Work
Data Enablement macht AI endlich skalierbar
Exxeta blog: why AI pilots succeed on their own but fail to scale, and how data enablement makes the tenth use case cheaper than the first
Driven by Data Podcast - Are you a Merchant of Self-Inflicted Complexity?
Season 7, Episode 24. With David Castro-Gavino and host Kyle Winterbottom, on our book Enabling Data and why the data industry keeps renaming the same problems
Meet the Mentor: Boyan Angelov
MentorCruise profile interview
Data Demystified Summit
Session on Data Protection and Compliance
Tapas & Pretzels Podcast - Navigating the Complex World of Data Leadership
Season 3, Episode #11
Designing a Robust, Future-Proof Tech Stack
DataIQ Masterclass
Data Science zwischen Hype und echtem Mehrwert – Boyan Angelov über KI, Pilotitis & Self-Service Analytics
Michael Witzenleiter und Jean-Luc Winkler begrüßen in Folge 76 von „Das Gelbe vom AI“ Boyan Angelov, Principal Data and AI Strategist bei Exxeta. Gemeinsam geben sie einen…
Künstliche Intelligenz: Theorie, Ist-Stand und Wege nach vorn
Hosting a seminar on AI and what it means for German politics and society.
Dark Matter: The Invisible Part of Data Strategy
Introducing the enabling data model and manifesto.
data2day 2024, Heidelberg
At this event I covered the most important strategic methods for data people, such as systems thinking, value stream mapping and building backwards.
Metaphorum 2024, Berlin
A presentation on product design and futures thinking.
ProductLab AI Products Strategy
At this event I described the best strategies to avoid failiure in data and AI-powered product design and development.
CDO Mag Article on Incentives for Data Leaders
In this article for CDO Magazine I describe the productive approaches data leaders can take in making invisible data work visible.
SDG Podcast
Elements of AI & Data Strategy and the via negativa approach
AIMag Article
Der Weg Zum KI-Getriebenen Unternehmen
Analytics Vidhya DataHour
Crafting and Implementing a GenAI Strategy with StratOps Principles
CDO Network Frankfurt
Taking Advantage of Unused Data in the Enterprise
Data Makers Festival
Lean Principles for Data and AI Product Development
Data for Good Podcast
Consulting skills for data people
StratOps for Data and AI
How to operationalize a Data and AI Strategy
Handelsblatt Article
Advanced analytics for traditional organizations
Let's Talk AI Podcast
Discussion on career, strategy and being a CTO
Unlocking a Knowledge Factory
How can we combine the lean and agile frameworks?
Operationalizing Data Strategy (Data Masterclass)
A conversation on how to make data strategy operational.
Data Strategy: Key Principles and Best Practices (DataTalks.Club)
A conversation on what technical people need to know about data strategy.
Systems Thinking: 3 Steps to Tackle Complex Technical Problems
Practical advice on dealing with complex systems for engineering managers.
Hyper-personalization in LLMs
What's next in the LLM revolution?
Datentreiber Interview
Interview with the data strategy consultancy Datentreiber
Defining Data Strategy (Univ.AI)
In this talk I cover the skills of data strategists, and the fundamental questions that they need to answer.
Managing the century of complexity
Origins, evolution and productive future avenues with systems thinking
Progress in human society's technological and social development has come at the cost of staggering complexity. Understanding this complexity's origin, evolution, and…
Decision Making in Black Box Scenarios (LeadDev)
Making technology decisions on well-documented and stable systems can already be challenging, but how about opaque ones - when we deal with a black box? As technology…
Via Negativa for Data Projects (Unstructured)
A negative view on the current state can allow us to see productive patterns. In this talk I describe typical scenarios in how data initiatives fail and uncover ways forward.
Project Management for Data Teams Panel
The adoption and subsequent success of data science projects in organizations are still limited. Even with skilled teams and an abundance of resources and data, this can…
DataFramed Podcast
In this episode of DataFramed, we speak with Rick Scavetta and Boyan Angelov about their new book, Python and R for the Modern Data Scientist: The Best of Both Worlds, and…
VSM Workshop Template
The Viable System Model is a tool to model the organizational structure of a system. It was invented by Stafford Beer in the 1970s. While it can be used in numerous domains,…
Elements of Data Strategy Workshop Template
The Data Strategy Workshop template provides all the materials necessary for the design of a basic data strategy. It consists of a representation of a data strategy's…
Towards homeostatic project management
Visualization describing a self-correcting project management system
Explainable AI for Ecology
Explainable artificial intelligence enhances the ecological interpretability of black-box species distribution models
Species distribution models (SDMs) are widely used in ecology, biogeography and conservation biology to estimate relationships between environmental variables and species…
Research Data Strategy
Framework and motivating factors
The need for large amounts of data permeates almost all fields of research. New technologies related to machine learning (deep learning in particular), cloud computing, the…
species2vec
A novel method for species representation
Word embeddings are omnipresent in Natural Language Processing (NLP) tasks. The same technology which defines words by their context can also define biological species. This…
sdmbench
R package for benchmarking species distribution models
`sdmbench` is an R package for benchmarking species distribution models. It provides a set of functions to compare the performance of different species distribution models…
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