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- Select programming tasks that you are interested in from the list below to work on. You can work alone or in small groups.
- For each task there is a pre-recorded lecture that it is recommended to watch, plus some optional reading if you want to learn even more.
- The size of different tasks can vary quite a lot. The ... from scratch is typically larger.
- When you are done with a task, notify @johan.hagelback on Slack to book a short online meeting where you show what you have done.
- When you are done with the programming tasks, the next step is to define and work on a project. In the project it is recommended that you work on some data from the organisation (it is okay to use other datasets as well). Discuss your project idea with @johan.hagelback on Slack before you start. You can work alone or in small groups.
A01 - Recommendation System from scratch A02 - Clustering from scratch A03 - Search Engine from scratch A04 - Naïve Bayes algorithm from scratch A05 - Text classification on Wikipedia articles A06 - Basic classification on different datasets A07 - Regression on GPU benchmark data A08 - Classifying hand-written digits A09 - Classifying Zalando articles A10 - Build a face recognition system A11 - Build an object recognition system
Datasets page