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

Upcoming Events
Join our Meetup group for more events & subscribe to our YouTube channel!
https://www.meetup.com/data-umbrella

Meenal Jhajharia: Intro to NumPy Array Operations

Key Links
Transcript: https://github.com/data-umbrella/even...
Meetup Event: https://www.meetup.com/data-umbrella/...
Video:    • [40] Intro to NumPy Array Operations (Meen...  

Resources
https://pymc-data-umbrella.xyz/en/lat...
Slides: https://pymc-data-umbrella.xyz/en/lat...

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