{"id":27107120,"url":"https://github.com/hfzdzakii/dicoding-shipclusteringanalysisdataandmodelling","last_synced_at":"2025-07-27T04:41:42.124Z","repository":{"id":282371932,"uuid":"947979229","full_name":"hfzdzakii/Dicoding-ShipClusteringAnalysisDataAndModelling","owner":"hfzdzakii","description":"This repo is a master submission for my Dicoding Final Project. Ship Performance Clustering Dataset was being used to fulfill the submission. 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Notebook used in this project was also a template provided by Dicoding.\n\n**Data Scientist** learning path can be found [here](https://www.dicoding.com/learningpaths/60)\n\n**Machine Learning for Beginners** course can be found [here](https://www.dicoding.com/academies/184-belajar-machine-learning-untuk-pemula)\n\nDataset that used in this project can be found [here](https://www.kaggle.com/datasets/jeleeladekunlefijabi/ship-performance-clustering-dataset)\n\nKaggle Notebook link can be found [here](https://www.kaggle.com/code/hafizhdzaki/ship-performance-clustering-data-analysis)\n\nSlide presentation for analysis result can be found [here](https://drive.google.com/file/d/1qhAR0K-fXakRzVJrvmwLMLAYrSrdvQkZ/view?usp=sharing)\n\n\u003cbr\u003e\n\n## Understanding Files\n\n1. [Clustering]_Submission_Akhir_BMLP_Muhammad_Hafizh_Dzaki.ipynb : Notebook designed to perform the clustering task and analyzed the results. This notebook used the input \u003cu\u003eShip_Performance_Dataset_Inisiasi.csv\u003c/u\u003e and outputed a csv file named \u003cu\u003eShip_Performance_Dataset_Clustering.csv\u003c/u\u003e for further classification.\n2. [Klasifikasi]_Submission_Akhir_BMLP_Muhammad_Hafizh_Dzaki.ipynb : Notebook designed to perform the classification task from previous clustering task. This notebook used the input \u003cu\u003eShip_Performance_Dataset_Clustering.csv\u003c/u\u003e.\n3. Ship_Performance_Dataset_Clustering.csv : Csv file contains row of data with cluster pretended as its label.\n4. Ship_Performance_Dataset_Inisiasi.csv : Initial csv file.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhfzdzakii%2Fdicoding-shipclusteringanalysisdataandmodelling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhfzdzakii%2Fdicoding-shipclusteringanalysisdataandmodelling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhfzdzakii%2Fdicoding-shipclusteringanalysisdataandmodelling/lists"}