Artificial Intelligence

In this training, you will explore the key applications of Artificial Intelligence — from classic machine learning to generative AI with models like ChatGPT and DALL·E. You will get hands-on experience with Python, the leading programming language for AI, learning how to apply algorithms for analysis, predictions, and creative applications.

The course focuses first on Python basics and data analysis: automating tasks, creating visualizations, and integrating AI into business applications. Afterwards, you will dive into machine learning models and generative AI, discovering how to train, evaluate, and control models with Python — including working with AI-APIs from OpenAI.

You will learn

How to program in Python with a focus on AI applications
How to build, train, and evaluate machine learning models
How to use generative AI through APIs like ChatGPT and DALL·E
How to integrate AI solutions into existing workflows
How to understand the possibilities and limitations of AI

Topics

Introduction to Data Science & AI
Python basics: variables, data types, lists, and dictionaries
Applying logic, methods, and functions in Python
Efficiently handling large datasets with NumPy
Cleaning, manipulating, and analyzing data with Pandas
Visualizing data with Matplotlib
Introduction to machine learning and algorithm overview
Supervised learning: classification
Supervised learning: regression
Unsupervised learning and clustering with k-means
Generative AI including ChatGPT and DALL·E
Working with AI-APIs (OpenAI) via Python
Model evaluation and optimization: ROC, AUC, confusion matrix, feature engineering, hyperparameter tuning
Model deployment and maintenance in production environments

Who should attend?

This training is designed for (beginning) data analysts, business intelligence specialists, consultants, and other professionals who want to understand and apply AI within their organization.

Prior knowledge

No specific prior knowledge is required. It helps to have basic math skills and experience working with data in Excel.

Price per person

€ 1.950,- (excluding VAT)

Duration of this course

4 days

Course dates

16 - 24 june 2025
10 - 18 july 2025
11 - 19 august 2025
11 - 19 september 2025
6 - 14 october 2025
6 - 14 november 2025
8 - 16 december 2025