Lectures and workshops
Our programs are both modular and flexible. The client has the opportunity to choose in advance which modules are suitable, or just tell us what you want to learn and we will create a program that is tailored to your needs.
A lecture typically takes 90 minutes including Q&A.
For companies, organizations and educational institutions:contact us. After work and other evening activities are priced by agreement.
Below you can see examples of some of the modules we offer, but it is up to you decide what you want to learn.
Module A) History
A fundamental journey through the history of AI:
Symbolist vs connectionist directions ⋅ Turing Test ⋅ Dartmouth Conference ⋅ Emergence of neural networks ⋅ Perceptron ⋅ Eliza ⋅ AI winters ⋅ ResNet ⋅ ImageNet ⋅ AlexNet ⋅ Transformers ⋅ The most important events to date.
Module B) Hands-on AI
Inventory and use of today's most promising AI models:
Use through the cloud or on your own computer/mobile ⋅ The difference between open-source and proprietary models ⋅ Access to AI models through API keys ⋅ Effective prompting ⋅ How to build your own AI chatbot ⋅ Introduction to AI agents. (Participants follow the lecturer on their own mobiles or laptops)
Module C) Anatomy of AI
Review of the different concepts and components:
RNNs ⋅ CNNs ⋅ LSTMs ⋅ Diffusion ⋅ GANs ⋅ Transformers ⋅ State Space ⋅ Supervised and unsupervised learning ⋅ Pretraining ⋅ Fine-tuning ⋅ Backpropagation ⋅ Reinforcement Learning ⋅ Reinforcement Learning through human feedback ⋅ Synthetic data ⋅ Data distillation ⋅ RAG ⋅ Mixture of Experts.
Module D) AI and the Future
Possibilities and risks:
What is AGI? ⋅ Will AI take our jobs? ⋅ How far can scaling take us? ⋅ Energy consumption ⋅ Monopolization ⋅ Deep Fakes ⋅ AI as a weapon ⋅ Regulation and legislation ⋅ DEI & ESG issues ⋅ Copyright and data integrity ⋅ Geopolitical factors ⋅ Security.