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1. techlympics-rapidinsights techlympics-rapidinsights Public

   A project initiated to enhance Malaysia's public transportation system with forecasted demand and appropriate responses. The model developed is Random Forest with Fourier Transformation to predict …

   Python

2. datameka-singapore-housing-price-prediction datameka-singapore-housing-price-prediction Public

   A project initiated to participate in DataMeka Singapore Competition to predict house prices. Multiple models are developed and compared, whereas LightGBM performs the best.

   Jupyter Notebook

3. spark-process-resume spark-process-resume Public

   A project initiated to save time using spark to process huge amount of text records (approximately 20k instances).

   Jupyter Notebook

4. bike-store-analysis bike-store-analysis Public

   An assignment project to analyze the bike's sales for Trek Bikes corporation. 3-pages dashboard is built with Power BI to analyze the data and identify interesting insights for data-driven recommen…

   1

5. review-classification review-classification Public

   Assignment project to analyze review text and build a machine learning model to classify reviews to 5 classes of ratings. CNN-LSTM model is developed with Word2Vec Embeddings to classify the text.

   Jupyter Notebook

6. ScrapeSteamData ScrapeSteamData Public

   To enhance efficiency, Scrapy is used to scrape data from Steam Game Platform to identify best free games.

   Python