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Related lectures (32)
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Privacy in Data Analysis
Explores solutions and systems related to privacy in data analysis.
Machine Learning and Artificial Intelligence: Karl
Covers information processing, systems making decisions, big data, and artificial intelligence.
Distributed Transactions: Consistency Spectrum
Explores the spectrum of consistency in distributed transactions, from strong to eventual consistency, and the trade-offs involved.
Engineering the Future: Systems for Health, Security, Energy
Covers the engineering of systems for health, security, energy, and the environment.
Systems of Linear Equations and Matrices
Covers the definition and solution of linear equations with real coefficients in 2D and 3D space.
Mechanics: Equilibrium and Forces
Covers equilibrium, forces, couple concept, moments, tensions, and friction effects in mechanics.
Gradient-Based Algorithms in High-Dimensional Learning
Provides insights on gradient-based algorithms, deep learning mysteries, and the challenges of non-convex problems.
Systems and Linear Equations: Introduction
Introduces systems and linear equations, defining lines and planes in 2D and 3D spaces.
EPFL Computer Science Overview
Covers EPFL's Computer Science School, faculty expertise, EDIC program requirements, and post-PhD career paths.
Signals and Systems I: Symmetry Relations and Modulation
Explores symmetry relations, modulation, Fourier transform properties, and integration methods in signals and systems.