[40] Intro to NumPy Array Operations (Meenal Jhajharia)

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Meenal Jhajharia: Intro to NumPy Array Operations

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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

Event
Intro to NumPy arrays

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.

GitHub: https://github.com/mjhajharia
LinkedIn:   / meenal-jhajharia-a95185190  
Twitter:   / meenaljhajharia