courses-zh-v2:中文版 v2 课程

上传者: 42109598 | 上传时间: 2025-11-08 11:16:50 | 文件大小: 45.96MB | 文件类型: ZIP
《动手学深度学习》v2 是一套针对中文学习者精心设计的深度学习教程,旨在帮助初学者和进阶者深入理解和实践深度学习技术。课程内容覆盖了深度学习的基础理论、模型构建、训练策略以及实际应用等多个方面,为学员提供了一个系统性的学习路径。 课程结构分为多个章节,每个章节包含若干个单元,每个单元由一系列的教学材料组成,如理论讲解、代码示例、练习题和项目实践。其中,"courses-zh-v2-main" 这个压缩包文件名可能代表了课程的主要代码仓库或资料集合,它可能包含了课程的所有源代码、Jupyter Notebook、数据集、作业说明等资源。 Jupyter Notebook 是一个广泛用于数据分析、机器学习和深度学习领域的交互式编程环境。它允许用户将文本、代码、图表和计算结果集成在一个文档中,便于学习和分享。在《动手学深度学习》v2 的课程中,Jupyter Notebook 可能被用来展示每堂课的关键概念,通过实时运行代码,帮助学生直观理解模型的工作原理和实现过程。 在本地编译和运行课程资料时,首先需要安装必要的依赖。"bundle install" 是 Ruby on Rails 开发中的一个命令,用于安装 Gemfile 文件中列出的所有依赖库,确保开发环境的一致性。"bundle exec jekyll serve" 命令则用于启动 Jekyll,这是一个静态站点生成器,可以将 Markdown 或其他格式的内容转换成静态网页。在本课程中,Jekyll 可能被用来构建和托管课程的网页版本,使得学生可以在本地浏览和学习课程内容。 在学习过程中,学员不仅可以阅读理论解释,还可以通过 Jupyter Notebook 实践编程,加深对概念的理解。此外,课程可能还包括了自我评估的习题和项目,鼓励学生独立解决深度学习问题,从而提升他们的实践能力和创新能力。课程可能还会定期更新,以适应深度学习领域的新进展和技术变革。 《动手学深度学习》v2 课程通过结合理论与实践,为学习者提供了一个全面且互动的学习平台,借助 Jupyter Notebook 和本地化的教学资料,使深度学习的学习过程更加直观和高效。通过逐步学习和实践,学员能够掌握深度学习的核心技术和应用,为未来在人工智能领域的研究或工作打下坚实基础。

