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Machine Learning Team

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

Theme

Ocean and Maritime Economy

Technology we to use in the Machine Learning

  • 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.

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