VTUHub

BIS601 · ISE · 6th Semester · Karnataka

Machine Learning

3 credits 2022 scheme theory

Quick answer Machine learning for ISE sixth semester.

Guides on this page are original VTUHub writing. We do not host university question-paper PDFs or scanned faculty notes. Confirm module titles against the official scheme PDF on vtu.ac.in.

Modules

  1. Unit 1 · Introduction and fundamentals

    Scope, definitions, and the ideas this module is built on.

  2. Unit 2 · Core methods

    Standard techniques and worked representations used in CIE tests.

  3. Unit 3 · Analysis and design

    How to set up, compare, and reason about typical problems.

  4. Unit 4 · Advanced topics

    Extensions that often appear as SEE long-answer questions.

  5. Unit 5 · Applications

    Where the module shows up in labs, projects, and later subjects.

Outcomes

  • Explain the core ideas of Machine Learning as listed in the BIS601 syllabus.
  • Solve typical CIE and SEE problems from this subject.
  • Connect this module to later subjects in the same programme.

Guides

BIS601 ML syllabus walk-through

Guide · 6 min · Jan 2026

ML Unit 1 — Introduction and fundamentals

Guide · 7 min · Jun 2026

ML Unit 2 — Core methods

Guide · 7 min · Jul 2026

ML Unit 3 — Analysis and design

Guide · 7 min · Aug 2026

ML Unit 4 — Advanced topics

Guide · 7 min · Jan 2026

ML Unit 5 — Applications

Guide · 7 min · Feb 2026

ML important questions

Guide · 8 min · Aug 2026

BIS601 original practice set

Guide · 10 min · Jan 2026

ML lab-prep guide

Guide · 7 min · Jan 2026

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