Talk Data to Me
A video series where we shed light on terms and concepts out of the world of data and AI. Grab a coffee and watch the full episodes here!
What’s agentic AI?
Is it correct to already call a simple chatbot “agentic”…?
In our latest Talk Data To Me episode, Antonia Mittmann sat down with our data scientist Neil Sinclair to talk about the trending & very hyped topic of AI agents and to have a closer look under the hood. Why does Neil make a difference between an AI agent and an agentic system? And what can he say about his latest project, NEVO, a conversational sales assistant powered by an agentic AI system?
How to build a useful product for Customer Lifetime Value?
How important is a sustainable customer relationship? And how do you build a data product that helps companies improve their customers’ lifetime value?
In our latest Talk Data To Me episode, Antonia Mittmann sat down with our business design expert Danijel Jozic to get the inside scoop. We dug into the market need he identified beforehand, how user interviews shaped the product, and what it’s really like to build something impactful in our internal idea incubator, the Data Product Factory.
Why are so many data architectures failing?
Data architecture expert Dennis Klemme joined Antonia Mittmann in the latest episode of Talk Data To Me, offering clear insights and explanations for this structural issue and how to solve it. Tangible, practical, and backed by a lot of hands-on expertise from client projects. They discussed:
- Tools or principles – what comes first when designing an architecture?
- If a company wants to redesign its architecture today, where should it start?
- And is it possible to ‘fix’ a failing data architecture?
How long does natural language processing (NLP) exist?
- How did NLP begin, and what were some of the first major milestones?
- When did advanced technologies such as machine learning or deep learning come into play in NLP?
- What is the transformer architecture, and how did it revolutionize the field of NLP?
- And how did Large Language Models, or LLMs, evolve?
Is GEO replacing SEO?
In the latest episode of Talk Data To Me, Stefan & Antonia explore the hype of Generative Engine Optimization (GEO) and discuss how it might change the game for traditional SEO. Will keywords still matter? What changes are we already seeing on our own website? And how will GEO affect content production in the future?
What Are Data Products?
Discover how data becomes meaningful products in this insightful interview about data products. Learn the step-by-step process of transforming raw data into valuable business solutions, from initial idea validation through design, development, and end-consumer integration – all through the lens of the experienced design professional Mitja Behnke, bridging industrial design with data science and contributing to the so-called data product factory.
AI, ML & Deep Learning Explained
What’s the difference between AI, machine learning, and deep learning? Marshall Mykietyshyn and Antonia Mittmann break down these key terms, clarify common myths, and explore the real impact of artificial intelligence on our lives and work. In this video, you’ll learn:
- The true meaning of AI, machine learning, and deep learning (with examples)
- Why not all “AI” is the same, and why deep learning stands out
- How large language models like ChatGPT actually work (and why they make weird mistakes aka “hallucinating”)
- Where AI is headed next – from writing code to reshaping the workplace
- The reality of AI in movies versus real life
