Also, don't forget about other activities we have: Competition: https://www.kaggle.com/competitions/ml-zoomcamp-2024-competition Learn about time series forecasting and get extra points for the course Deadline: February 1 Article: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/article You can learn about things that we didn't cover in the course, write an article about it and get extra points Deadline: February 1 Capstone 1: https://courses.datatalks.club/ml-zoomcamp-2024/project/capstone1 You can already start working on your capstone project. The requirements are the same as for the midterm project, but now you can also use neural networks, AWS Lambda and kubernetes (but don't have to) Deadline: January 14 Have fun!