Lectures related to Registers and Arrays: Overview

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Model Representation: Structures and Functions

Covers the representation of mathematical models, functions, and data structures in information systems.

Data Wrangling with Hive: Managing Big Data Efficiently

Covers data wrangling techniques using Apache Hive for efficient big data management.

Data, big data, clouds and IoT

Explores data representation, databases, cloud computing, and challenges in the cloud environment.

Introduction to R Programming for Genetics & Genomics

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

Introduction to Applied Data Analysis

Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.

Handling Data: Intro to Pandas

Introduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.

Maximum Likelihood: Inference and Model Comparison

Explores maximum likelihood inference, model selection, and comparing models using likelihood ratios.

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.

Information Systems: Overview Log in to Mediaspace to watch this video

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

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Distributed Information Systems: Overview and Models Log in to Mediaspace to watch this video

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

Knowledge Representation: Semantics and Data Structures Log in to Mediaspace to watch this video

Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.

Programming for Engineers: LabVIEW Essentials Log in to Mediaspace to watch this video

Introduces LabVIEW essentials for engineers, covering loops, structures, dataflow, error handling, clusters, strings, and graph customization.

Foundations of Information Systems: Course Overview and Key Concepts Log in to Mediaspace to watch this video

Introduces the course on information systems, covering its structure, objectives, and foundational concepts essential for understanding data management and decision-making.

Data Representation: Models and Systems Log in to Mediaspace to watch this video

Discusses data representation through models and systems, covering mathematical models, data structures, levels of modeling, and managing data.

Numpy Tutorial Log in to Mediaspace to watch this video

Covers the basics of Numpy, including importing the library, creating arrays, and performing linear algebra operations.

MIPS Assembly: Function Calls & Memory Management Log in to Mediaspace to watch this video

Explores MIPS assembly language, covering function calls, memory management, and data structures, including recursive functions, programming constructs, arrays, and linked lists.

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Critical Data Studies: Introduction and Models Log in to Mediaspace to watch this video

Introduces the Critical Data Studies course, covering data models, trust, reproducibility, biases, and ethics.