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Lecture Series:

Example-driven Data Cleaning

Data cleaning is one of the most time-consuming and tedious tasks in data-driven tasks. Typically, it entails the identification of erroneous values and ...

Lecture Series:

Detecting heritable phenotypic traits in images

At the HPI Digital Health & Machine Learning research group, we are developing methods for the statistical analysis of large biomedical data. In particular ...

Lecture Series:

From text to categories and beyond: You don't need "deep learning" to do it

In this lecture, we are going to present a group of natural language processing (NLP) methods for multi-class classification of texts which ...

Lecture Series:

Learning dynamical laws from data for complex processes

A key task in the field of modeling and analyzing complex processes is the recovery of unknown governing dynamical laws from measurement data only. ...

Lecture Series:

Seismology for Earth Imaging in the age of large distributed datasets

Since the first recording of a far-distant earthquake in 1889 seismologists have perceived earthquakes not only as a destructive threat, but as an opportunity ...

Lecture Series:

The Virtual Brain

The Virtual Brain is an open-source neuro-informatics platform for brain simulation. In my presentation, I will demonstrate how we use ...

Lecture Series:

Big data in space research: requirements and challenges

Big data plays an increasingly important role in space research. Handling of big data on board of satellites poses challenges, which are not yet overcome. As an example, ...

Lecture Series:

Data Science in the Manufacturing Domain

The manufacturing domain is known for its high automation level that is achieved by means of a number of cooperating systems in all areas covering ...

ORION: Open Science and your research

This interactive workshop will be an introduction to Open Science is and why it is needed. There will be an overview of the main areas of Open Science: Open Access, Open Data, Public Engagement, practical tips, and engaging activities.

Lecture Series:

Covariance-based sparse estimation with applications to channel sounding and massive random access for IoT applications

Consider the following problem: we observe multiple noisy samples from a random vector which can be represented as the linear combination of a small ...

Lecture Series:

A Brief Introduction to Multi-Armed Bandit Problem

Multi-armed bandit (MAB) is a class of sequential optimization problems, where in successive rounds a gambler pulls an arm from a given ...

Science visualization

In the past years, I taught data visualization to hundreds of scientists. A few tips and tricks to increase readability and effectiveness of data figures are summarized here.

Lecture Series:

How to see Ghosts, think like a Molecule and communicate Science

Every stage of a researcher's career is built on foundations of writing and other forms of communication, yet this topic is ...

Lecture Series:

Cross-species integration of data and text

Methodological advances have in recent years given us unprecedented information on the molecular details of living cells ...

Lecture Series:

Machine learning for geographically differentiated climate change mitigation

Methodological advances have in recent years given us unprecedented information on the molecular details of living cells ...

Lecture Series:

Machine Learning approaches to authorship disambiguation

Methodological advances have in recent years given us unprecedented information on the molecular details of living cells ...

Lecture Series:

How machine learning has transformed genetics

Sequencing of the human genome is one of the best known scientific achievements of the
past decades ...

Lecture Series:

Digital transformation of urban water systems: smart meters and data-driven approaches for informed demand management strategies

Planning and management strategies for urban water systems are key for meeting future demands under population growth, urbanization, changing socio-economic conditions, emerging technologies, and climate change ...

01.04. - 31.05.2019

How to give a good scientific talk

In this workshop you will be given tools on how to structure your talk, present, appear as a speaker and design slides.

28.03. - 30.03.2019

Hotel Döllnsee

HEIBRiDS Retreat 2019

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