In order to pass the course, students are required to carry out a group project that demonstrates the knowledge of the course applied to practice. Results of projects will be presented in the poster session on Thursday, December 16, 2021 at 14:00-17:00.
| Project number | Project title | Team member 1 | Team member 2 | Team member 3 | Link to MP4 | Link to PDF |
|---|
| A1 | Voting and volateality: Explanation of electoral behavior in British elections 2015 and 2017 | Bogdan Romanov | - | - | mp4 | pdf |
| A2 | Analysis of the Tartu Smart Bike dataset | Johannes Holm | Kerli Tali | Nikita Bahhir | mp4 | pdf |
| A3 | Student profiling based on moodle log data | Mariliis Malahhov | Jane Õunaid | - | mp4 | pdf |
| A4 | Data mining and visualizations in driving recordings of Bolt project | Indrek Lõbus | Karolin Konrad | Aleksei Detotšenko | mp4 | pdf |
| A5 | ADL - Cleaning the input data for training self driving cars | Henri Laats | Helena Sokk | Kristjan Laid | mp4 | pdf |
| A6 | Mushroom classifier 2nd PRIZE!! | Dmytro Fedorenko | Glib Manaiev | - | mp4 | pdf |
| A7 | ADL - Cleaning the input data for training self driving cars. | Marvin Vihman | Timothy Fadayini | Oluwadamiloju Yusuf | mp4 | pdf |
| A8 | Analysis of smart bike data in correspondence to weather and coronavirus test data | Kerdo Kurs | Agnes Annilo | Cardo Tisler | mp4 | pdf |
| A9 | Crop Production Analysis | Katarina Kuusk | Ulrich Ojoh Dioni | Tsienza Smith Steven | mp4 | pdf |
| A10 | Detecting Fake News with Python and Machine Learning | Felix Ranne | Ragnar Kadai | - | mp4 | pdf |
| A11 | Predicting house prices | Raul Tölp | Hendrik Šuvalov | - | mp4 | pdf |
| A12 | Kaggle-Petfinder / IDS21-MOUZ | Uku Zingel | Marti Orav | - | mp4 | pdf |
| A13 | Crypto-DM | Helar Oolberg | Romet Vinnal | - | mp4 | pdf |
| A14 | Wine Quality | Kaja Jakobson | Kristiina Hakk | - | mp4 | pdf |
| A15 | Home Temperature Automation | Jens Olaf Kukk | - | - | mp4 | pdf |
| A16 | Kaggle- Space Pollution | Mairi Dubik | Rasmus Talioja | Olga Puksberg | mp4 | pdf |
| B1 | Student profiling based on Moodle log data | Farnaz Baksh | Matevz Zorec | - | mp4 | pdf |
| B2 | UT-Student profiling on moodle logs | Alan Kolk | Raiki Mänd | - | mp4 | pdf |
| B3 | Kaggle-UFO sightings | Kristina Mumm | Karl-Erik Kanal | - | mp4 | pdf |
| B4 | Future-Sales-Prediction | Ali Asghar | - | - | mp4 | pdf |
| B5 | Chicken Prices In India | Grete Hollo | Epp Haavasalu | - | mp4 | pdf |
| B6 | IDS-Fire | Hanna Brit Jõgis | Maike Kadaja | Richard Aljaste | mp4 | pdf |
| B7 | Traffic violations in Estonia | Kaur Taal | Mart-Mihkel Aun | - | mp4 | pdf |
| B8 | ScholarClique: Scientific output and academic network of Estonian researchers | Dmitri Rozgonjuk | - | - | mp4 | pdf |
| B9 | KAGGLE- Trending YouTube video statistics | Märten Kahu | Joonatan Ehlvest | - | mp4 | pdf |
| B10 | Heart Stroke Prediction | Yusif Israfilbayov | Peter Olusegun Aina | - | mp4 | pdf |
| B11 | Trading algorithm with cryptocurrencies | Rasmus Soome | - | - | | |
| B12 | Heart Failure Prediction | Hardo Post | Karl-Magnus Laikoja | Risto Voor | mp4 | pdf |
| B14 | International football | Brandon Rauba | Karl Hans Kostabi | - | mp4 | pdf |
| B15 | Kaggle - Student Alcohol Consumption | Otto Bruno Koobakene | Liivika Koobakene | - | mp4 | pdf |
| B16 | Ocular Diseases | Janely Adams | - | - | mp4 | pdf |
| B17 | Kaggle - Pawpularity. Predicting engagement with a shelter pet’s profile based on the photograph for that profile. | Triinu Aug | Katariina Parkja | Elis Sams | mp4 | pdf |
