Enrollment
By September 3, 2025
Delivery mode
Live online
September 17, 2025
Location
Live online
Language
English
Scope
1 day
Foundations of AI and Data
Build Confidence in a Data-Driven World
The training program provides a comprehensive introduction to the core concepts of Artificial Intelligence (AI), Machine Learning (ML), data, and analytics. You will explore the key methods used in AI today and examine practical examples of how these technologies are applied across industries.
The Foundations of AI and Data program introduces the essential building blocks of modern artificial Intelligence and data-driven technologies. You will explore the core concepts of AI, Machine Learning, data, and analytics, alongside practical examples of key AI methods. The program also covers the foundations of data science and statistical thinking, focusing on understanding data quality, evaluation metrics, and the critical role of statistics in assessing AI performance and potential.
The program combines conceptual learning with practical application, using a mix of expert-led instruction, real-world examples, and guided reflection. In addition to technical insights, the module emphasizes critical thinking and data literacy, helping you to understand how data quality, evaluation metrics, and basic statistical concepts influence the effectiveness and trustworthiness of AI solutions. You will engage with the participants by case-based discussions, illustrative examples, and interactive exercises that help them connect theoretical concepts to everyday challenges in AI and data use to build a solid conceptual base for working with or evaluating AI-driven technologies, regardless of prior technical experience.
Benefits
This program equips participants with the essential knowledge to confidently engage with AI and data-driven technologies. Combining conceptual understanding with practical evaluation skills supports more informed decision-making in today's rapidly evolving digital landscape.
- Grasp the fundamentals of AI and ML and how they are applied in practice
- Learn to evaluate AI solutions using key metrics and statistical reasoning critically
- Understand the importance of data quality and how it influences AI performance
- Build a foundation for data-driven decision-making and future learning in advanced analytics
For
The program is designed for professionals, managers, and decision-makers across various industries who need to understand better and assess the role of AI and data in their work. Whether you are directly involved in projects using AI, making strategic decisions about data investments, or collaborating with technical teams, this program offers the foundational knowledge needed to engage more confidently and effectively.
- Professionals who need the confidence to work with AI tools and data teams by building a clear understanding of core concepts and practical applications.
- Managers responsible for assessing AI opportunities and communicating effectively between technical experts and business goals.
- Decision-makers who need to make informed, strategic choices about AI adoption, risks, and investments based on a realistic grasp of its capabilities and limitations.
Instructor
Antti Ukkonen
Antti Ukkonen is a computer scientist and educator with 20+ years of R&D experience from both private and public sector organizations.
At present Antti is an independent consultant advising companies with AI projects. Previously he was the Chief Product Officer at Speechly, a venture funded startup acquired by Roblox Inc in September 2023. Prior to this he was an Academy Research Fellow at University of Helsinki. He has also worked at the Finnish Institute for Occupational Health, Aalto university, as well as Yahoo! Research. Antti holds a doctoral degree from Aalto University (2008), and is an Adjunct Professor of Data Science at University of Helsinki, Department of Computer Science.
Program Fee and Registration
Program Fee
The fee for the Foundations of AI and Data program is € 1,300 (+ VAT).
Registration
Register for the program by September 3, 2025.
Program start