11 ChatGPT Alternatives You Can Try in 2026
A practical guide to 11 ChatGPT alternatives in 2026, with use-case guidance for research, coding, productivity, and data science.
Javier Canales Luna
Matt Crabtree
Adel Nehme
Adel Nehme
Matt Crabtree
Elena Kosourova
Abid Ali Awan
%22%3E%3Cpath%20d%3D%22m318.943%20328.915h415v39h-415z%22%20fill%3D%22%23fcce0d%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-121.72724%20203.537754)%22%2F%3E%3Cpath%20d%3D%22m32.0273%20221.854h534v109h-534z%22%20fill%3D%22%237933ff%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-106.636155%2045.73645)%22%2F%3E%3Cpath%20d%3D%22m184.697%20207.354h544v109h-544z%22%20fill%3D%22%2306bdfc%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-78.932294%20120.128668)%22%2F%3E%3Cpath%20d%3D%22m184.466%20206.883h395v46h-395z%22%20fill%3D%22%2305172c%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-78.727742%20119.950066)%22%2F%3E%3Cpath%20d%3D%22m-190.913%20135.13h479v87h-479z%22%20fill%3D%22%2306bdfc%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-93.142492%20-77.352513)%22%2F%3E%3Cpath%20d%3D%22m-255.761%20228.083h426v78h-426z%22%20fill%3D%22%23ff6ea9%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-148.306977%20-97.323172)%22%2F%3E%3Cpath%20d%3D%22m-255.761%20228.083h426v39h-426z%22%20fill%3D%22%2305172c%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-148.306977%20-97.323172)%22%2F%3E%3Cpath%20d%3D%22m-293.753%20101.665h447v39h-447z%22%20fill%3D%22%23fcce0d%22%20transform%3D%22matrix(.8660254%20-.5%20.5%20.8660254%20-90.18794%20-133.255973)%22%2F%3E%3Cpath%20d%3D%22m172.104%20183.573c2.528%204.379%207.509%205.198%2011.528%202.878%203.935-2.272%205.337-6.37%203.289-9.918-1.776-3.076-4.72-3.888-9.132-2.634l-2.466.721c-1.748.492-2.64-.028-3.152-.914-.64-1.109-.314-2.849%201.432-3.857.831-.48%201.728-.591%202.515-.38.819.266%201.539.811%202.019%201.642l3.603-2.08c-1.984-3.436-6.107-5.01-10.014-2.754-3.492%202.016-5.264%206.18-3.312%209.561%201.616%202.799%204.708%203.674%208.343%202.61l2.509-.71c1.859-.556%203.231-.165%203.919%201.027.688%201.191.41%203.015-1.613%204.183-.97.56-2.033.767-2.974.608-1.117-.205-2.092-.935-2.78-2.127zm19.942-21.49c-1.663.96-2.711%202.6-3.072%204.471l-1.072-1.857-3.658%202.112%2011.952%2020.702%203.658-2.112-4.768-8.259c1.801.624%203.745.535%205.408-.425%203.353-1.936%204.209-6.79%201.873-10.836s-6.968-5.732-10.321-3.796zm5.394%2011.518c-1.885%201.088-4.242.269-5.41-1.754s-.699-4.474%201.186-5.562c1.912-1.104%204.297-.301%205.465%201.722s.671%204.49-1.241%205.594zm18.092-5.568.028-.016c3.935-2.272%205.163-7.377%202.843-11.396-2.32-4.018-7.356-5.508-11.291-3.236l-.028.016c-3.935%202.272-5.206%207.366-2.87%2011.412s7.383%205.492%2011.318%203.22zm-2.112-3.658c-1.94%201.12-4.38.349-5.548-1.674s-.616-4.522%201.324-5.642l.028-.016c1.884-1.088%204.368-.305%205.52%201.69%201.168%202.023.616%204.522-1.296%205.626zm5.33-22.92-3.658%202.112%202.352%204.074-2.078%201.2%201.84%203.187%202.078-1.2%203.728%206.457c1.616%202.799%204.558%203.798%207.274%202.23.887-.512%201.523-1.138%202.143-1.791l-1.872-3.243c-.079.12-.406.641-1.154%201.073-.97.56-2.093.728-2.765-.436l-3.696-6.402%203.215-1.856-1.84-3.187-3.215%201.856zm17.993-.707-1.84-3.187-3.214%201.856-2.352-4.074-3.658%202.112%202.352%204.074-2.079%201.2%201.84%203.187%202.079-1.2%203.728%206.457c1.616%202.799%204.557%203.798%207.273%202.23.887-.512%201.523-1.138%202.143-1.791l-1.872-3.243c-.078.12-.406.641-1.154%201.073-.97.56-2.092.728-2.764-.436l-