Technology and Development at MLDA

Nanyang Technological University, EEE

ProNova Initiative

Our project-based learning program that provides hands-on experience through real-world challenges in Machine Learning and Data Analytics.

About ProNova

ProNova is designed to complement the theoretical knowledge gained in LearnOva with practical, hands-on experience. Students work on real-world projects, often in collaboration with industry partners, to develop solutions to complex problems using machine learning and data analytics.

The program emphasizes teamwork, project management, and the application of technical skills in realistic scenarios, preparing students for careers in the rapidly evolving field of AI and data science.

Who Can Participate
  • NTU EEE students who have completed or are currently enrolled in LearnOva
  • Students with a strong interest in machine learning and data analytics
  • Individuals with basic programming skills, preferably in Python
  • Team players who are committed to collaborative project work

Program Structure

Project Phases
  1. 1. Project Ideation

    Duration: 2 weeks

    Teams form and develop project proposals based on provided themes or industry challenges.

  2. 2. Development Phase

    Duration: 8 weeks

    Teams work on implementing their solutions with regular check-ins and mentorship.

  3. 3. Testing & Refinement

    Duration: 3 weeks

    Projects undergo rigorous testing and refinement based on feedback.

  4. 4. Final Showcase

    Duration: 1 week

    Teams present their completed projects to peers, faculty, and industry partners.

Benefits
Gain practical experience in applying ML and data analytics
Build a portfolio of projects to showcase to potential employers
Network with industry professionals and potential employers
Develop teamwork and project management skills
Opportunity to participate in competitions and hackathons
Potential for internship and job opportunities

Ready to Join ProNova?

Take your learning to the next level with hands-on projects and industry experience