Capstone Project for Business Analytics

Ouvert Clôture le janvier 16, 2025
Cape Breton University
Sydney, Nova Scotia, Canada
Associate Professor of Data Analytics
(5)
5
Expérience
2/10 match de projet
Dates fixées par les projets
Entreprises privilégiées
N'importe où
Startup, Non profit, Large enterprise, Small to medium enterprise
Éducation, Banking & finance, Hospital, health, wellness & medical, It & computing
Catégories
Apprentissage automatique Intelligence artificielle Bases Visualisation des données Analyse des données
Compétences
business analytics machine learning data visualization data analysis problem analysis
Objectifs et capacités de apprenant.es

The capstone project provides students with an opportunity to apply and integrate concepts learned in the Business Analytics program to solve a business problem using data analytics tools and solutions. The overall aim of the capstone project is to help students relate acquired business analytic knowledge to real business problems. This looks like an internship, a learning experience well-recognized for its impact on the student’s application of classroom knowledge to the world of work, and student’s knowledge of careers and critical career success factors. This course is an excellent opportunity for students to practice problem-solving skills. The course uses Python as the analytical tool to formulate and solve problems based on a variety of mathematical modelling techniques. Companies can define projects in data visualization, data analytics, database systems, data analysis, cloud-based services, software development, and general business analytics projects.

Apprenant.es
étudiant.e de cycle supérieur
Niveau Intermédiaire
100 apprenant.es dans le programme
Projet
50 heures par apprenant.e
Les Professeur.euses affectent les apprenant.es à des projets
Équipes de 4
Résultats et livrables attendus
  • Data analysis using statistical models, machine learning algorithms, and AI-based techniques
  • Visualizing data using Tableau software
  • Creating data pipeline including but not limited to data cleaning, data preparation, and data analysis
  • Technical documents as the result of data analysis
Exemples de projets
  • Applying machine learning techniques in different domains including Healthcare, Education, and Business
  • Clustering products of a company by different clustering algorithms
  • Predicting the salary of new employees based on previous historical data


Les entreprises doivent répondre aux questions suivantes pour soumettre une demande de jumelage pour cette expérience:

What are your expectation from the students during the course of the internship (3 months)?

Do you know that this internship is virtual and will be done remotely by students?

Could you please write down the list of skills or software tools that you expect the students to work on for your project?

Do you know that students are required to have weekly meetings with companies?