Practical introduction to artificial intelligence with Python¶
Would you like to understand how artificial intelligence really works – and apply it immediately in Python? Then our workshop is just right for you!
Training objective¶
You will learn the basics of machine learning and deep learning in easy-to-understand steps, from data preparation and feature engineering to model training with scikit‑learn and TensorFlow/Keras. You will then be able to create your first classification or regression model.
Target audience¶
Python developers who want to expand their portfolio
Analysts who want to make data-driven decisions
Course content¶
Day 1
Introduction to artificial intelligence
Supervised learning
Regression
Day 2
Unsupervised learning
Classification
System overview of training, testing, inference and CI/CD
Use Case Churn Prediction
Day 3
Data and model drift
Introduction to reinforcement learning
Markov decision processes
Value-based methods – Q-learning
Day 4
Introduction to generative AI
Concepts and fundamentals
Ensemble methods
Infrastructure and architecture for GenAI
Introduction to LLMs
Generative AI and agents
What we offer¶
In these regular in-house and online seminars, we focus precisely on your needs. We coordinate the content with you in advance. We will be happy to provide you with a customised offer for such a subscription.
Your advantages:
📈 Coordinated content:
💁 Personal preliminary discussion
🤝 Customised content
📖 Training documents
📃 Certificate
🧑💻 Trainers from the field
🫴 Mentoring and 1:1 coaching
Price:
from 3.840 € (plus VAT)
Get in touch¶
Do you have a question that is not answered here? Veit will be happy to answer your questions and create a customised offer for your training.
