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  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

Practices

Week 1 - February 13 - No lecture

Week 2 - February 20 - MLOps pipeline

Week 3 - February 27 - MLOps pipeline

Week 4 - March 6 - Dataset Versioning

Week 5 - March 13 - Track and Compare Model Experiments

Week 6 - March 20 - Containerize an ML Model

Week 7 - March 27 - Deploy a Machine Learning Model

Week 8 - April 3 - Monitor Data Drift

Week 9 - April 10 - Automate ML Workflow

Week 10 - April 17 - Deploy a Model

Week 11 - April 24 - Reading assignment/guest lecture

Week 12 - May 1 - Reading assignment/guest lecture

Week 13 - May 8 - Time for projects

Week 14 - May 15 - Time for projects

Week 15 - May 22 - Oral Exam/ Presentation

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