Interactive Machine Learning Dashboards using Plotly Dash

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5 个评分
提供方
Coursera Project Network
在此指导项目中,您将:

Prepare dashboard design

Create beautiful plots

Integrate plots to create interactive components

Clock1.5 hours
Intermediate中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

In this 2 hour long project-based course, you will learn how to create an HTML outline of a Plotly Dash dashboard. You will design interactive dropdown lists, radio buttons, and most importantly, scatter plots and bar charts that respond to your mouse's hover. You will learn how to visualize dimensionality reduction results intuitively and interactively, and see how these models can be used in Customer Segmentation. Furthermore, we will discuss how to critically evaluate these models, and what to look out for in a well-performing model. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培养的技能

Interactive DashboardsvisualizationMachine LearningDimensionality ReductionInteractive Plotting

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Introduction to the task and demo

  2. Create HTML components

  3. Create scatter plot

  4. Make scatter plot interactive

  5. Create bar charts

  6. Make dashboard aesthetically pleasing

  7. Analyze performance of models and discuss efficacy

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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