Lecture

Data Science for Engineers: Part 2

In course

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Description

This lecture covers the main stages of a data science project, from capturing and assimilating complex data to extracting useful information and visualizing it. Topics include data manipulation and exploration with Python, advanced Pandas functions, first steps with NumPy and Pandas, visualization of scientific data, and putting machine learning into practice.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_neue9239

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Ontological neighbourhood

Mathematics

Analysis: Numerical analysis

Theoretical computer science

Programming language theory: High-level programming languages

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