The credit from the lecture part will be given on the basis of a project which you are supposed to select till the end of March. The presentation of your projects will be held on May 16, 2025. You can get maximal 100 points for the project (100%).

50% dst (3), 60% dst+ (3.5), 70% db (4), 80% db+ (4.5), 90% bdb (5).

• Present your project (up to 100 points.)
• Pass the Exercises/LAB sessions with a positive mark (details given below).

During the exercises and LAB sessions to Invitation to Topological Data Analysis you can obtain 110 points (110%).

50% dst (3), 60% dst+ (3.5), 70% db (4), 80% db+ (4.5), 90% bdb (5).

• Present the mini project (up to 50 points)
• Solve homeworks (up to 50 points): you will be given five sets of exercises. In order to get the perfect score on that part, approximately three sets are required to be solved. All homeworks must be turned in by 09.05.2025. We encourage, however, to solve them systematically and not leave everything for the last moment.
• Active participation in the classes (up to 10 points, maximal one point per a 90 min meeting).

The participation in exercises/LABs is compulsory and it is allowed to have three justified absences.