Learn coding with Python while discovering how to build applications using AI tools at every step. Go from idea to screen, and from screen to a working application through hands-on practice. Critical topics such as ethical AI use, intellectual property, and safe AI integration in the workplace are also covered. By the end, you will have completed an original application project ready to add to your portfolio.

This course provides a foundational understanding of artificial intelligence, covering key concepts such as machine learning, data, and real-world applications. It is designed for beginners and does not require any prior coding knowledge.

This course aims to teach teachers the concepts and basic applications of artificial intelligence, as well as how to use it in the classroom. Participants gain the skills to understand AI technologies and apply them effectively in education.

This course teaches how large language models work and how to write effective prompts to get the best results. Participants gain practical skills through real-world use cases.

This course teaches the fundamental mathematical concepts of machine learning, enabling participants to apply them to real datasets and evaluate models.

Starting with Python and basic data analysis, this course covers supervised and unsupervised learning, deep learning, and natural language processing (NLP) applications. Participants will work on real datasets to build, optimize, and evaluate machine learning models.

The first module of the AI Competence Program: a hands-on track that covers AI and machine learning fundamentals end-to-end.

The second module of the AI Competence Program: a deep dive into advanced ML applications and the end-to-end LLM ecosystem.

An awareness training covering prompt formats, persona patterns and hands-on workshops to effectively drive large language and vision models.

An awareness training that covers AI tools, decision processes, project management and executive accountability from an executive perspective.

A technical program for non-specialist participants covering regression, classification and clustering applications, consolidated with an end-to-end example.

A technical program from neural networks and NLP fundamentals to Transformers, RAG pipelines, Finetuning and MCP workshops.

A technical program from neural network and CV foundations through CNN architecture and hands-on workshops for classification, object detection and segmentation, closing with an ethics module.