How To Speed Up Pandas By 4X Times- Modin Pandas Library
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- Опубликовано: 10 сен 2024
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Sir, Modin is an excellent library to speed things up- I tried it right away , but it still needs improvement when it comes to conditional value assigning and things like group by functions, as it might throw some errors based on the version.
But apart from few setbacks, it is very very helpful when dealing with data which is huge in excel..
Thank you sir !
I was not aware about modin, awesome video to know about modin
Great video, please also make a tutorial on RAPIDS/CuDF
Sir, which laptop or CPU/GPU are you using for machine/Deep learning?
Bro please explain how to change my career path into cloud computing
Currently i am working as uxdesigner
Please do a video on that 🙏🙏
Please make some videos on Koalas and pyspark.
Much needed
Yeah man!!
Since modin has 70% of pandas, then can we use the both libraries interchangeably so that we can perform all the operations using pandas, i.e. import pandas as pd and import moding.pandas as pd1, now we use both in such a way that we can reduce time, is this possible??
yes
@@kumbalaanil8380 it means we can use, will there be any limitation?
@@indhrakiranu3853 if we consider.(import pandas as pd )and (import modin.pandas as pd1) so we can use both at any time
Before that we need to restart the kernel
@@kumbalaanil8380 thanks got it
@@kumbalaanil8380 오.. 감사감사
How does modin perform for real-time ML pipeline? It's expected to receive about 10 data points per second
Sir please make video on tabnet
I have bachelor's degree in Bsc -IT. So it is necessary to complete master's in IT - MCA and then go for data scientist or data analytics field or directly go for data science course without doing masters in IT. please clear my doubt I am confused at this point please reply.
without masters I get problems during interviews or compared to Engineering students.
Bro what you did? Did you get job with Bachelor or you take masters?
I am receiving an error trying to install modin. Would anyone be able to help?
Thanks
it show error for modin. So before importing modin.pandas run following commands
import ray
ray.init()
then
import modin.pandas as pd
If the number of rows for x and y variable are not same to run regression.. what cud be done
Can we use modin library in a program where we are already using multiprocessing to speed up pandas library since modin uses multiprocessing internally??
Can we get all the features in pandas
Dataset Link is not mentioned in the description below
Please mention the link
helpful thanks
does this help in Kaggle notebook also ?
I will try now
What are your opinions on the use of swifter vs. modin for making pandas faster?
Will the effect also take place if we work on Google Colab?
Dataset Link?
Krish Sir,after intallation modin, processing time turn more slower
Krish, it works on GPGPU also ??
Sir Do you have any community like Discord or slack for Data Science? if yes then please share it here
Yes krish sir have a discord community and also telegram community
very useful video
Sir from 3 video I'm asking can u please reply to my msg I need ur help to learn video about ML and DL with projects can u send ur link please
Please check the live stream playlist
Please refer course provided by learnbay
Nice
When i am executing first time import modin.pandas as pd i am getting below error:
ConnectionError: Error 10060 connecting to 192.168.1.105:6379. A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond.
When i am executing import modin.pandas as pd second time getting below error:
RuntimeError: Unable to connect to Redis at 127.0.0.1:6379.
But when i try to import modin no error, can anyone help me here?
Krish is not a name it's a brand
How does modin perform on real-time ML pipeline? It's expected to ingest 10 data points per second
Thanks