|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/hands-on-covid-19-data-visualization-using-plotly-express/
课程评论：没有评论
课程名称：数据科学：COVID-19 数据分析与可视化实践 课程概述：您是否一直想创建令人惊叹的图表来呈现您的想法，却不知道从何开始？您是否想使用条形图、气泡图、词云和动画可视化 COVID-19 数据？如果答案是“是”，那么这个关于使用 Python 的数据可视化课程正是为您准备的。这是一门实践性强、内容全面的课程，采用 Plotly express 工具，让您能够用仅一行代码创建出优质、可发布的图表。您不需要具备编程专家的水平，只需对 Python 有基本的了解，就可以制作精彩的图表。 本课程强调实践，为了获得最佳学习体验，我们建议您在自己的笔记本上跟随课程实际输入代码。课程时长为 2 小时，您将学习创建 45 种不同的可发布图表，让观众惊叹不已。此外，这些数据可视化技能可以应用于其他许多领域，如销售数据可视化、办公报告可视化等。 在这个动手项目中，您将完成以下任务： 1. 导入库 2. 导入数据集 3. 数据清洗 4. 使用条形图比较 COVID-19 受影响国家的总病例、总死亡、总康复和总检测 5. 按洲的气泡图可视化 6. 按国家的气泡图可视化 7. 可视化总病例、总死亡和总检测之间的关系 8. 针对所有主要受影响国家的高级数据可视化 9. 美国特定 COVID 数据的可视化 10. 印度特定 COVID 数据的可视化 11. 地理数据可视化 - 使用动画的等矩形投影分级地图 12. 地理数据可视化 - 使用动画的正射和自然地球投影分级地图 13. 各洲病例增长的条形动画 14. 词云文本可视化 - 针对 COVID 死亡的特定原因 15. 词云文本可视化 - 与 COVID 相关的通用死亡原因 课程使用 Google Colab 作为笔记本，是一门指导性实践课程，您将在学习过程中与我一起创建这 45 个令人惊叹的图表。课程结束时，您将亲手完成 45 个图表，每个图表仅需一行简单的代码。 数据可视化是 21 世纪最受欢迎的技能。这项技能的学习费用仅相当于一次午餐。完成课程后，您将获得来自颠覆性教育学院的结业证书，获取所有讲座资源中的数据集及代码的 Google Colab 笔记本链接。 还等什么呢？拿起咖啡，点击“立即注册”按钮，开始学习 21 世纪最热门的技能吧！祝您学习愉快！
Have you always wanted to create amazing graphs and charts to present your ideas but did not know where to start?Would you like to Visualize Covid-19 using bar graphs, bubble graphs, WordCloud and Animations?Have you ever wanted to create graphs and charts that would bring your ideas to life andmake your audience go "WOW"?If the answer to any of the questions is "YES", then this is your course on data visualization in Python using Plotly express: A hands-on, practical and comprehensive course on Data Visualization using Plotly express.Create Amazing, Excellent quality, publication-ready graph with just one line of Code.Yes, you heard it right. With just a single line of code.1 Graph= 1 Line of CodeDo you know what the best part is?You don't need to be a programming expert to do it. You just need a very basic understanding of Python and that would be more than enough to create amazing publication-ready graphs. This is a Practical Hands-on Course hence for the best learning experience we recommend you to type the codes in your own notebook following the lessons carefully. No Unnecessary lectures. No unnecessary details.In the next 2 hours, learn to create 45 different publication-ready graphs and charts that will "WOW" anyone who sees them..But that's not all:The same data visualization skills can be used for many other purposes like:Sales Data VisualizationOffice reports VisualizationAny other kind of VisualizationYou can Visualize absolutely any kind of data.We will complete the following tasks in this hand-on project:Task 1: Importing LibrariesTask 2: Importing DatasetsTask 3: Data CleaningTask 4: Bar graphs- Comparisons between COVID infected countries in terms of total cases, total deaths, total recovered & total testsTask 5: Data Visualization through Bubble Charts-Continent WiseTask 6: Data Visualization through Bubble Charts-Country WiseTask 7: Visualizing relationship between Total cases, Total deaths and Total testsTask 8: Advanced Data Visualization- Bar graphs for All top infected CountriesTask 9: Advanced Data Visualization- Countries Specific COVID Data Visualization: United StatesTask 10: Advanced Data Visualization- Countries Specific COVID Data Visualization: IndiaTask 11: Geographical Data Visualization - Choropleth maps Animation- Equi-rectangular projectionTask 12: Geographical Data Visualization - Choropleth maps Animation- Orthographic and Natural Earth projectionTask 13: Bar animation- Cases growth through ContinentTask 14: Text Visualization using WordCloud- Specific reasons for COVID related deathsTask 15: Text Visualization using WordCloud- Generic reasons for COVID related deathsWe will be using Google Colab as our notebook.This course is a Hands-on guided project which essentially means, you will be creating these 45 amazing publication-ready graphs on your notebook alongside the lessons. I write the code and then you write the code.At the end of this course, you will have created 45 graphs all by yourself: One simple line of code for one amazing graph.Data Visualization is the most demanded skill of the 21st century. And This skill can be yours just for the price of lunch. You will receive:Certificate of completion from the School of Disruptive EducationAll the datasets in the resources section of the respective lectureLink to the Google Colab notebook which has all the codes in it.So what are you waiting for?Grab a coffee, click on the ENROLL NOW Button and start learning the most demanded skill of the 21st century.Happy Learning
