https://github.com/bjornmelin/curated-ai-ml-course-projects
🚀 Curated AI & ML Course Projects – A handpicked collection of experiments, tutorials, and real-world projects from various AI, ML, deep learning, and Hugging Face courses. Explore structured, hands-on learning in one central repository.
https://github.com/bjornmelin/curated-ai-ml-course-projects
ai coursework data-science deep-learning huggingface jupyter-notebooks machine-learning ml neural-networks projects python tutorials
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🚀 Curated AI & ML Course Projects – A handpicked collection of experiments, tutorials, and real-world projects from various AI, ML, deep learning, and Hugging Face courses. Explore structured, hands-on learning in one central repository.
- Host: GitHub
- URL: https://github.com/bjornmelin/curated-ai-ml-course-projects
- Owner: BjornMelin
- License: mit
- Created: 2025-02-02T22:25:43.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-02-03T01:26:10.000Z (4 months ago)
- Last Synced: 2025-02-12T07:01:33.625Z (4 months ago)
- Topics: ai, coursework, data-science, deep-learning, huggingface, jupyter-notebooks, machine-learning, ml, neural-networks, projects, python, tutorials
- Homepage:
- Size: 2.2 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 🚀 Curated AI & ML Course Projects
> A handpicked collection of projects, assignments, and experiments from various AI and ML courses—including Machine Learning Specialization, Deep Learning Specialization, and Hugging Face Agents. Explore structured, hands-on learning and discover the evolution of cutting-edge AI techniques!
[](https://python.org)
[](https://jupyter.org)
[](LICENSE)
[](https://github.com/YourUsername/curated-ai-ml-course-projects/issues)
---
## 📚 Table of Contents
- [✨ Features](#-features)
- [📁 Repository Structure](#-repository-structure)
- [🛠️ Technology Stack](#️-technology-stack)
- [🚀 Getting Started](#-getting-started)
- [📚 How to Reference](#-how-to-reference)
- [🤝 Contributing](#-contributing)
- [📝 License](#-license)
- [👨💻 Author](#-author)
---
## ✨ Features
- **Organized Learning:** Structured directories for each course and module.
- **Comprehensive Documentation:** Detailed READMEs and in-code comments for every project.
- **Interactive Examples:** Jupyter notebooks and scripts for hands-on learning.
- **Diverse Projects:** From foundational ML assignments to advanced deep learning experiments.
- **Continuous Growth:** Regular updates as new courses and experiments are added.
---
## 📁 Repository Structure
Below is an overview of the repository structure to help you navigate the content easily:
```mermaid
graph TD;
A[Curated AI & ML Course Projects]
A --> B[MachineLearningSpecialization]
A --> C[DeepLearningSpecialization]
A --> D[HuggingFaceAgents]
B --> E[Week01_Introduction]
B --> F[Week02_SupervisedLearning]
C --> G[Module1_NeuralNetworks]
C --> H[Module2_ConvolutionalNetworks]
D --> I[Project1]
D --> J[Project2]
```
Each top-level folder represents a course or specialization, with subdirectories for individual weeks, modules, or projects. Detailed documentation within each folder will guide you through the learning objectives and code implementations.
---
## 🛠️ Technology Stack
This repository leverages a variety of tools and frameworks that power modern AI and ML workflows:
- **Programming:** Python
- **Interactive Coding:** Jupyter Notebooks
- **Machine Learning Libraries:** scikit-learn, TensorFlow, PyTorch
- **Data Manipulation:** NumPy, pandas
- **Visualization:** Matplotlib, Seaborn, Plotly
- **Version Control:** Git & GitHub
---
## 🚀 Getting Started
### Prerequisites
Make sure you have the following installed on your system (Preferred Python 3.11):
- [Python 3.9+](https://www.python.org/downloads/)
- [Jupyter Notebook](https://jupyter.org/install)
- Git
### Installation
1. **Clone the Repository:**
```bash
git clone https://github.com/BjornMelin/curated-ai-ml-course-projects.git
cd curated-ai-ml-course-projects
```
2. **Create and Activate a Virtual Environment:**
```bash
python -m venv env
source env/bin/activate # On Windows use `env\Scripts\activate`
```
3. **Install Dependencies:**
```bash
pip install -r requirements.txt
```
4. **Launch a Jupyter Notebook:**
```bash
jupyter notebook
```
Explore the course directories and open the notebooks to start experimenting with the code and concepts.
---
## 📚 How to Reference
If you find this repository useful for your research or projects, please consider citing it:
```bibtex
@misc{BjornMelin2025CuratedAIML,
author = {Bjorn Melin},
title = {Curated AI \& ML Course Projects},
year = {2025},
publisher = {GitHub},
url = {https://github.com/BjornMelin/curated-ai-ml-course-projects},
note = {A curated collection of AI and ML projects from various online courses.}
}
```
Standard Citation:
```
Melin, B. (2025). curated-ai-ml-course-projects: Curated AI & ML Course Projects. GitHub. https://github.com/BjornMelin/curated-ai-ml-course-projects
```
---
## 🤝 Contributing
Contributions are welcome! If you'd like to add a project, improve documentation, or suggest changes:
1. Fork the repository.
2. Create your feature branch: `git checkout -b feature/your-feature`
3. Commit your changes: `git commit -am 'Add some feature'`
4. Push to the branch: `git push origin feature/your-feature`
5. Open a pull request.
Please make sure to follow the existing code style and write clear commit messages.
---
## 📝 License
This project is licensed under the [MIT License](LICENSE). Feel free to use, modify, and distribute the code.
---
## 👨💻 Author
**Bjorn Melin**
[GitHub](https://github.com/BjornMelin) • [LinkedIn](https://www.linkedin.com/in/bjorn-melin) • [Website](https://bjornmelin.io)
---
Made with ❤️ and ☕ by Bjorn Melin