5th Python and Machine Learning Bootcamp

Europe/Athens
Description

🚀 AI FastTrack: Python & Machine Learning Bootcamp 2025

📅 Registration Deadline: June 20, 2025
📩 Notification of Acceptance: by June 22, 2025
📍 In-person, Limited Seats (10–25 participants), Institute of Nuclear and Particle Physics of N.C.S.R. “Demokritos”


🚀 Your Fast Track to AI Literacy & Real-World Impact

Are you ready to level up your coding skills and jump into the world of Machine Learning and Artificial Intelligence? This intensive hands-on bootcamp is designed to take you from Python basics to solving real-world problems with cutting-edge AI tools.

From mastering Pandas and NumPy, to building powerful models with Scikit-learn, Keras, and PyTorch, this bootcamp blends technical depth, practical experience, and problem-solving strategies to shape the next generation of AI-literate professionals.

On the final day, you'll compete in a Machine Learning Challenge, applying everything you've learned to a real-world dataset.


🔧 What You’ll Learn to Do

✅ Write clean, efficient Python code for data analysis
✅ Analyze and visualise complex datasets with Matplotlib & Seaborn
✅ Process big data and extract insights using Pandas
✅ Debug, profile, and optimise your code 
✅ Apply Machine Learning algorithms from scratch and with Scikit-learn
✅ Get hands-on with Deep Learning using Keras and PyTorch
✅ Understand model evaluation, overfitting, hyperparameter tuning, and deployment
✅ Build end-to-end AI solutions to real-life problems


💡 Technologies & Topics You’ll Work With

  • Python (Jupyter, Pipenv, VSCode)

  • NumPy, Pandas, Scikit-learn

  • Matplotlib, Seaborn, Plotly

  • Machine & Deep Learning Techniques

  • Introduction to Graph Neural Networks and Transformers

  • Git & GitHub for collaboration, Google Colab

  • Keras, PyTorch
  • Real-life datasets


🎓 Who Should Join?

This bootcamp is ideal for:

  • Undergraduate & postgraduate students

  • Early-career professionals

  • Aspiring data scientists & engineers

  • Anyone looking to enter the AI/ML space with solid foundations


🧾 Requirements & Logistics

  • 💻 Bring your own laptop (Linux/Mac preferred)

  • Basic programming knowledge required (Python experience helpful but not mandatory)

  • 📍 Physical presence required

📜 Certification of attendance will be provided to all participants.


🎯 Spots are limited – Apply Now!

This is a first-come, first-served opportunity. Secure your seat in one of the most impact-driven AI bootcamps.

Fees & Participation Options

  • 🎓 Students (with valid student ID): €120

  • 👩‍💼 Professionals / Non-students: €200

📌 Returning Participants Discount
If you've previously attended this bootcamp and want to stay ahead of evolving AI technologies, you may join under a reduced fee of €50.
Note: Limited spots available. Proof of past attendance (certification) is required.

Evangelia Drakopoulou
Registration
Participants
    • 10:00 10:30
      Logistics and software checks
    • 10:30 13:00
      Python Programming & Hands-On 2h 30m
    • 13:00 13:45
      Lunch Break 45m
    • 13:45 16:00
      Python Programming & Hands-On 2h 15m
    • 16:00 17:00
      PyTorch - Hands On 1h
    • 10:00 13:00
      Data Analysis & Hands-On 3h
    • 13:00 13:45
      Lunch Break 45m
    • 13:45 16:00
      Data Visualisation & Hands-On 2h 15m
    • 16:00 17:00
      Data Preprocessing & Hands On 1h
    • 10:00 11:00
      Introduction to Machine Learning 1h
    • 11:00 13:00
      Machine Learning Algorithms & Hands-On 2h
    • 13:00 13:45
      Lunch Break 45m
    • 13:45 16:00
      Machine Learning Algorithms & Hands-On 2h 15m
    • 16:00 17:00
      Introduction to Deep Learning 1h
    • 10:00 13:00
      Deep Learning Algorithms & Hands-On 3h
    • 13:00 13:45
      Lunch Break 45m
    • 13:45 15:00
      Deep Learning Algorithms & Hands-On 1h 15m
    • 15:00 17:00
      Optimising ML/DL Algorithms & Hands-On 2h
    • 10:00 13:00
      Real life Problem - Data Exploration 3h
    • 13:00 13:45
      Lunch Break 45m
    • 13:45 16:30
      Real life Problem - Data Challenge 2h 45m
    • 16:30 17:00
      Comparison of Results - Winner Announcement 30m