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所在平台: Udemy |
课程主页: https://www.udemy.com/course/interactive-dashboards-with-python-plotly-dash-masterclass/
课程评论：没有评论
课程名称：使用Python创建互动仪表盘：Plotly/Dash大师班 课程概述： 本课程将帮助您解锁Python中互动仪表盘的强大功能，全面讲解Plotly和Dash的使用。无论您是数据科学家、分析师还是开发者，本课程为您提供创建视觉上引人注目的互动仪表盘所需的基本工具。您将学习如何将静态数据转化为引人入胜的视觉故事，从而推动有影响力的决策并增强商业洞察力。 该课程为实践型课程，内容涵盖从设置Plotly和Dash环境到设计和部署仪表盘的所有内容。在早期模块中，您将探索基本的Plotly图表并熟悉Dash的布局结构。随着课程的深入，您将进入更高级的主题，例如响应式数据表、表单处理、实时过滤和高级图表类型等互动元素。 您还将掌握3D图表、地图和多页应用的使用，并学会如何结合数据库和API来增强仪表盘的功能。关键课程内容包括性能优化、状态管理以及通过自定义主题、通知、动画和可访问性技巧来改善用户体验。 在课程结束时，您将通过一个实战项目应用所学的所有知识，利用Titanic数据集创建一个功能丰富的仪表盘。这门课程非常适合希望构建出生产就绪的仪表盘并提高数据可视化技能的学员。 我们相信这门课程将对您大有裨益！
Unlock the power of interactive dashboards with Python in this comprehensive course on Plotly and Dash. Whether you're a data scientist, analyst, or developer, this course equips you with the essential tools to create visually stunning, interactive dashboards. You'll learn to transform static data into engaging visual stories that drive impactful decisions and enhance business insights. This hands-on course covers everything from setting up Plotly and Dash environments to designing and deploying dashboards. In the early modules, you'll explore basic Plotly charts and get familiar with Dash's layout structure. Moving into advanced topics, you'll dive into interactive elements, such as responsive data tables, form handling, real-time filtering, and advanced chart types.You'll also master working with 3D charts, maps, and multi-page apps, along with incorporating databases and APIs to enhance your dashboards. Key lessons include performance optimization, state management, and techniques for improving the user experience with custom themes, notifications, animations, and accessibility.By the end, you'll apply everything you've learned through a real-world project, creating a feature-rich dashboard using the Titanic dataset. This course is perfect for anyone looking to deploy production-ready dashboards and sharpen their data visualization skills with Python.We'll be delighted to know that this course will be of benefit to you.
