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

Taipy - Developing Artificial Intelligence Applications Using Taipy
Due Date
Activities
Deliverables
Status
Action
Mon, 12/05/22
12:00 AM UTC
Application & Registration Information
No Deliverables
No deliverables are required for this action item.
Location:
Event Description:
On Monday, December 12, 2022 the application for the Spring 2023 semester will be sent to all School of Business graduate students from businessprojects@stevens.edu. We have an application process (via CapSource) so students can be matched with a corporate partner/project that best fits their skills, education, experiences, and program of study. The application deadline is Friday, January 6, 2023 at 5:00 PM EST. All matched students will receive an email from Christina Sargiss Alwell with their project match, registration information, and onboarding next steps. Questions? Email Christina at csargiss@stevens.edu for support.
Fri, 01/06/23
12:00 AM UTC
Application Deadline
No Deliverables
No deliverables are required for this action item.
Description:
The application deadline for the Spring 2023 semester is Friday, January 6, 2023 at 5:00 PM EST. No late applications will be accepted. Please note that Christina Sargiss Alwell will be out of the office from December 22 - January 2 for winter break. She will respond to all emails on January 3, 2023.
Wed, 01/18/23
12:00 AM UTC
Academic Calendar for 2022-23
No Deliverables
No deliverables are required for this action item.
Description:
Please review the Stevens academic calendar for important dates/information regarding the semester: https://www.stevens.edu/office-of-the-registrar/academic-calendar 
Tue, 01/31/23
12:00 AM UTC
Looking to update your resume?
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
Thank you so much for your participation in the Industry Capstone Program! Now that you have this new experience under your belt, I strongly suggest that you add it to the 'academic projects' section of your resume! Looking for a professional resume review? Email Christina Sargiss at csargiss@stevens.edu or schedule a 1-1 appointment with her by CLICKING HERE.

Lastly, join our LinkedIn group for the Industry Capstone Program today! This is a great way to stay connected with your peers and faculty advisors. CLICK HERE to request to join the group.

Wishing you all a safe, relaxing & joyous holiday season. Please stay in touch!
Christina Sargiss
Fri, 02/24/23
12:00 AM UTC
Temperature Check #1
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
Please complete the Temperature Check #1 survey by February 24th at 11:59 PM EST. This survey is anonymous and will assist Christina with planning for future projects & enhancing the program. If you have any questions, please email her for support.

To access the form, please click here: https://forms.gle/H9zo8E8MoaZHRmv87
Fri, 03/24/23
12:00 AM UTC
Midterm Presentations
No Deliverables
No deliverables are required for this action item.
Location:
Event Description:
Wednesday, March 8th is the chronological midpoint of the semester. As you all know, you will have a virtual midterm presentation (no corporate partners invited) and a virtual final presentation (corporate partners invited). The purpose of the midterm presentation is to showcase your work thus far as well as any roadblocks, challenges, successes, and strategy for the remainder of the semester.


I am looking to schedule the midterm presentations for some time between March 6th - 10th or March 20th - 24th (no presentations during spring break). Scheduling information will be emailed to all MBA Leads during February - stay tuned!
Fri, 03/31/23
12:00 AM UTC
Midterm Presentation Submission
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
The MBA Lead for each project team will need to submit a copy of their PowerPoint presentation here. All other students can disregard this task.
Wed, 05/17/23
12:00 PM UTC
Final Presentation Submission
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
TBD
Temperature Check #3
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
TBD
Temperature Check #2
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
TBD
Post Engagement Survey
Required Deliverable
Required Deliverable
Deliverable submission is required.
Description:
TBD

Program Managers

Name Organization
Christina Alwell Herbal Vineyards