文件下载

资源详情

[{"title":"( 50 个子文件 45.96MB ) courses-zh-v2:中文版 v2 课程","children":[{"title":"courses-zh-v2-main","children":[{"title":"_modules","children":[{"title":"part_4.json <span style='color:#111;'> 2.07KB </span>","children":null,"spread":false},{"title":"part_3.json <span style='color:#111;'> 2.84KB </span>","children":null,"spread":false},{"title":"part_3.md <span style='color:#111;'> 2.18KB </span>","children":null,"spread":false},{"title":"part_0.md <span style='color:#111;'> 10.71KB </span>","children":null,"spread":false},{"title":"part_2.md <span style='color:#111;'> 4.44KB </span>","children":null,"spread":false},{"title":"part_4.md <span style='color:#111;'> 1.57KB </span>","children":null,"spread":false},{"title":"part_0.json <span style='color:#111;'> 8.55KB </span>","children":null,"spread":false},{"title":"part_5.json <span style='color:#111;'> 2.10KB </span>","children":null,"spread":false},{"title":"part_1.json <span style='color:#111;'> 4.57KB </span>","children":null,"spread":false},{"title":"part_1.md <span style='color:#111;'> 4.00KB </span>","children":null,"spread":false},{"title":"part_2.json <span style='color:#111;'> 5.92KB </span>","children":null,"spread":false},{"title":"part_6.json <span style='color:#111;'> 5.59KB </span>","children":null,"spread":false},{"title":"part_6.md <span style='color:#111;'> 4.36KB </span>","children":null,"spread":false},{"title":"part_5.md <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false}],"spread":false},{"title":"_announcements","children":[{"title":"week-01.md <span style='color:#111;'> 423B </span>","children":null,"spread":false},{"title":"week-02.md <span style='color:#111;'> 194B </span>","children":null,"spread":false}],"spread":true},{"title":"index.md <span style='color:#111;'> 2.42KB </span>","children":null,"spread":false},{"title":"_layouts","children":[{"title":"staffer.html <span style='color:#111;'> 924B </span>","children":null,"spread":false},{"title":"schedule.html <span style='color:#111;'> 1.48KB </span>","children":null,"spread":false},{"title":"minimal.html <span style='color:#111;'> 1.85KB </span>","children":null,"spread":false},{"title":"announcement.html <span style='color:#111;'> 236B </span>","children":null,"spread":false},{"title":"module.html <span style='color:#111;'> 116B </span>","children":null,"spread":false}],"spread":true},{"title":"favicon.ico <span style='color:#111;'> 3.69KB </span>","children":null,"spread":false},{"title":"_sass","children":[{"title":"custom","children":[{"title":"module.scss <span style='color:#111;'> 2.08KB </span>","children":null,"spread":false},{"title":"card.scss <span style='color:#111;'> 597B </span>","children":null,"spread":false},{"title":"announcement.scss <span style='color:#111;'> 131B </span>","children":null,"spread":false},{"title":"schedule.scss <span style='color:#111;'> 1.72KB </span>","children":null,"spread":false},{"title":"staffer.scss <span style='color:#111;'> 426B </span>","children":null,"spread":false},{"title":"custom.scss <span style='color:#111;'> 2.04KB </span>","children":null,"spread":false}],"spread":true},{"title":"color_schemes","children":[{"title":"d2l.scss <span style='color:#111;'> 30B </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"_includes","children":[{"title":"head_custom.html <span style='color:#111;'> 248B </span>","children":null,"spread":false},{"title":"minutes.liquid <span style='color:#111;'> 769B </span>","children":null,"spread":false}],"spread":true},{"title":"_staffers","children":[{"title":"mu.md <span style='color:#111;'> 142B </span>","children":null,"spread":false}],"spread":true},{"title":"Gemfile <span style='color:#111;'> 63B </span>","children":null,"spread":false},{"title":"announcements.md <span style='color:#111;'> 269B </span>","children":null,"spread":false},{"title":"upload.sh <span style='color:#111;'> 73B </span>","children":null,"spread":false},{"title":"assets","children":[{"title":"images","children":[{"title":"mu.jpg <span style='color:#111;'> 13.20KB </span>","children":null,"spread":false},{"title":"logo-with-text.png <span style='color:#111;'> 37.82KB </span>","children":null,"spread":false}],"spread":true},{"title":"pdfs","children":[{"title":"part-0_5.pdf <span style='color:#111;'> 4.04MB </span>","children":null,"spread":false},{"title":"part-0_2.pdf <span style='color:#111;'> 17.10MB </span>","children":null,"spread":false},{"title":"part-0_6.pdf <span style='color:#111;'> 1.53MB </span>","children":null,"spread":false},{"title":"part-0_3.pdf <span style='color:#111;'> 1.30MB </span>","children":null,"spread":false},{"title":"part-0_8.pdf <span style='color:#111;'> 13.66MB </span>","children":null,"spread":false},{"title":"part-0_4.pdf <span style='color:#111;'> 3.69MB </span>","children":null,"spread":false},{"title":"part-0_1.pdf <span style='color:#111;'> 4.40MB </span>","children":null,"spread":false},{"title":"part-0_7.pdf <span style='color:#111;'> 1.39MB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 153B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 137B </span>","children":null,"spread":false},{"title":"_config.yml <span style='color:#111;'> 1.12KB </span>","children":null,"spread":false},{"title":"generate.ipynb <span style='color:#111;'> 23.46KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明