5th Python and Machine Learning Bootcamp

30 Jun 2025, 10:00 → 4 Jul 2025, 17:00 Europe/Athens

🚀 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.

Monday 30 June

Logistics and software checks

1 Python Programming & Hands-On

13:00 Lunch Break

2 Python Programming & Hands-On

3 PyTorch - Hands On

Tuesday 1 July

4 Data Analysis & Hands-On

13:00 Lunch Break

5 Data Visualisation & Hands-On

6 Data Preprocessing & Hands On

Wednesday 2 July

7 Introduction to Machine Learning

8 Machine Learning Algorithms & Hands-On

13:00 Lunch Break

9 Machine Learning Algorithms & Hands-On

10 Introduction to Deep Learning

Thursday 3 July

11 Deep Learning Algorithms & Hands-On

13:00 Lunch Break

12 Deep Learning Algorithms & Hands-On

13 Optimising ML/DL Algorithms & Hands-On

Friday 4 July

14 Real life Problem - Data Exploration

13:00 Lunch Break

15 Real life Problem - Data Challenge

16 Comparison of Results - Winner Announcement