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PhD Program at EPFL: EDIC Overview and Opportunities
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Related lectures (24)
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State Space Models: Expressivity of Transformers
Covers state space models and the expressivity of transformers in sequence copying tasks.
History and Definition of Computer Science
Explains the basic concepts of computer science and their interaction.
Master Programs Overview
Covers the Master programs at EPFL, including curriculum, courses, projects, and internships.
Algorithmic Fundamentals
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Control Flow in Python: Conditional Statements and Loops
Covers control flow in Python, focusing on conditional statements and loops.
Data-Driven Insights: NLP and AI Applications
Explores building OS for heterogeneous hardware, data movement efficiency, AI advancements, and NLP challenges.
Neural Interfaces: Circuits and Electronics
Explores neural interfaces, merging Engineering, Neuroscience, and Computer Science.
Programming Basics: Variables, Assignments, and Control Structures
Introduces programming basics, focusing on variables, assignments, and conditional statements.
Computer Science Fundamentals
Concludes the first week, focusing on computer science fundamentals for upcoming chapters.
Calcul and Algorithms: What is an Algorithm?
Covers the basics of algorithms in computer science, including their formalization and complexity.