The Ex-Uber Data Scientist Who wants to simplify Data Science with Serverless Computing

Опубликовано: 15 Октябрь 2024
на канале: Minds Behind Maps
970
21

Sina Kashuk is the co-founder & CEO of Fused, who wants to make iterating & deploying in Python faster with serverless computing. We break down what that actually means, why it matters and what data science workflows could look like over the next few years.
This also isn’t Sina’s first company, a few years ago he started Unfolded, focused on making visualisations for data scientists faster. The company was acquired by Foursquare in 2021.

Sponsor: Beemaps by Hivemapper
Get access to high quality, fresh map data at https://beemaps.com/minds
Use promo code MINDS to get 50% off your API credits through Dec. 31 2024

Listen to this episode audio only as a podcast on your favourite app
Apple Podcast: https://podcasts.apple.com/fr/podcast...
Spotify: https://open.spotify.com/show/0u5guiZ...

About Sina:
Twitter: https://x.com/Sina_Kashuk
LinkedIn:   / skashuk  

Shownotes
Note: Links to books are Amazon Affiliate links. I earn a small commission if you buy any of these books.
My blogpost about joining the team: maxime-lenormand.ck.page/posts/i-quit-my-job
Uber’s H3 tiling grid: https://www.uber.com/blog/h3/
Foursquare acquires Unfolded: https://location.foursquare.com/resou...
AWS Lambda: https://aws.amazon.com/lambda/
My conversation with Ib Green:    • Ib Green: Browser based visualisation...  
Fused.io: https://www.fused.io/
Book & Podcast recommendation
Awaken the Giant Within by Tony Robbins (Affiliate Link) https://amzn.to/4dOnpxg
I’m pretty sure you can find Minds Behind Maps by yourself if you’re here :)

Timestamps
(00:00) - Intro
(02:38) - Sponsor: Beemaps
(03:55) - Hacking
(06:07) - Fused.io
(07:23) - Why run your algorithm in the cloud?
(10:06) - Serverless computing
(12:40) - Optimizing for iteration speed
(18:52) - Breaking Fused into smaller parts
(23:27) - "User Defined Functions: UDF"
(31:08) - How do you make money?
(31:56) - Why start companies?
(42:41) - Convincing people to use your tools
(49:44) - Speed isn't all: Train / Plane analogy
(54:36) - Going beyond geospatial
(57:33) - Building a team
(59:54) - Podcast/book recommendation
(01:01:11) - Building a Long Term Vision
(01:06:59) - Support the podcast on Patreon

Support the podcast on Patreon:   / mindsbehindmaps  
My video on an introduction to satellite images:    • I Couldn't Find a Video Explaining Sa...  
Website: https://mindsbehindmaps.com/
My Twitter:   / maxlenormand  
Podcast Twitter:   / mindsbehindmaps  
Read Previous Issues of the Newsletter: http://tinyurl.com/nzc796ym
Edited by Peter Xiong:   / cellobuddy  
Find more of his work: https://symphoniclandscapes.squarespa...


Смотрите видео The Ex-Uber Data Scientist Who wants to simplify Data Science with Serverless Computing онлайн без регистрации, длительностью часов минут секунд в хорошем качестве. Это видео добавил пользователь Minds Behind Maps 15 Октябрь 2024, не забудьте поделиться им ссылкой с друзьями и знакомыми, на нашем сайте его посмотрели 970 раз и оно понравилось 21 людям.