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Applied AI Engineering Postgraduate Program β€” Study Projects

This repository gathers all practical projects developed during my Artificial Intelligence postgraduate program. Each folder contains an independent example project, exploring concepts, techniques, and tools learned throughout the course.

πŸ”— Postgraduate program official website

Objective

  • Consolidate learning through hands-on projects
  • Explore different areas of Artificial Intelligence
  • Build a technical study portfolio
  • Document experiments and learnings

πŸ“ Repository Structure

Each directory represents a separate project:

.
β”œβ”€β”€ project-01-name/
β”‚   β”œβ”€β”€ README.md
β”‚   └── project-files
β”‚
β”œβ”€β”€ project-02-name/
β”‚   β”œβ”€β”€ README.md
β”‚   └── project-files
β”‚
└── ...

Each project may include:

  • Problem description
  • Objectives
  • Technologies used
  • Setup and execution instructions
  • Results and learnings

🧠 Covered Topics (examples)

  • Machine Learning
  • Deep Learning
  • NLP (Natural Language Processing)
  • Computer Vision
  • LLMs and Prompt Engineering
  • AI Agents
  • MLOps
  • AI-applied Data Science

(This list will be updated as new projects are added.)

How to Navigate

  1. Choose a project folder
  2. Read the project's README.md
  3. Run the examples locally (when applicable)

Possible Technologies

Depending on the project, the following may be used:

  • Python
  • Jupyter Notebook
  • PyTorch / TensorFlow
  • Scikit-learn
  • Pandas / NumPy
  • LLM APIs
  • LangChain / agent frameworks
  • Docker

About

This repository is part of my continuous learning journey in Artificial Intelligence, with a focus on hands-on practice and experimentation.

Notes

Projects in this repository are for educational purposes and may evolve or be refactored over time.


⭐ Feel free to follow along with the progress!

About

Projects to play with AI during my Postgraduate Program in Artificial Intelligence

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