3.696-6.402zm8.014%202.024%209.922-5.728c-.133-.293-.329-.697-.569-1.113-2.304-3.99-7.102-5.58-10.843-3.42-3.935%202.272-5.227%207.267-2.843%2011.396%202.432%204.212%207.273%205.556%2011.402%203.172%204.572-2.64%204.04-7.21%203.491-8.482l-3.658%202.112c.182.893-.236%202.28-1.705%203.128-2.134%201.232-3.939.537-5.197-1.065zm.382-7.019c1.69-.976%203.268-.483%204.488.734l-6.263%203.616c-.432-1.709.001-3.326%201.775-4.35zm17.287-21.62-3.658%202.112%204.336%207.51c-1.801-.623-3.745-.535-5.408.425-3.353%201.936-4.209%206.79-1.873%2010.836s6.968%205.732%2010.321%203.796c1.663-.96%202.711-2.599%203.072-4.471l1.072%201.857%203.658-2.112zm2.548%2020.477c-1.912%201.104-4.325.317-5.493-1.706s-.643-4.506%201.269-5.61c1.885-1.088%204.242-.269%205.41%201.754s.699%204.474-1.186%205.562z%22%20fill%3D%22%2305192d%22%2F%3E%3Cpath%20d%3D%22m215.249%20203.156-13.58%207.84%2011.52%2019.953%203.658-2.112-4.704-8.148%208.924-5.152-2.112-3.658-8.924%205.152-2.592-4.489%209.922-5.728zm19.666%2015.471.028-.016c3.935-2.272%205.163-7.378%202.843-11.396s-7.356-5.508-11.291-3.236l-.028.016c-3.935%202.272-5.206%207.366-2.87%2011.412s7.383%205.492%2011.318%203.22zm-2.112-3.658c-1.94%201.12-4.38.349-5.548-1.674s-.616-4.522%201.324-5.642l.028-.016c1.884-1.088%204.369-.305%205.521%201.69%201.168%202.023.615%204.522-1.297%205.626zm10.553-20.725c-1.58.912-2.51%202.373-2.749%204.136l-1.008-1.745-3.658%202.112%208.256%2014.299%203.658-2.112-4.112-7.122c-1.52-2.633-.818-4.553%201.289-5.769.886-.512%201.754-.865%202.063-.97l-2.096-3.63c-.321.148-.923.385-1.643.801zm24.54-21.485-4.323%202.496-.098%2011.031-5.806-3.336.028-.016-.875-.492-2.865-1.635-4.351%202.512%204.209%202.3%2010.227%205.809%204.4%207.621%203.658-2.112-4.4-7.621.103-11.662zm16.356%2017.384.027-.016c3.935-2.272%205.163-7.378%202.843-11.396-2.32-4.019-7.356-5.509-11.291-3.237l-.027.016c-3.936%202.272-5.207%207.366-2.871%2011.413%202.336%204.046%207.383%205.492%2011.319%203.22zm-2.112-3.658c-1.94%201.12-4.381.349-5.549-1.674-1.168-2.024-.615-4.523%201.325-5.643l.027-.016c1.885-1.088%204.369-.305%205.521%201.691%201.168%202.023.615%204.522-1.297%205.626zm15.609-23.423-3.658%202.112%204.592%207.953c.912%201.58.456%203.543-1.068%204.423-1.496.864-3.452.293-4.364-1.287l-4.592-7.953-3.658%202.112%204.592%207.953c2.848%204.933%205.977%205.233%208.665%203.681%201.635-.944%202.672-2.54%203.033-4.411l1.056%201.829%203.658-2.112z%22%20fill%3D%22%2306bdfc%22%2F%3E%3C%2Fg%3E%3Crect%20height%3D%22333%22%20mask%3D%22url(%23b)%22%20rx%3D%224%22%20stroke%3D%22%23213147%22%20stroke-width%3D%2231.1143%22%20width%3D%22363%22%2F%3E%3C%2Fsvg%3E)
AI Agents
Claude Cowork Alternatives: 8 Agentic Tools Compared on Price, Cloud Execution, and Model Choice
Claude Cowork is locked to Claude models, and its run-in-the-cloud mode is still in limited beta. I compared 8 alternatives, from ChatGPT Work to self-hosted agents you run with your own API keys.
Tom Farnschläder
全部文章
Natasha Al-Khatib
Vinod Chugani
人工智能
Kolibri 1：Aleph Alpha 的主权开源权重 LLM
Aleph Alpha 发布了 Kolibri 1，这是一款 78B 专家混合模型，具有 3.46B 活跃参数、Apache 2.0 权重和 100 万 token 上下文窗口，在德国从零开始训练。
数据工程
24 款最佳 ETL 工具清单及其选型理由
这篇博文介绍了 24 款顶级 ETL（抽取、转换、加载）工具，如 dbt、Oracle Data Integrator 与 Hadoop，供各类组织参考。
DataCamp Team
Summer Worsley
Matt Crabtree
Kurtis Pykes
DataCamp Team
深度学习
专访 François Chollet
DataCamp 的 Hugo Bowne-Anderson 就其新书《Deep Learning with Python》（《Python 深度学习》）采访了 Keras 的创造者、谷歌 AI 研究员 François Chollet。
Hugo Bowne-Anderson
Austin Chia
DataCamp Team
Martijn Theuwissen