Python Notebook Templates: 150+ Ready-to-Use Projects for Your Portfolio
There are 3 Python notebook template bundles, 50 projects each (150+ notebooks total), priced at Rp149,000 (about USD 9) per bundle with lifetime access. All use real Kaggle data, 50/50 notebooks validated to run without errors, fully explained (what, why, what it means), and structured progressively across 6 modules from EDA to an end-to-end capstone.
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Why learn from notebook templates
- 100% real Kaggle data, not tidy dummy numbers.
- Line-by-line explanations: what the code does, why, and what it means.
- Progressive 6 modules: foundations & EDA, visualization, regression, classification, unsupervised, capstone.
- Ready-to-use toolkit: EDA and evaluation helpers in utils/ you can import into your own projects.
- 3 specialized bundles: Data Science & Machine Learning, Finance & Accounting, and HR Analytics.
- Exclusive WhatsApp discussion group to ask questions when you are stuck.
Learn more: Online AI Classes at rubythalib.ai Academy · Guide to Learning AI from Zero to Job-Ready
Key Facts
- 40+ Indonesian companies served (since 2022).
- 1000+ professionals trained through rubythalib.ai classes & corporate training.
- 500+ participants in in-house corporate AI training from Indonesian enterprises.
- 28+ public AI classes (bootcamps, live classes, video courses) delivered.
Frequently Asked Questions
What format are they and how do I use them?
They are Jupyter notebooks (.ipynb) you can open in Jupyter, VS Code, or Google Colab. Outputs are already embedded so you can read them offline without rerunning, and EDA plus evaluation helpers live in the utils/ folder for reuse in your own projects.
Are they suitable for beginners?
Yes. No Python mastery required: the material is progressive from the basics across 6 modules, and every line of code explains what it does, why, and what it means.
Do I need to prepare my own data?
No. Every project already uses real Kaggle datasets, so you practice on genuinely messy real-world data without collecting anything yourself.
Can I use the notebooks for my portfolio?
Yes. Notebook Templates are built to become a real portfolio you can show recruiters, with 50 projects per bundle including exercises and answer keys.