Interactive Machine Learning Dashboards using Plotly Dash

20 ratings
Offered By
Coursera Project Network
In this Guided Project, you will:

Prepare dashboard design

Create beautiful plots

Integrate plots to create interactive components

Clock1.5 hours
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

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.

Skills you will develop

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

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  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

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step



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