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1. improving_ML_performance improving_ML_performance Public

   Improving Machine Learning Performance by: feature engineering, oversampling and hyperparameter tuning

   Jupyter Notebook

2. ml_zoomcamp ml_zoomcamp Public

   The code and notes for the Machine Learning ZoomCamp.

   Jupyter Notebook 1

3. forest_fires_prediction forest_fires_prediction Public

   The experiment project for predicting the burned area of the forest fires specifically in the northeast region of Portugal, based on the spatial, temporal and weather variables where the fire is sp…

   Jupyter Notebook 5 1

4. binary_classification_text_messages binary_classification_text_messages Public

   The repository of spam messages classification using LSTM, Bi-LSTM and GRU.

   Jupyter Notebook

5. elasticsearch elasticsearch Public

   This repository contain my assignment ('ElasticSearch') for Advanced Information Retrieval Course at University of Indonesia.

   Jupyter Notebook

6. indexing_and_querying_BM25_DLM indexing_and_querying_BM25_DLM Public

   This repository contains my work for the Assignment of Advanced Information Retrieval Course at the University of Indonesia. Assignment: Indexing and Querying using BM25 and Dirichlet Language Mode…

   Jupyter Notebook