✨ Welcome to Code Repository of Our Machine Learning Book ✨

This is the official source code from ITS Machine Learning Book Titled Machine Learning Menggunakan Python

🚀 Repository Updates

• [2025.09.06] We Release Some Python Tutorial Before Deep Dive Into This Book Code Repository In section0 Folder!
• [2025.07.18] Our Google Play Book Version Has Been Released In this link!
• [2025.03.31] Book Has Been Released!
• [2024.08.26] Code Release!

⁉️ Where To Buy Our Book

You can purchase our book through this link:

1. For Hardcopy Book, visit Tokopedia
2. For Electronic Book Version, visit Google Play Books

🏃 First Run Before Using This Repository

• First Give a star to this repository 😬😬😬
• Then, you need to clone and initialize this repository. For more details step please follow this tutorial How to Clone and Retrieve Update from Remote Repository.
• Then, make sure Python already installed in your device. You can download and install Python from Python Official Website. To make sure your Python installation completed you can run this code: python3 --version or python --version. Note: Sometimes for MacOS and Linux user, Python is already installed by default.
• Install required libraries by write this command in terminal/command prompt in this saved repository folders using pip3 install requirements.txt or pip install requirements.txt
• (Optional) If you already familiar with Python and have knowledge about programming, you can jump to section1 in this book. If Python is your first language or you are a new programmer, you can start to learn python in section0

❓ How To Use This Repository

You need to follow this tutorial below:

1. Section 0: Python Mini Tutorial
2. Section 1: Introduction
3. Section 2: Unsupervised Learning
4. Section 3: Supervised Learning
5. Section 4: Supervised Based on Function Learning
6. Section 5: Semi-Supervised Learning

🙋 FAQ

How to ask if there any problem using this code repository?

Please create a new issue in Issues section, add title for the issue, and describe the issue briefly. You can use bahasa or english when writing your issue.

Important: Before create an issue, please check existing open or closed issue first to avoid same issue being proposed again!!

📚 Useful Tutorials About Libraries

• How to Clone and Retrieve Update from Remote Repository
• How to Use Argument Parser in Python
• Numpy Documentation
• Pandas Documentation
• Matplotlib Documentation
• Seaborn Documentation

🔭 Citation

If you use this repository in your works, you can cite this book using available format from right side pane menu of this repository or cite this bibtex entry:

@book{fatichah2025machine,
  title={MACHINE LEARNING MENGGUNAKAN PYTHON},
  author={Fatichah, C. and Suciati, N. and Purwitasari, D. and Yuniarti, A. and Hidayati, S.C. and Navastara, D.A. and Bihanda, Y.G.},
  isbn={9786230146978},
  url={https://books.google.co.id/books?id=lR5xEQAAQBAJ},
  year={2025}
}