Simple project to help student understands what was being taught and also to improve students programming skill.
Some of the projects are available on my github.

Convolutional Neural Network

Making implementation of convolutional neural network from scratch.
Built in Python.
Author : Vivianni, Yoel Susanto, Jesslyn Nathania

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Fraud Detection

Data mining project and discussion to detect whether a transaction is categorized as fraud transaction or not.
Tools: Scikit learn, Pandas and Jupyter Notebook
Author : Vivianni, Lydia Astrella Wiguna, Harry, M Hanif

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Earthquake Information

Earthquake location information in a spatial map based on spatial database.
Built in NodeJs, React, PostgreSQL with extension PostGIS.
Author : Vivianni, Jofiandy Leonata

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Car Price Prediction

Data mining project to predict car price based on features with provided dataset.
Tools: Scikit learn, Pandas and Jupyter Notebook
Author : Vivianni, Lydia Astrella Wiguna, Harry, M Hanif

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Recurrent Neural Network

Making implementation of recurreent neural network from scratch until forward propagation step.
Built in Python.
Author : Vivianni, Yoel Susanto, Jesslyn Nathania

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Movie Genre Classification

Making classification based on movie subtitle and synopsis dataseet.
Tools: Jupyter Notebook.
Author : Vivianni, Eginata Kasan, Jesslyn Nathania

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Twitter Social Network

Triagle counting of twitter social network with map reduce algorithm
Built in C++ with Hadoop as tools.
Author : Vivianni, Eginata Kasan, Yoel Susanto

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Temporal Database

Implementing temporal database query in PostgreSQL.
Built in NodeJs, React, PostgreSQL.
Author: Vivianni, Karina Iswara, Lydia Astrella, Gama Pradipta, Mahanti Indah

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Recommendation System

Data mining project to make a model that can recommend movie based on rating.
Tools: Scikit learn, Pandas and Jupyter Notebook
Author : Vivianni, Lydia Astrella Wiguna, Harry, M Hanif

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