Lecture

Introduction to Machine Learning

In course

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Description

This lecture introduces the basics of machine learning, covering topics such as supervised and unsupervised learning, linear regression, classification, and the importance of data in the digital humanities field. The instructor provides insights into different algorithms, data types, and their applications.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_ebpmw0c0

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Ontological neighbourhood

Information engineering

Machine learning: Artificial neural networks, Topics in machine learning

Data science: Topics in data science

Statistics

Data analysis: Regression analysis

Theoretical computer science

Programming language theory: High-level programming languages

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