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Fuad_Khalit's Projects

credit_scorecard_model icon credit_scorecard_model

Using R language to create credit scorecard model using supervised learning technique by applying 3 algorithm (Naive Bayes, Random Forest and Multilayer perceptron). Utilizing standard package such as caret, ggplot and big data package in H2O to increase computation power by setting up cluster to run distributed parallel computing in local machine.

spell_corrector_system_nlp icon spell_corrector_system_nlp

Created NLP rules-based programming using noisy channel model for spell correction system. User interface generated by applying TKinter library.

walmart_sales_forecast icon walmart_sales_forecast

Using kaggle dataset of 'Walmart Store Sales Forecasting' and utilize Tableau data visualization to generate holiday analysis infographic for exploratory data analysis (EDA). Created time series model using SAS Enterprise Miner to forecasting sales.

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