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

Contact

Contact me through to become colaborator or pull request:

• https://www.linkedin.com/in/ahmad-habib-hasan-zein-88ab57216
• ahmad.habib.hasan@mail.ugm.ac.id