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rifkyahmadsaputra's Projects

data-analysis-and-visualization-on-utbk-2019 icon data-analysis-and-visualization-on-utbk-2019

In this project, I do some analysis and visualization on samples of scores UTBK SBMPTN 2019 data. I do that because I want to find informations and insights about UTBK in 2019, e.g. what majors and universities are the most favourite in 2019, distribution of participants UTBK scores in 2019, etc.

hollywood-movies-visualizations-and-recommender-system icon hollywood-movies-visualizations-and-recommender-system

In this project, I do some analysis, visualizations, and then create movie recommender system on imdb data. I do that because I want to know more about movies, especially Hollywood movies. Therefore, I do analysis and visualization on imdb data which is contain informations about movies, e.g. who is produced, when the movies release, rating movies, budget and income, etc. After that, I create movie recommender system, which is the system will recommend top 10 similar movies based on the movie that has been input by the user.

prediction-bitcoin-price-with-gated-recurrent-unit-rnn icon prediction-bitcoin-price-with-gated-recurrent-unit-rnn

In this project, I created prediction model for predict bitcoin price with Gated Recurrent Unit Model. GRU is a gating mechanism in recurrent neural networks (RNN) similar to a long short-term memory (LSTM), GRU have more simple computation and faster than LSTM because have fewer number of gates.

titanic-survivor-prediction icon titanic-survivor-prediction

At this time, I will share my work which is a prediction titanic survivor from kaggle. This is beginner competition from kaggle, that is, using machine learning to create a model that predicts which passengers survived the Titanic shipwreck (Source : https://www.kaggle.com/c/titanic).

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