Applied Data Science Project

• Deadline : 21/0/2022

• By group of 2, 3 or 4 (~10 groups).

  • Except Scenario 1 which is limited to 2 or 3 persons.

• Send me an email with your team composition and your subject.

• You should :

  • Prepare a 10m presentation with slides (expect some questions).
    • Slides in English.
    • Presentation in French or English (Bonus point if you go with English !)
    • Your presentation should underline the business value created by your solution.
    • Your presentation must be comprehensible for non-technical people but also show the technical quality of your work (you'll probably need to explain some key technical concepts to your audience).
  • Create a GitHub repository and upload all your code.

• There are 3 subjects :

  • Scenario 1 is really easy so expectations will be higher.
  • Scenario 2 and 3 are really open, be creative, grades will be more generous for them.

• You can come up with your own subject.

  • Precise it within your email with your team composition.

• You will be evaluated on :

  • Communication quality (presentation, vulgarization and answers to questions).
  • Technical quality (methodology / code quality)
  • Business added value and relevance.

• Tools that can help you :

  • Prototype : https://github.com/streamlit
  • NLP : https://huggingface.co/models (feel free to use a pretrained model !)
  • Deployment :
    • https://www.heroku.com/
    • https://cloud.google.com/
    • https://aws.amazon.com/

• If you have a question or a doubt send me an email !