Projects

DataFramed Podcast

programming languages

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…

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…

Explainable AI for Ecology

Species distribution models (SDMs) are widely used in ecology, biogeography and conservation biology to estimate relationships between environmental variables and species…

Managing the century of complexity

Progress in human society’s technological and social development has come at the cost of staggering complexity. Understanding this complexity’s origin, evolution, and…

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…

Research Data Strategy

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…

Towards homeostatic project management

Visualization describing a self-correcting project management system

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…

sdmbench

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…

species2vec

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…