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Related lectures (44)

Block Pulled by a Spring Log in to Mediaspace to watch this video

Explores the dynamics of a block pulled by a spring under various conditions.

Deep Learning: Principles and Applications Log in to Mediaspace to watch this video

Covers the fundamentals of deep learning, including data, architecture, and ethical considerations in model deployment.

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Digital History and Digitized Press Log in to Mediaspace to watch this video

Delves into the 'digital turn' in history, examining historical research using digitized newspapers and exploring text reuse, word embeddings, and data visualization.

Clustering & Density Estimation Log in to Mediaspace to watch this video

Covers clustering, PCA, LDA, K-means, GMM, KDE, and Mean Shift algorithms for density estimation and clustering.

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.

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Introduction to Machine Learning Log in to Mediaspace to watch this video

Covers the basics of machine learning, including supervised and unsupervised learning, linear regression, and classification.

Document Analysis: Topic Modeling Log in to Mediaspace to watch this video

Explores document analysis, topic modeling, and generative models for data generation in machine learning.

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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.

Data-Driven Modeling in Neuroscience: Meenakshi Khosla Log in to Mediaspace to watch this video

By Meenakshi Khosla explores data-driven modeling in large-scale naturalistic neuroscience, focusing on brain activity representation and computational models.

Vertical Metronome: Equilibrium and Stability Log in to Mediaspace to watch this video

Explores equilibrium and stability of a vertical metronome system with springs.

Regression Trees and Ensemble Methods in Machine Learning Log in to Mediaspace to watch this video

Discusses regression trees, ensemble methods, and their applications in predicting used car prices and stock returns.

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.

IT Security Challenges Log in to Mediaspace to watch this video

Explores IT security challenges, Object Storage systems, website management transition, network security deployment, and project portfolio management at EPFL.

Image Processing with Fiji Log in to Mediaspace to watch this video

Covers the basics of image processing using Fiji and various plugins.

Clustering & Density Estimation Log in to Mediaspace to watch this video

Covers dimensionality reduction, PCA, clustering techniques, and density estimation methods.

Machine Learning: Supervised and Unsupervised Learning Techniques Log in to Mediaspace to watch this video

Covers supervised and unsupervised learning techniques in machine learning, highlighting their applications in finance and environmental analysis.

Introduction to Machine Learning: Basics and Examples Log in to Mediaspace to watch this video

Introduces the basics of machine learning, covering supervised learning, reinforcement learning, and dimension reduction.

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