DATA ANALYTICS CAPSTONE – Flowchart Two

**Must understand R Studio and data analytic models. I am attaching my previous flowchart and notes for reference, along with any other coursework I think may be helpful. I will transfer whatever flowchart is created to draw.io (This assignment does not need to be 3 pages, I set it as that to make the price more fair).

Helpful resources:

How to build a predictive model – https://eab.com/resources/blog/data-analytics-blog/predictive-modeling-101/

Baseline models – https://www.openlayer.com/blog/post/baseline-models

Overview

You have now documented and carried out the initial steps required to build an analytic data set. Now it is time to employ your knowledge of model building from prior coursework and create a plan for constructing a sound, reproducible model to address the business challenge.

Prompt

Incorporating feedback, as appropriate, from this course thus far and prior courses, map out the process you intend to follow for building your model, paying particular attention to variable selection steps, tests for collinearity, and model fit testing, as appropriate to your analysis.

As in your prior assignment, you will create a flowchart to represent the necessary design steps. Additionally, include appropriate notes to capture the design and explain the necessary details.

If you have any questions after reading through the feedback on this assignment, reach out to your instructor. Remember that your instructor is a resource you should utilize throughout the course.

Make sure to include the following critical elements in your flowchart and notes:

• Indicate steps for testing collinearity and interactions
• Indicate steps for identifying variables for the multivariable model
• Indicate criteria for assessing model fit
• Indicate steps taken for collecting and storing model output
• Indicate steps for graphically representing results of model

What to Submit

Submit your flowchart in whichever flowcharting tool you prefer (e.g., PowerPoint, Draw.io, Word). Include the image of the flowchart along with the written notes as either a Microsoft Word document or a PDF.