| B18 | Headlines impact on stocks | Tomi Theodor Kuusik | Kaarel Kristjan Katmuk | Kristen Surva | mp4 | pdf |
| B19 | Real Estate Prices 1st PRIZE!!! | Jüri Jõul | Sten Salumets | Tarvi Tepandi | mp4 | pdf |
| B20 | Data about Tartu City Bikes | Sander Lääts | Deniss Denissov | - | mp4 | pdf |
| B21 | Analyzing Cowslips | Robert Joonas | Martin Haamer | Markus Sõgel | mp4 | pdf |
| C1 | Analysis of covid-19 data of all US states | Philip MoreHead | Imane Higazy | Emenike Chimdi Raphael | mp4 | pdf |
| C2 | Analysing Tartu Smart Bike usage data 2019-2021 | Aleksander Tamm | Otto Jõeleht | Martin Vendelin | mp4 | pdf |
| C3 | Offences against public order and offences committed in public places in Estonia | Regita Luukas | Kadi-Riin Toomoja | - | mp4 | pdf |
| C5 | Determining The Influencing Factors on Groundwater Levels in Latvia | Marta Jemeljanova | Zane Walden Ferch | - | mp4 | pdf |
| C6 | Predicting House Prices | Anna-Stina Reinas | Laura Koldekivi | Abhishek Giri | mp4 | pdf |
| C7 | Heart-disease | Karl Gustav Gailit | Kertu-Carina Kallaste | Markus Kikkatalo | mp4 | pdf |
| C8 | Pet Popularity | Masud Rana | Erik Kõiv | - | mp4 | pdf |
| D1 | Progetiigri sponsorship analysis | Michelle Lukken | Kaupo Humal | Renno Sepp | mp4 | pdf |
| D2 | Bechdel test | Anette Habanen | Triin Schaffrik | - | mp4 | pdf |
| D3 | Student Profiling based on Moodle Log Data | Eino Johannes Tiirinen | Karl Suurkaev | Ines Anett Nigol | mp4 | pdf |
| D4 | Electricity Prices | Richard Kuklane | Jakob Tamm | Georg Šumailov | mp4 | pdf |
| D5 | Rabbithole - User Retention | Raiko Marrandi | Andre Viibur | Käroly Raudsepp | mp4 | pdf |
| D6 | Road accidents of Estonia | Merlin Raud | Philipp Alexander Hölscher | Kalmer Kaurson | mp4 | pdf |
| D7 | Eurovision-Results | Sander Soodla | Teele Tars | Maria Küüsvek | mp4 | pdf |
| D8 | Tartu Smart Bike Share | Hannaliina Rakovitš | Kati Sõer | Emma Belinda Semilarski | mp4 | pdf |
| D9 | Prediction of Premier League Results | Oliver Savolainen | Kaur Vali | Märt Tender | mp4 | pdf |
| D10 | Predicting crimes | Toomas Roosma | Rasmus Saame | - | mp4 | pdf |
| D11 | PrEneCon - Predicting Energy Consumption of Residential Buildings in Germany | Timotheus Gumpp | - | - | mp4 | pdf |
| D12 | Purifying Data | Krister Kansi | Evaldas Petnjunas | - | mp4 | pdf |
| D13 | Visualizing driving on Rally Estonia Track 3rd PRIZE! | Ehar Kala | Kristjan Paavel | Henri Tein | mp4 | pdf |
| D14 | Autonomous Driving | Roland Novoseltsev | Markus Sulg | Karl-Hendrik Veidenberg | mp4 | pdf |
| D15 | Covid Vaccination of Estonia | Karl Erik Ott | Kristofer Johan Arro | Rait Läll | mp4 | pdf |
| D16 | Kaggle - Board Games | Dmitri Sajutinski | Taavi Aru | Elis Teemus | mp4 | pdf |
| D17 | Kaggle - Trump tweets | Anna-Mai Allikmäe | Iris Luik | Susanna Mett | mp4 | pdf |
| D18 | Music Genre Prediction | Savelii Vorontcov | Eduard Žurin | Tatjana Ratilovskaja | mp4 | pdf |
| D19 | Diabetes classification-Knn-detailed | Khaoula Maker | Chaymaa Masslak | - | mp4 | pdf |
| D20 | Autonomous driving 3(Training a predictive model for a toy car to drive safely in a toy city) | Karl-Ingmar Adamson | Hans Kristjan Veri | Hendrik Parik | mp4 | pdf |
| D21 | Kaggle-Game-Sales | Viljam Ilves | Ats Tragel | - | mp4 | pdf |
| D23 | Hurricanes and Typhoons | Kwasi A. Boateng | Kristjan Solmann | Romain Sauvaget | mp4 | pdf |
| D24 | Smart Solar Power | Ruslan Ibragimov | Aleksandrs Rebriks | Ilja Pavlovs | mp4 | pdf |
