This week was a week of conclusions. In the discipline of AAUT1IA, after testing the models and resolution of the one that was chosen (Random Forest), we move on to the user interface part, where he can put a song or choose the parameters and… Ler mais »8th Week Report
AAUT1IA Earlier this week we continued testing with the Random Forest algorithm. With these tests, we came to the conclusion that we had an error in the Pre-processing process. This error was not only giving us too many columns in the preprocessed dataset, but it… Ler mais »7th Week Report
PLNTDIA Earlier this week, we started by arguing with teachers whether they thought our approach would be right. With their approval, we decided to move forward with the KNN + Topsis solution. In the second practical lesson, we began by advancing in the part of… Ler mais »6th Week Report
AAUT1IA Earlier this week we reviewed everything that has been done in preprocessing.After this analysis we made the following exports to CSV: X_unprocessed (csv with general columns before the alterations) y_unprocessed (csv with column of hits before the alterations) X_train_selected (shows general columns for training)… Ler mais »5th Week Report
This week, in PLNDTIA classes, we started to do some exercises about the complex method with the help of the solver. We also carried out the study of PSO and Ant Colony algorithms and began the study of Genetic Algorithms. Regarding the AAUT1IA classes, we… Ler mais »4th Week Report
During this week we started to make some changes to the dataset so that we can move on to the pre-processing. After the changes, we started the pre-processing part with assistance to PL1 of the curricular unit of AAUT1IA. At the same time, we also started trying to find some solutions for… Ler mais »3rd Week Report
We started this week with the exam of the curricular unit of PPROGIA. AAUT1IA: We started the first practical class of the week by explaining to the teacher the themes and datasets we had thought of and what we were thinking to follow. The Spotify… Ler mais »2nd Week Report
The 8th week was dedicated to make the projects demos, showcasing the developed features, and also make our pitch in the Demo Day, with the intent of selling our solution. Both sessions went smoothly. Seeing the projects of the other teams on the Demo Day… Ler mais »8th Week Report
We started our week with a presentation of the curricular units present this semester, AAUT1IA and PLNTDIA. AAUT1IA During the 1st theoretical class of Machine Learning was presented what will be developed in the curricular unit and all the deadlines. In the 1st practice class,… Ler mais »1st Week Report
The goal for the 7th week was to finish the projects for both curricular units. Finishing the Final Report for ENGCIA was also a task that the team wanted to complete. The completion of our ENGCIA project consisted in developing the UI and making minor… Ler mais »7th Week Report