Data management

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Related lectures (32)

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Data Management: FAIR Principles

Delves into the challenges of managing digital humanities data and the significance of the FAIR Data Principles.

Data Warehousing: Overview and Challenges

Introduces data warehousing fundamentals, challenges, and the innovative concept of a 'lakehouse'.

Data Wrangling: Structuring and Wrangling Issues

Covers data wrangling stages, structuring techniques, and common issues in data preparation.

Human Brain Project: Medical Informatics Platform

Presents the Medical Informatics Platform enabling access to aggregated hospital data.

Information Systems: Overview

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

Machine learning: Physics and Data

Delves into the intersection of physics and data in machine learning models, covering topics like atomic cluster expansion force fields and unsupervised learning.

Data formats and data wrangling with Hadoop

Explores Apache Hive for data warehousing, data formats, and partitioning, with practical exercises in querying and connecting to Hive.

Data Characterization: PCA & Spike Sorting

Explores PCA for data simplification and Spike Sorting for shape identification.

Introduction to R Programming for Genetics & Genomics

Introduces a course on Genetics & Genomics, focusing on R programming with interactive exercises.

Multiclass Classification

Covers the concept of multiclass classification and the challenges of linearly separating data with multiple classes.