Machine Learning Team

Bangkit ID	Name	Learning Path	University
M128BSY0948	Heical Chandra Syahputra	Machine Learning	Poliketnik Negeri Jakarta
M128BSY1852	Andra Rizki Pratama	Machine Learning	Poliketnik Negeri Jakarta
M015BSY0866	Novebri Tito Ramadhani	Machine Learning	Universita Negeri Yogyakarta

Theme

Ocean and Maritime Economy

Python : The main programming language will be used in this project
Google Collabs : For collaborative machine learning model development.
TensorFlow/scikit-learn : Framework for building a model.
Keras API from TensorFlow : an API from tensorflow for building a model.
Git/GitHub : Version control and collaborative development.
Matplotlib/Seaborn : Useful to visualize data used for ML development.
Numpy : Open-source library for data preparing and manipulating.
Pandas : library for data structures and operations for manipulating numerical tables and time series.
Pre-trained model for image classification : for transfer learning on marine product grading model .
Marine product price dataset : dataset for price recommendation model.
Fresh marine product dataset : dataset for marine product grading model.
Spoiled marine product dataset : dataset for marine product grading model.
Decision to sail dataset : dataset for sailing decision model.