Leading with AI Extended

Program

Discovering the Power of AI: Concepts and Applications

Understand the basic concepts related to AI, Machine Learning, Deep Learning and Reinforcement Learning.
Differentiate the different types and branches of AI.
Training and inference.
The unexplainability of AI
Learn about the evolution from neural networks to transformers and LLMs.
Analyze different use cases and experiment with some of the models seen.
AI typology: predictive AI, generative AI

Transforming the present: The LLM revolution

Analyze the revolution that LLMs have brought about.
Discover what a foundational model is, how to use it and how to train it.
Tokens, context window and hallucinations.
Understand what Fine Tuning is, when it is necessary and how it is done.
Evaluate and select the appropriate foundational model for each context.
Risks, biases and hacking.

Exploring the limits of LLM: Prompting and memory

Analyze the limits of LLM.
Develop prompting strategies to resolve the model's limitations.
Understand how to solve the context window problem

RAGs, Agents and collaboration

What is a RAG system and what problems does it solve?
What is an agent?
Agent systems
Collaboration architectures

And how do I use it?

Evaluate the value contribution of different tools that exist in the market.
Identify the costs of different alternatives.
Know the global landscape, global actors and factors that may influence the future development of AI.
Study the options for launching AI-based projects.

Addressing Ethics and Legality in AI: Challenges and Reflections

Establish the ethical and legal challenges posed by the development of AI.
Reflect on the impact that AI has on the social and economic sphere.

AI and increasing complexity

Understand complex systems
Management of emergent systems
How does AI impact complexity?
How does AI help us in managing complex systems?

Driving Business Success with AI: Practical applications

Discover the current market landscape
Evaluate how to improve different departments with AI

Methodology

In the constantly evolving world of artificial intelligence and business management, we believe that learning must be as dynamic and multifaceted as the topics we address.

Our methodology is designed to offer a complete training experience, which not only equips you with knowledge, but also encourages reflection, collaboration and practical application.

Through a combination of autonomous learning, interaction with peers and experts, and applied projects, we prepare you to face current and future challenges with confidence and skill."