https://github.com/gilbertmunuotz/ipt-roadmap
My personal roadmap and progress tracker for becoming a ML Engineer.
https://github.com/gilbertmunuotz/ipt-roadmap
ai data-science learning-resources ml roadmap
Last synced: 5 months ago
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My personal roadmap and progress tracker for becoming a ML Engineer.
- Host: GitHub
- URL: https://github.com/gilbertmunuotz/ipt-roadmap
- Owner: gilbertmunuotz
- Created: 2025-08-28T21:27:23.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-09-22T14:54:58.000Z (10 months ago)
- Last Synced: 2025-09-22T16:35:21.473Z (10 months ago)
- Topics: ai, data-science, learning-resources, ml, roadmap
- Homepage:
- Size: 27.3 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# 📊 ML Engineer Journey – IPT Studies
Welcome to my personal roadmap and progress tracker for becoming a **ML Engineer**.
This repository documents my daily learning, practice, and projects as part of my **Industrial Practical Training (IPT)** August 2025 and self-study journey.
## 🚀 About This Repo
- 📌 Tracks my **day-by-day progress** in data science
- 🧑💻 Includes notes, exercises, and practice code
- 📚 Covers essential topics like:
- Python programming
- Data analysis
- Machine learning
- Data visualization
- Statistics & mathematics foundations
## 🗂️ Branch Structure
Each day of my learning has its own branch:
- `Day-1` → [IPT Papers & Day 1 Notes]
- `Day-2` → (to be added…)
- `Day-3` → (to be added…)
The `main` branch contains this README file.
## 🎯 Goals
1. Build strong foundations in **Python** and **statistics**
2. Learn and apply **machine learning algorithms**
3. Work on **real-world projects**
4. Document everything for consistency & accountability
## 🤝 Contributing
This is my personal learning journey, but if you have suggestions, resources, or improvements, feel free to **open an issue or PR**.
## 📬 Connect With Me
- GitHub: [@gilbertmunuotz](https://github.com/gilbertmunuotz)