Practice submission Instructions
- A zip file of the entire homework directory must be submitted , which contains all the necessary information.
- Name the folder you are packing with your registration number.
- The deadline for each submission is 11:59pm next Thursday, a day before the next practice. Late submissions will not be evaluated.
Practices
Week 1 - February 13 - No Practice
Week 2 - February 20 - No Practice
Week 3 - February 27 - Train a ML model
- Practice
- slides
- data
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 4 - March 6 - Dataset Versioning
- slides
- practice
- new-data
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 5 - March 13 - Track and Compare Model Experiments
- updated lecture
- practice home work
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 6 - March 20 - Experiment Tracking with MLflow
- practice
- test data
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 7 - March 27 - Containerization
- practice task
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 8 - April 3 - Continuous Integration
- No home work for this as we finished it in class
Week 9 - April 10 - Orchestration
- lecture slides
- codes
- practice homework
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.
Week 10 - April 17 - Deploy a Model
- practice homework
- Submit your zip file here You must be logged in and registered to the course in order to submit solutions.