0590

Freie Universität Berlin (FU Berlin)

Hier sind die besten Ressourcen passieren 0590. Finden 0590 Studienzusammenfassungen, Notizen, Aufgaben und vieles mehr.

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Zusammenfassung

Machine Learning for Bioinformatics
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44

April 2026

2024/2025
This document outlines foundational and advanced machine learning concepts tailored for bioinformatics. It begins by contrasting supervised methods, such as linear regression and Naive Bayes, with unsupervised techniques like K-means clustering and expectation maximization. The text then progresses to complex probabilistic structures, including Hidden Markov Models and Bayesian Networks. A significant portion explores deep learning, detailing artificial neural networks, convolutional networks, a...
silviacambiago
8,16 € Mehr Infos

Notizen

Machine Learning for Data Science
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84

April 2026

2025/2026
his comprehensive document provides an extensive overview of fundamental machine learning and modern data science concepts. It clearly contrasts modern data-driven approaches with classical hypothesis-driven experimentation. Key topics include essential data preprocessing and visualization techniques, emphasizing dimensionality reduction methods like PCA, MDS, and t-SNE. The text deeply explores anomaly detection and clustering algorithms, such as K-means and Spectral Clustering. It also covers ...
silviacambiago
8,96 € Mehr Infos

Notizen

DBMS for Data Science
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33

April 2026

2024/2025
This document provides a comprehensive overview of Database Management Systems for data science. It contrasts file systems with databases, introducing schemas, instances, and architecture. It covers relational design, SQL, functional dependencies, and normalization to prevent anomalies. The text explores analytical processing via OLAP, data warehousing, and multidimensional cubes. Additionally, it details physical storage, B+-tree indexing, and transaction management, emphasizing ACID properties...
silviacambiago
8,16 € Mehr Infos