Posts listed under tag: competition
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Kaggle Playground Series S4E5 - Regression with a Flood Prediction Dataset
In this notebook we will be working on the following Kaggle Challenge on a flood detection problem where the goal is to predict the probability of a region flooding based on various factors. -
Bank Churn Exploration and Binary Classification
In this notebook we will explore a synthetic bank customer churn dataset used in a Kaggle community prediction competition, treating this like a real world problem and avoiding the use of any performance-boosting tricks that is are only specific to this competition dataset (i.e. utilizing data leakages due to the syntheticity of the data. -
Multi-Class Prediction of Obesity Risk
In this notebook we take a look at a [Kaggle Playground Series](https://www.kaggle.com/competitions/playground-series-s4e2) competition where users submit their predictions for a multi-class classification problem on the sample's weight class.
1 numpy pandas matplotlib seaborn scikit-learn classification statistics nlp fun scipy dimensionality_reduction webscrape tensorflow computer_vision requests html bs4 transfer_learning regression pytorch nltk multiprocessing kaggle generative_ai featured competition transformers statsmodels statsmodel sql recommendation ollama object_detection langchain forecast flask embedding database cv2 automation api tkinter statistics math gradio