BANDS x AIML Collab P1 – How to Build an ML Portfolio

Tuesday, 5 Aug 2025 Resource

Overview

Join a special collaboration between BANDS and AIML for How to Build an ML Portfolio 101 – Part 1 of a two-part series.

BANDS x AIML Collab P1 – How to Build an ML Portfolio

Slides / Presentation

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Definition

Learn how to build a machine learning portfolio through practical projects and collaborations.

Types / Variants

  • Collaboration
  • Portfolio Project

Key Concepts

  • ML Portfolio Building
  • Practical ML Tools
  • Student-led Guidance

Applications

  • Showcase your ML skills through hands-on projects.
  • Participate in student-led guidance sessions.
  • Learn practical portfolio development strategies.

Tips & Best Practices

  • Start documenting your projects early.
  • Use GitHub and Kaggle to showcase practical skills.
  • Break your portfolio into small, achievable milestones.