Lecture

Data Science: Python for Engineers - Part II

In course

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Description

This lecture covers advanced topics in data science using Python for engineers, focusing on data wrangling with Pandas, numerical data handling with Numpy, and scientific visualization with Matplotlib. The lecture also delves into the interdisciplinary nature of data science, requiring a combination of hacking skills, math and statistics knowledge, and substantive expertise in a scientific field.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_o4tjncrr

About this result

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Ontological neighbourhood

Mathematics

Analysis: Numerical analysis

Statistics

Statistical inference: Mathematical statistics

Descriptive statistics: Statistical graphics

Theoretical computer science

Programming language theory: High-level programming languages

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