Developing a Recommended System for Grocery Shopping in Berlin

This Omdena Local Chapter Challenge runs for 8 weeks and is a unique experience to try and grow your skills in a collaborative and safe environment with a diverse mix of people from all over the world. 

You will work on solving a local problem, initiated by Berlin, Germany Local Chapter.

The problem

Help customers make informed decisions about where to shop for their groceries. With so many options available, it can be overwhelming to know which store has the best deals, selection, and quality for the customer’s specific needs and preferences. The recommended system can help to alleviate this problem by providing personalized recommendations based on factors such as location, product availability, price, and customer reviews. By doing so, customers can save time and money while also ensuring they are satisfied with their grocery shopping experience.

The goals

In this project, the Omdena Berlin Chapter aims to:

• Develop a recommendation engine that uses machine learning algorithms to suggest the best grocery stores based on user preferences and needs.
• Collect and analyze data on grocery stores in Berlin to identify trends and patterns in pricing, quality, and availability of products.
• Build a user interface that allows customers to input their preferences and receive personalized recommendations for grocery stores in their area.
• Evaluate the accuracy and effectiveness of the recommendation engine using metrics such as precision.
• Create a database of grocery stores and products to be used as a reference for the recommendation engine.

Why join? The uniqueness of Omdena Local Chapter Challenges

Omdena Local Chapter Challenges are not a competition or hackathon but a real-world project that will grow your experience to a new level.

A unique learning experience with the potential to make an impact through the outcome of the project. You will go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.

And the best part is that you will join the global and collaborative community of Omdena with tons of benefits to accelerate your career.

Read more on how Omdena´s Local Chapters work