- This is personal curated competitions list of kaggle competitions.
- To challenge myself and learn on the process.
- Repo for Audio, NLP, Vision and Tabular data competitions.
| Competition Name | Context | Attemptted | Link |
|---|---|---|---|
| Natural language Processing | |||
| Quora Question Pairs | Can you identify question pairs that have the same intent? | Yes | https://www.kaggle.com/c/quora-question-pairs/ |
| Contradictory, My Dear Watson | Detecting contradiction and entailment in multilingual text using TPUs | Yes | https://www.kaggle.com/c/contradictory-my-dear-watson/overview |
| tensorflow2-question-answering | Identify the answers to real user questions about Wikipedia page content | No | https://www.kaggle.com/c/tensorflow2-question-answering |
| Tweet Sentiment Extraction | Extract support phrases for sentiment labels | No | https://www.kaggle.com/c/tweet-sentiment-extraction |
| Audio Processing | |||
| Rainforest Connection Species Audio Detection | Automate the detection of bird and frog species in a tropical soundscape | Yes | https://www.kaggle.com/c/rfcx-species-audio-detection |
| Freesound Audio Tagging 2019 | Automatically recognize sounds and apply tags of varying natures | No | https://www.kaggle.com/c/freesound-audio-tagging-2019 |
| Cornell Birdcall Identification | Build tools for bird population monitoring | Yes | https://www.kaggle.com/c/birdsong-recognition/overview |
| Computer Vision | |||
| ALASKA2 Image Steganalysis | Detect secret data hidden within digital images | Yes | https://www.kaggle.com/c/alaska2-image-steganalysis |
| Prostate cANcer graDe Assessment (PANDA) Challenge | Prostate cancer diagnosis using the Gleason grading system | No | https://www.kaggle.com/c/prostate-cancer-grade-assessment |
| VinBigData Chest X-ray Abnormalities Detection | Automatically localize and classify thoracic abnormalities from chest radiographs | Yes | https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection |
| Human Protein Atlas - Single Cell Classification | "Find individual human cell differences in microscope images | No | https://www.kaggle.com/c/hpa-single-cell-image-classification/overview |
| Tabular Data | |||
| 2019 Data Science Bowl | Uncover the factors to help measure how young children learn | No | https://www.kaggle.com/c/data-science-bowl-2019 |
| Jane Street Market Prediction | Test your model against future real market data | No | https://www.kaggle.com/c/jane-street-market-prediction |
| Mechanisms of Action (MoA) Prediction | Can you improve the algorithm that classifies drugs based on their biological activity? | Yes | https://www.kaggle.com/c/lish-moa |
| INGV - Volcanic Eruption Prediction | Discover hidden precursors in geophysical data to help emergency response | Yes | https://www.kaggle.com/c/predict-volcanic-eruptions-ingv-oe |