ProgramsMGT 809: Spring 2023 Industry Capstone ProgramProjectsDeveloping Artificial Intelligence Applications Using Taipy

Project Title: Developing Artificial Intelligence Applications Using Taipy

Taipy

Details
Project Title Developing Artificial Intelligence Applications Using Taipy
Project Topics Data Management Marketing Product Design & Development
Skills & Expertise
Project Synopsis: Challenge/Opportunity
Project Scope:

In this project the students will select machine learning application and they will implement it using Taipy. The outcome will be a video demo, a complete application that can be used for demo or implemented in practice. 


Objectives/deliverables & team responsibilities: 

  1. Select a machine learning application such as: (2 weeks)
    1. Netflix recommendation engine
  2. Download data from the web. 
  3. Validate the model and present the report/presentation/results/signals methodology   (10 weeks)

The team can develop in any software platform such as: 

  • Taipy (Python)

Team Skills: 

  • Strong Data science skills
  • Python skills is a MUST

Additional skills
  • Machine Learning Competence
  • Good Communications Skills
 
Preferred programs of study
  • BI&A
Goals you can add regarding the projects
  • Advance Skills in Python 
  • Learn Taipy 
  • Develop sketches for several machine learning WEB applications and decide to develop one application 
  • Develop a methodology for deploying an application and write a report
  • Develop an Application for Machine Learning using Taipy. The application must be accessible via a web browser. 
Company Overview:

Taipy  (www.taipy.com) is an innovative low-code package (python) to create complete applications.

Taipy is composed of two main independent components: Taipy Core and Taipy GUI. You can use either component independently. However, as you will see, they are incredibly efficient when combined.


What is Taipy GUI? 

The Graphical User Interface of Taipy allows anyone with basic knowledge of Python to create a beautiful and interactive interface. It is a simple and intuitive way to create a GUI. No need to know how to design web pages with CSS or HTML. Taipy uses an augmented Markdown syntax to create your desired Web page.


What is Taipy Core? 

A simple yet powerful pipeline orchestration package.
Some of the key features:

  • Intuitive DAG modeling

  • Smart scheduling

  • Powerful data caching

  • Scenario enabled pipelines

  • KPI Tracking
Project Synopsis: Activities/Actions Required
TBD
Project Synopsis: Expected Results
TBD

Project Timeline

Touchpoints & Assignments Date Type

Application & Registration Information

 Dec 05 2022 Event

Application Deadline

 Jan 06 2023 Reminder

Academic Calendar for 2022-23

 Jan 18 2023 Reminder

Looking to update your resume?

 Jan 31 2023 Submission Required

Temperature Check #1

 Feb 24 2023 Submission Required

Midterm Presentations

 Mar 24 2023 Event

Midterm Presentation Submission

 Mar 31 2023 Submission Required

Final Presentation Submission

 May 17 2023, 12:00 PM Submission Required

Temperature Check #3

 Submission Required

Temperature Check #2

 Submission Required

Post Engagement Survey

 Submission Required

Program Managers

Name Organization
Christina Alwell Herbal Vineyards