Projects
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 virtual poster session on Thursday, December 17, 2020 at 14:00-17:00.
Virtual poster session: December 17, 2020 at 14:00-17:00
| Time | Theme | Location link |
|---|---|---|
| 14:00-14:05 | Introduction | Hall A (Zoom link) |
| 14:05-15:30 | Posters A1-A20 | Hall A (Zoom link) |
| 14:05-15:30 | Posters C1-C22 | Hall C (Zoom link) |
| 15:30-16:55 | Posters B1-B8 | Hall B (Zoom link) |
| 15:30-16:55 | Posters D1-D24 | Hall D (Zoom link) |
| 16:55-17:00 | Best project awards ceremony | Hall D (Zoom link) |
| Project number | Project title | Team member 1 | Team member 2 | Team member 3 | Link to MP4 | Link to PDF |
|---|---|---|---|---|---|---|
| A1 | PIPEDRIVE-IDS02 | Samar Abed | Maarika Markus | - | mp4 | |
| A2 | 4N - Negative News Neural Nest | Dan Pavlovič | Daria Pisetskaya | - | mp4 | |
| A3 | AdductFingerprint | Anneli Kruve-Viil | - | - | mp4 | |
| A4 | EESTI-X-TEE-HICCUPS | Mari Seeba | Joosep Tavits | - | mp4 | |
| A5 | Big Baby 3rd PRIZE! | Herman Rull | Joonas Halapuu | Aron Sisask | mp4 | |
| A6 | Diabetes prediction | Magnus Karlson | Ekaterina Sedykh | Kayahan Kaya | mp4 | |
| A7 | KAGGLE-MOA | Cheung Wai Chan | Seyedeh Elnaz Sadat Mansouri | Janar Aava | mp4 | |
| A8 | Tech-Health | Magnar Salei | Hendrik Ojamaa | - | mp4 | |
| A9 | Instrument Classification in Music | Alexandra Elsakova | Ali Jafarov | Mathias Plans | mp4 | |
| A10 | US Police Shootings 2015-2020 | Patrik Pruunsild | Enri Täär | - | mp4 | |
| A11 | KAGGLE-REAL-ESTATE | Sander Ruusmaa | Uku Roio | Georg Demidov | mp4 | |
| A12 | DRONE-DETECTION | Risto Künnapas | Friedrich Krull | - | mp4 | |
| A14 | Movie Score Prediction | Marten Mark | Karl Soosalu | Mark Alexander Helme | mp4 | |
| A15 | SIS - grade analysis | Rene Kütt | Mark Erik Pani | Hannes Lokko | mp4 | |
| A16 | Estonian cars statistics according to Republic of Estonia Road Administration’s | Marten Kuusmann | Silver Kolde | Taavi Karelson | mp4 | |
| A17 | KAGGLE-NOBEL | Teele Tani | Tuule Tani | - | mp4 | |
| A18 | KAGGLE-RED WINE QUALITY | Georg Nero | Maria Mängel | Kätlin Krabbi | mp4 | |
| A19 | Nutrition Facts for US McDonald's Menu | Max Frolov | Kaspar Saarem | - | mp4 | |
| A20 | PEAASI data analysis | Carmen Akkermann | Kristiina Kuningas | Pilleriin Jukk | mp4 | |
| B1 | Anime recommendation | Ahto Türkson | Bogdan Mihhailjuk | - | mp4 | |
| B2 | Predicting movie revenue | Kristjan Korela | norman pirk | Joonas Püks | mp4 | |
| B3 | STOCK MARKET. Using neural networks for stock market prediction | Allan Alikas | Elena Novikova | Marvin Vihman | mp4 | |
| B4 | Recommendation system for an online casino | Kristjan Lõhmus | - | - | mp4 | |
| B5 | KVEE 1st PRIZE!!! | Marko Sasi | Mattias Sokk | Gervin Ilus | mp4 | |
| B6 | KAGGLE-EDIBILITY-OF-MUSHROOMS | Andrei Tambovtsev | Semjon Kravtšenko | - | mp4 | |
| B7 | Bias estimation in PPI datasets | Klavs Jermakovs | Frida Matiyevskaya | - | mp4 | |
| B8 | Study of HIV epidemiology indicators and treatments for children and adolescents. | Kristjan Pekk | Pärt Alango | Yaiza Rubio Chavida | mp4 | |
| C1 | IDS02 - Assign topics to customer support messages | Uladzislava Kastsitsyna | Maris Popens | - | mp4? | pdf? |
| C2 | KAGGLE-METEORITE-LANDINGS | Cathy Toomast | Kseniia Leshchenko | Victor Rebecq | mp4 | |
| C3 | Modelling wine quality based on physicochemical tests | Abdelrahman Galal Mohamed Anwar Elnahas | Fidan Rustambayli | Kristiina Kulbok | mp4 | |
| C4 | KAGGLE-NYC-AIRBNB | Elen Liivapuu | Anton Slavin | - | mp4 | |
| C5 | EUROSTAT-HPIP | Timofei Ganjusev | Natalie Atamanova | - | mp4 | |
| C6 | Rediscovering historic pictures with AI | Anette Maria Kuklane | Henri Harri Laiho | - | mp4 | |
| C7 | KAGGLE-WINE-REVIEW | Henri Sellis | Juhan Tamm | - | mp4 | |
| C8 | Estimating Bolt user penetration in Tartu | Anne Jääger | Hanna Maria Mägi | Milinda Tayashan | mp4 | |
| C9 | KAGGLE - Drug Overdose | Joosep Albre | Mihkel Järviste | Allar Kalina | mp4 | |
| C10 | FACTORS THAT AFFECT CO2 EMISSIONS | Andres Püss | Karel Paan | Merilin Rääk | mp4 | |
