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AI ML and Data Science

Understand how models learn, train your own, and build useful applications on top of large language models.

Choose How You Learn

Online Course

Self-paced video lessons you can start today and follow from anywhere.

  • 0 lessons · of video
  • Start any time, lifetime access
Register Online

Physical Class

In-person sessions with an instructor at WorkAround, Kalopool, Kathmandu, Nepal.

  • Running now Started Sun – Fri · until Jan 22, 2027 7:00 AM – 9:00 AM 20 seats Register for this batch
  • Upcoming Starts Sun – Fri · until Feb 5, 2027 5:30 PM – 7:30 PM 20 seats Register for this batch

Course Description

Understand how models learn, train your own, and build useful applications on top of large language models. The course is organised into short, focused lessons and each module finishes with a practical exercise reviewed against a clear checklist.

You will work on realistic briefs, receive feedback from your instructor and finish with a capstone project that is ready to show employers or clients.

What You Will Learn

  • Train and evaluate classification and regression models
  • Avoid overfitting and data leakage
  • Use embeddings and retrieval to ground language models
  • Ship a small AI-powered application responsibly

Requirements

  • A computer with a reliable internet connection
  • Comfort with the fundamentals covered in our beginner courses
  • Three to five hours each week for lessons and practice

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