Data Natives 2019 Workshops

November 23-24, 2019
Maschinenraum

In this 90 minutes workshop, we will explore bias in word embedding – a widespread building block of many machine learning models models that work with natural languages. Word embeddings have an easy-to-explain representation that allows an intuitive understanding of this building block and its potential biases without a technical background…

This one-day workshop will give an introduction to Data Thinking. Participants will work in interdisciplinary teams. They will work with the Data Thinking developed by dlighted and come up with new data-driven ideas for the sustainable, climate-friendly energy consumption. Data Thinking is the symbiosis of Design Thinking and Data Science. It is a creative mindset to come up with new, reasonable ideas and use case for big data, machine learning and artificial intelligence…

We rely on analytics to make sense of the increasingly information-dense world around us. Magazine covers urge us to be “data-driven.” Customers expect us to anticipate their needs from their behaviour. And studies confirm that organizations relying on data, rather than gut feel, deliver better profits and productivity than their competitors. But humans are messy. We’re bad at data. We believe whatever confirms our beliefs, and we ignore obvious errors…

This training is dedicated to product managers, C-level managers, project managers, and any other level managers with limited technical knowledge. We go through the main topics that are important to manage a team and a company that wants to transform into an AI-based company. We explain different approaches and machine learning methods. Show the steps on how to transform properly your company into an AI company. Point out the most popular mistakes done during the transformation….

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