[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/event-transcripts/blob/main/2022/40-meenal-array.md - Meetup Event: https://www.meetup.com/data-umbrella/events/281522749/ - Video: https://youtu.be/oud3Jd1FJ7c ## Resources - https://pymc-data-umbrella.xyz/en/latest/ - Slides: https://pymc-data-umbrella.xyz/en/latest/webinars/intro_to_array_operations/index.html ## 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: https://www.linkedin.com/in/meenal-jhajharia-a95185190/ Twitter: https://twitter.com/meenaljhajharia