Anatomy of a Large-Scale Project

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Page 3 of 4

Explores maximum likelihood inference, comparing models based on likelihood ratios and demonstrating with a coin example.

Distributed Information Systems: Overview and Models

Covers Distributed Information Systems, key tasks, methods, projects, evaluation, and exam support.

Digitized and Born-Digital Sources in History

Explores the practice of history using digitized and born-digital sources, heuristics, critique, synthesis, and big data for historical analysis.

Sustainable Resilient Value Chains: Circular Economy Insights

Covers the transition to circular economy and sustainable value chains in manufacturing.

Neuroscience Data Analysis

Explores neuroscience data analysis, focusing on K+ and Na+ currents, Ca²+ currents, and data reproducibility.

Data Driven Science: MODNet Methodology

Explores the MODNet methodology for material property predictions, emphasizing feature selection and supervised learning.

Unsupervised Learning: Dimensionality Reduction and Clustering

Covers unsupervised learning, focusing on dimensionality reduction and clustering, explaining how it helps find patterns in data without labels.

Vision-Language-Action Models: Training and Applications

Delves into training and applications of Vision-Language-Action models, emphasizing large language models' role in robotic control and the transfer of web knowledge. Results from experiments and future research directions are highlighted.

Information Systems: Overview

Covers the overview of information systems, data modeling, managing data, and the distinction between data and information.

Simulation of Quantum Devices

Covers the simulation of 2D and 1D Field-Effect Transistors using the Non-Equilibrium Green's Function method.