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Forecasting WNV Outbreaks in Chicago
Subreddit Classifier: r/CryptoCurrency vs r/investing
Predicting Ames Housing Prices
2019 Global Coronavirus Infection and Mortality
Unsupervised NLP: Topic Modelling of Online Female Conversations
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Luka Projects
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Python
Forecasting West Nile Virus Outbreaks in Chicago
Geo-mapping | Resampling (SMOTE, ADASYN) | Gradient Boosting (XGBoost, Light GBM) | Decision tree classifier | AUC | Confusion matrix | Cost-benefit analysis | Python
Subreddit Classifiers: r/CryptoCurrency vs r/investing
Web scraping | Push-shift API | Tokenisation | Regex | Vectorisation | Natural Language Processing (NLP) | NLTK | Logistic regression | naive Bayes classifier | GridSearchCV | Python
Predicting Ames Housing Prices
Feature scaling
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Label encoding |
Feature engineering | Correlation matrix | Feature selection | Train-test split | Linear regression | Regularisation | Hyperparameter tuning | Python
Tableau
2019 Global COVID-19 Infection and Mortality
Geospatial data visualisation | Bubble chart | Data transformation | Calculated field | Tableau
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