Speed up XGBoost model training performance

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#machinelearning #datascience #xgboost

As datascientist we deal with huge dataset and sometime it requires hours of training the model.
Every model has to go through multiple training iterations before right model with hyperparameter is selected that fits the data well. In this video I show you ways of speeding up model training process

You will see comparison of model training with CPU against GPU

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  3. Artificial Intelligence
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Комментарии
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Sir I have read a lot about XGBoost but the amount of knowledge I gain about XGBoost is overwhelming in this 10 min video.

If you can explain some Machine Learning algorithms in small small video it will be helpful.

Cricketpracticevideoarchive
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Great Videos as always. 10 days or so I used xgboost on a dataset with 65k rows and I had to keep it running overnight. Had I known that GPU can be used, it would have been really faster. I learn a lot from your videos. Sir, can we have a end2end video on using spark for machine learning? I want to learn using big data in ML but don't know where to start.

yoyovatsa
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Great to see you coding Sir 😎 . Great content as always.

waynemwangi
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Does this work with scikitlearn API of Xgboost as well?

Agrover