| C11 | Predicting the causes and frequency of US wildfires | Andre Anijärv | Kaarel Kangro | Anna Talas | mp4 | |
| C12 | 900,000 Hands of BlackJack Results | Markkus Koodi | Kristjan Pühvel | - | mp4 | |
| C13 | 2020 US ELECTION TWEETS ANALYSIS | Indrek Anissimov | Lemmo Lavonen | Karl Parelo | mp4 | |
| C14 | European Soccer Database Predictions Project | Mathias Are | Hans Matthias Andreas | - | mp4 | |
| C15 | Playing Stone Age | Uku Hannes Arismaa | Kevin Kekki | Joosep Näks | mp4 | |
| C16 | 2018, 2019 & 2020 math exam results in Estonia | Tauno Tamm | Brandon Loorits | - | mp4 | |
| C17 | Predicting cancer tissue of origin based on gene expression profile | Danat Yermakovich | Kati Koido | Maksym Zarodniuk | mp4 | |
| C18 | Estimating Bolt user penetration in cities | Abasi-Amefon Affia | Anton Katsuba | Sander Roosalu | mp4 | |
| C19 | Oscars&Golden Globes from 1944 to 2020 | Rene Aleksander Truuts | Erik Kim | - | mp4 | |
| C20 | Predicting UEFA Euro 2020 results from international football results | Pelle Holden Porila | Kristo Markov | - | mp4 | |
| C21 | Predictive Maintenance | Gaurav Garg | Rahul Goel | - | mp4 | |
| C22 | TARTU SMART BIKE | Keit Järve | Elina Meier | - | mp4 | |
| D1 | KAGGLE-HOUSE PRICES | Sandra Lannes | Sarah Lannes | Danver Hans Värv | mp4 | |
| D2 | D2-KAGGLE-VOLCANOES | Maiken Veedla | Agnes Peetrik | - | mp4 | |
| D3 | Archer’s scores and training volume | Alexandra Põllumäe | Lisa-Batricia Karu | Sander Sõrmus | mp4 | |
| D4 | Predicting conflicts in genetic variant classification | Alex Ajangu | Kaspar Põder | Miriam Nurm | mp4 | |
| D5 | UFC Fight Prediction | Henrik Lepson | Tanel Orumaa | Helar Jaadla | mp4 | |
| D6 | Real estate price prediction | Kaarel Vesilind | Marten Vainult | Tarmo Pungas | mp4 | |
| D7 | IDS05-Bolt | Nora Anete Müller | Martin Vilt | Hans Kristjan Urm | mp4 | |
| D8 | Fires in Estonia 2nd PRIZE!! | Kati Ilus | Geitrud Pank | Karolin Kivilaan | mp4 | |
| D9 | ICT SECURITY ANALYSIS | Kristiina Köster | Tõnis Rahe | Mai Ristioja | mp4 | |
| D10 | Chesstelmen | Joosep Postov | Priit Pärn | Priit Vallap | mp4 | |
| D11 | KAGGLE-MobileApps | Maxim Makarsky | Aleksander Daniel Veske | Jelizaveta Kuznetsova | mp4 | |
| D12 | VEHICLE REGISTRY ANALYSIS | Allan Loo | Karl Rapur | - | mp4 | |
| D13 | World Happiness Report | Laura Raudsepp | Anna-Helena Salurand | Raul Niit | mp4 | |
| D14 | Analysis of Kickstarter projects information to predict possible outcome | Jakob Univer | Karl Hendrik Bachmann | Emil Koemets | mp4 | |
| D15 | Fake news detection | Marten Türk | Siim Langel | Markus Herman Tiik | mp4 | |
| D16 | KAGGLE-House-Prices | Kalmer Keerup | Mehis Taevere | Arlo Tammekun | mp4 | |
| D17 | KAGGLE-PUBG-placement | Oskar Randmer | Gustav Nikopensius | - | mp4 | |
| D18 | KAGGLE- Predicting powerlifting performance | Tiit Vaino | Robert Reimann | - | mp4 | |
| D19 | Kaggle World Happiness Report | Robert Leht | Ellen Leib | Kadi Sammul | mp4 | |
| D20 | US Elections 2020 tweets | Taniel Saarevet | Eero Ääremaa | - | mp4 | |
| D21 | KAGGLE-International football | Mikk Viigand | Hergo Hansman | Illimar Laanisto | mp4 | |
| D23 | Project D23: KAGGLE-FAKE NEWS DETECTION | Katre Tiku | Liisa Tatar | Carolin Lüübek | mp4 | |
| D24 | Basic models for crypto | Markus Aksli | Mark Robin Kalder | Risto Luik | mp4 |
Project information submission deadline: 14th of December, at noon (12:00).
You will have to fill in a short form with information about your project:
https://forms.gle/dkG719mMeUfMa9Mk7
Project poster PDF submission deadline: 14th of December, at noon (12:00).
By submitting your poster here you give permission for the instructors to make the poster publicly available (at least until the end of the course).
Sellele ülesandele ei saa hetkel lahendusi esitada.
Project 3-minute video MP4 submission deadline: 14th of December, at noon (12:00).
By submitting your video here you give permission for the instructors to make the poster publicly available (at least until the end of the course).
Sellele ülesandele ei saa hetkel lahendusi esitada.