@lachinemearning.com: it definitely gets easier to use the syntax if youre familiar with the messy world of data cleaning, play around with it!! bear in mind, pandas is still good for relatively small to medium datasets where polars isnt needed, they can perform the same #statistics #machinelearning #computerscience #python #programming

♱ ⛧ PIG1987 ⛧ ♱ :

BABE WAKE UP, NEW DATA SCIENCE META DROPPED

ö :

I love polars actually a game changer 🔥

𝑺.𝘋𝘰𝘮𝘢𝘪𝘯 ꗞ :

Polars sooo goated been using it for some time now 😃

fendilord :

Haven’t touched pandas since I’ve started working as a data engineer 😭😭 it’s all spark

Jose99887 :

Generally the decision boils down to the volume of data. Small dataset = Pandas Multi GB dataset = Polars Hundreds of GB/Terabyte = Multinode spark clusters on Databricks

previewers :

is this better than PostgreSQL?

Cada :

Can you please talk about how to make training works on multiple cores or even on GPU (i think is with tensor flow), cause every time I try to do a more ambitious project i get stuck waiting for the model to finish training and it takes hours… and every tine i tried to set tensor flow up it was a disaster, broke the whole code or simply it didn’t recognized my gpu :(

MarijuanaGrande :

I use pandas to html a lot (and hate it) does polars have the same (and hopefully better) sort of method?

Demkeys :

I recently started learning Polars. Loved the API. Very ergonomic, coming from Pandas.

uuwawauwa :

but pandas are cute animals😿

andytyuan :

I LOVE POLARS SO MUCH

touche_grass :

song choice so good I forgot you were saying somethin sorry

nugreet :

How were you able to work in industry at 19 I’m gonna be junior standing and I can’t even get an interview for an internship

jr :

girl I'm just new to pandas now i should learn this too... 🫠

GuyJuro :

spark is way to go

24h60m60s :

yessirr 🐻‍❄️but if u have an NVIDIA GPU, try RAPIDS cuDF! almost all of my runtime execution runs in 0.xx seconds even with millions of records hahah

IDK :

In ur field of work, do u use ai for the stuff u do? I’m asking bc in normal software dev we always use it at work…

caos :

I'm studying data science, and it's good to know that this other tool exists; I didn't know it did. Great video! 🥰

beaniebrogoofiegooberctdevious :

Thought you were gonna say pyspark

Cabal :

json :

thank u iris

honzadocekal :

I have good experience with using dask for big data sets. Thank you for recommendation for the polars library