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Finalize a Data Science Project
  • Level Professional
  • Duration 12 hours
  • Course by CertNexus
  • Offered by

About

This course is designed for business professionals that want to learn how to gather results from previous stages of the data science project and present them to stakeholders. Learners will communicate the results of a model to stakeholders, be shown how to build a basic web app to demonstrate machine learning models and implement and test pipelines that automate the model training, tuning and deployment processes. The typical student in this course will have completed previous courses in the CDSP professional certificate program, and have several years of experience with computing technology, including some aptitude in computer programming.

Modules

Overview

    • 1 Videos
    • 2 Readings
Show info about module content

1 Videos

  • Course Intro: Finalize a Data Science Project

2 Readings

  • Overview
  • Get help and meet other learners. Join your Community!

Present Model Results

    • 3 Videos
Show info about module content

3 Videos

  • Audience and Insights
  • Factors That Drive Outcomes
  • Present Model Results

Enhance Presentations with Visuals

    • 2 Videos
    • 1 Readings
    • 1 PeerReview
Show info about module content

1 Peer Review

  • Communicating Results to Stakeholders

2 Videos

  • Visuals and Dashboards
  • Cumulative Gains Charts and Lift Charts

1 Readings

  • Guidelines for Communicating Results to Stakeholders

Evaluate What You've Learned

    • 1 Discussion
    • 1 Assignment
Show info about module content

1 Assignment

  • Communicating Results to Stakeholders

1 Discussions

  • Reflect on What You've Learned

Overview

    • 1 Readings
Show info about module content

1 Readings

  • Overview

Web App Technologies

    • 7 Videos
    • 1 Readings
Show info about module content

7 Videos

  • Web App
  • HTML, CSS, and JavaScript
  • Web Frameworks
  • Flask and Django
  • Demonstrating Models in a Web App (Part 1 of 3)
  • Demonstrating Models in a Web App (Part 2 of 3)
  • Demonstrating Models in a Web App (Part 3 of 3)

1 Readings

  • Guidelines for Demonstrating Models in a Web App

Evaluate What You've Learned

    • 1 Discussion
    • 1 Assignment
Show info about module content

1 Assignment

  • Demonstrating Models in a Web App

1 Discussions

  • Reflect on What You've Learned

Overview

    • 1 Readings
Show info about module content

1 Readings

  • Overview

Production Pipelines

    • 6 Videos
    • 1 Readings
    • 1 Lab
Show info about module content

1 Labs

  • Building an ML Pipeline

6 Videos

  • Put a Model into Production
  • Data Pipelines
  • Model Drift
  • Docker and Kubernetes
  • Amazon SageMaker and Azure Machine Learning
  • Monitor Models in Production

1 Readings

  • Guidelines for Implementing and Testing Production Pipelines

Evaluate What You've Learned

    • 1 Discussion
    • 1 Assignment
Show info about module content

1 Assignment

  • Implementing and Testing Production Pipelines

1 Discussions

  • Reflect on What You've Learned

Project

    • 1 PeerReview
    • 1 Lab
Show info about module content

1 Peer Review

  • Data Science Project Presentation

1 Labs

  • Files and Code to Get You Started on Your Presentation

Auto Summary

"Finalize a Data Science Project" is a professional-level course focused on presenting data science project results to stakeholders. Designed for experienced business professionals with computing and programming skills, it covers building web apps, automating model processes, and effective communication. Offered by Coursera, the course spans 720 minutes and is available through a Starter subscription. Ideal for those progressing through the CDSP professional certificate program.

Sarah Haq
Instructors

Sarah Haq

Stacey McBrine
Instructors

Stacey McBrine