Interactive Machine Learning Dashboards using Plotly Dash

4.5
20 個評分
提供方
Coursera Project Network
在此指導項目中,您將:

Prepare dashboard design

Create beautiful plots

Integrate plots to create interactive components

Clock1.5 hours
Intermediate中級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

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.

您要培養的技能

  • Interactive Dashboards
  • visualization
  • Machine Learning
  • Dimensionality Reduction
  • Interactive Plotting

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  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

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

審閱

來自INTERACTIVE MACHINE LEARNING DASHBOARDS USING PLOTLY DASH的熱門評論

查看所有評論

常見問題

常見問題

還有其他問題嗎?請訪問 學生幫助中心