Interactive Data Visualization with Python and Bokeh

如果您喜欢 Python 并希望通过浏览器上令人印象深刻的数据可视化给您的客户或雇主留下深刻印象，那么 Bokeh 是您的不二之选。本课程是掌握 Bokeh 的完整指南，Bokeh 是一个 Python 库，用于构建包含漂亮交互式可视化的高级和数据仪表板。本课程将逐步指导您从绘制简单的数据集到构建丰富而美观的数据可视化 Web 应用程序，这些 Web 应用程序实时绘制数据，并允许 Web 用户通过互联网从他们的浏览器进行交互和更改您的绘图行为。

无论您是数据分析师、数据科学家、统计学家，还是任何其他定期处理数据的专家，本课程都非常适合您。它将为您提供以激发观众并最终更轻松地销售您的产品或您的想法的方式可视化数据的技能。学习 Bokeh 所需要的只是 Python 的一些基本先验知识。

该课程还包含练习，可帮助您在学习过程中检查技能。您将获得访问各种数据样本的权限，并提供其他示例以加强您的散景技能。假设您每周投入 10-20 小时（取决于您的生产力技能），该课程估计需要您大约 4 周才能完成。

MP4 | Video: h264, 1280×720 | Audio: AAC, 44100 Hz
Language: English | Size: 3.46 GB | Duration: 6h 46m

What you’ll learn
Build advanced data visualization web apps using the Python Bokeh library.
Create interactive modern web plots that represent your data impressively.
Create widgets that let users interact with your plots.
Learn all the available Bokeh styling features.
Integrate and visualize data from Pandas DataFrames.
Create dynamic graphs that plot real-time data.
Plot time-series data.
Integrate your data visualization apps with Flask apps.
Deploy the apps in live servers.
Learn how to troubleshoot Bokeh apps.

Requirements
A working computer (Windows, Mac, or Linux)
Basic knowledge of Python

Description
If you love Python and want to impress your clients or your employer with impressive data visualization on the browser, Bokeh is the way to go. This course is a complete guide to mastering Bokeh, a Python library for building advanced and data dashboards containing beautiful interactive visualizations. The course will guide you step by step from plotting simple datasets to building rich and beautiful data visualization web apps that plot data in real-time and allow web users to interact and change the behavior of your plots via the internet from their browsers.

Whether you are a data analyst, data scientist, statistician, or any other specialist who deals with data regularly, this course is perfect for you. It will give you the skills to visualize data in a way that excites your audience and eventually sells your product or your idea much easier. All you need to have to learn Bokeh is some basic prior knowledge of Python.

The course also contains exercises to help you check your skills as you progress. You will be given access to various data samples and provided with additional examples to enforce your Bokeh skills. The course is estimated to take you around four weeks to complete assuming you devote 10-20 hours/week depending on your productivity skills.

Who this course is for:
Anyone involved in the data industry
Anyone who is already familiar with Python basics