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Meenal Jhajharia: Intro to NumPy Array Operations

Meetup

Join our Meetup group for upcoming events: https://www.meetup.com/data-umbrella

Key Links

Resources

About the Event

5 minutes: Reshama introduces Data Umbrella 55 minutes: Meenal presents on Python 30 minutes: hands-on in Discord

About the Speaker

Meenal is a computer science and mathematics undergraduate in junior year. She has been working on Bayesian time series estimation models with PyMC, this project started when she was a Google Summer of Code’21 student . Generally she is interested in Probabilistic Programming, NLP, and algorithmic fairness.

Video:

Eduardo Blancas: Pipelines in Jupyter with Ploomber

Transcript

Agenda

00:00:00 Meenal introduction
00:02:40 agenda, overview of talk topics
00:04:50 python data types
00:11:55 lists
00:17:41 list comprehensions
00:25:00 create an array using arange, reshape
00:25:40 element wise computation on arrays
00:29:11 multidimensional arrays
00:30:52 element-wise printing c.flat
00:31:30 transpose
00:32:45 stacking, horizontally and vertically
00:33:50 broadcasting
00:41:17 indexing