https://github.com/hfzdzakii/dicoding-shipclusteringanalysisdataandmodelling
This repo is a master submission for my Dicoding Final Project. Ship Performance Clustering Dataset was being used to fulfill the submission. Feel free to explore and I hope my work give you some insight!
https://github.com/hfzdzakii/dicoding-shipclusteringanalysisdataandmodelling
clustering data-analysis machine-learning
Last synced: 11 months ago
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This repo is a master submission for my Dicoding Final Project. Ship Performance Clustering Dataset was being used to fulfill the submission. Feel free to explore and I hope my work give you some insight!
- Host: GitHub
- URL: https://github.com/hfzdzakii/dicoding-shipclusteringanalysisdataandmodelling
- Owner: hfzdzakii
- License: mit
- Created: 2025-03-13T14:52:32.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-23T06:28:32.000Z (over 1 year ago)
- Last Synced: 2025-03-23T07:26:56.827Z (over 1 year ago)
- Topics: clustering, data-analysis, machine-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 3.39 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Dicoding Final Project - Building a Machine Learning Project
- Created by : Muhammad Hafizh Dzaki
- Last Edited On : March 2025
This project was created to fulfill the completion of the **Machine Learning for Beginners** course in the **Data Scientist** learning path on [Dicoding](https://www.dicoding.com). Notebook used in this project was also a template provided by Dicoding.
**Data Scientist** learning path can be found [here](https://www.dicoding.com/learningpaths/60)
**Machine Learning for Beginners** course can be found [here](https://www.dicoding.com/academies/184-belajar-machine-learning-untuk-pemula)
Dataset that used in this project can be found [here](https://www.kaggle.com/datasets/jeleeladekunlefijabi/ship-performance-clustering-dataset)
Kaggle Notebook link can be found [here](https://www.kaggle.com/code/hafizhdzaki/ship-performance-clustering-data-analysis)
Slide presentation for analysis result can be found [here](https://drive.google.com/file/d/1qhAR0K-fXakRzVJrvmwLMLAYrSrdvQkZ/view?usp=sharing)
## Understanding Files
1. [Clustering]_Submission_Akhir_BMLP_Muhammad_Hafizh_Dzaki.ipynb : Notebook designed to perform the clustering task and analyzed the results. This notebook used the input Ship_Performance_Dataset_Inisiasi.csv and outputed a csv file named Ship_Performance_Dataset_Clustering.csv for further classification.
2. [Klasifikasi]_Submission_Akhir_BMLP_Muhammad_Hafizh_Dzaki.ipynb : Notebook designed to perform the classification task from previous clustering task. This notebook used the input Ship_Performance_Dataset_Clustering.csv.
3. Ship_Performance_Dataset_Clustering.csv : Csv file contains row of data with cluster pretended as its label.
4. Ship_Performance_Dataset_Inisiasi.csv : Initial csv file.