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Introduction-to-Data-Mining-Course-Material

About This Repository:

  • Lecturer : Dr. Adhitya Ronnie Effendie, S.Si., M.Si., M.Sc. and Mohamad Fahruli Wahyujati, S.Si., M.Si
  • Laboratory Assistant : Ahmad Habib Hasan Zein, Iqbal Hanif Anggita Adi, and Muhammad Zaki Nurkholis
  • Start Date : 22 February 2023
  • End Date : -

List of Content:

  • Week 1 - Introduction to Python
  • Week 2 - Statistics Descriptive and Data Preprocessing (Cleaning)
  • Week 3 - Group Presentation 1-4
  • Week 4 - Preprocessing (Cleaning) Part 2
  • Week 5 - Preprocessing (Transformation & Dimensionality Reduction)
  • Week 6 - Association Rule
  • Week 7 - Ujian Tengah Semester
  • Week 8 - Pembahasan Ujian Tengah Semester
  • Week 9 - Machine Learning Supervised Learning (Decission Tree)
  • Week 10 - Machine Learning Supervised Learning (Random Forest)

List of Assignments:

  • Task 1 - Deadline : Tuesday, 28 February 2023, 00:00

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  • Jupyter Notebook 100.0%