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  1. Courses
  2. 2025/26 spring
  3. MLOps Fundamentals (LTAT.02.038)
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MLOps Fundamentals 2025/26 spring

  • Pealeht
  • Loengud
  • Praktiline
  • Lugemisülesanded
  • Projekt
  • Viited

Lectures

Week 1 - February 12 - No lecture

Week 2 - February 19 - MLOps basics

Week 3 - February 26 - MLOps basics

Week 4 - March 5 - Data Management and Versioning

Week 5 - March 12 - Experiment Tracking

Week 6 - March 19 - Packaging and Containerization for ML

Week 7 - March 26 - Model Deployment

Week 8 - April 2 - Model Monitoring and Drift Detection

Week 9 - April 9 - Orchestration

Week 10 - April 16 - Cloud MLOps / Local Deployment

Week 11 - April 23 - Reading assignment/guest lecture

Week 12 - April 30 - Reading assignment/guest lecture

Week 13 - May 7 - Time for projects

Week 14 - May 14 - Time for projects

Week 15 - May 21 - Oral Exam/ Presentation

  • Institute of Computer Science
  • Faculty of Science and Technology
  • University of Tartu
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