Hyperparameter Tuning Random Forest using GridSearchCV and RandomizedSearchCV | Code Example

This video simplifies the process, guiding you through optimizing hyperparameters for better model performance.

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[zunaidqureshi]

this is the best and easiest practical approach on Hyperparameter tuning

[shivaaryaprakash]

After watching your video one can not stop himself/herself to comment.
What a knowledge you have and the way you explain is outstanding..
Thank you so much

[usamaalicraft]

Best channel for machine learning. I will recommend everyone to learn machine learning from this channel.

[axh]

I am in the 30th tutorial now. I will catch up soon Nitish. I am following your videos religiously and practicing the same on kaggle databases. Very lucky to have found out your channel. <3

[Moiz_tennis]

I have seen almost all videos on yt about ML and datascience, none matches yours. You have made complex topics very simple and actually made the intuitions crystal clear. I hope to see your channel get the deserved attention and grow rapidly❤

[aanalpatel]

Completely got the concept of how to implement the hyper parameter tuning to various algorithms! Thank you so much sir for your time and efforts.

[ameydesai]

wonderful explaination till date, waiting eagerly for xgboost indepth

[storiesshubham]

Unbelievably simple and superb explanation

[tarunsingh-yjlz]

Thank you for such great explaination, could you please update the URL for Heroke Webapp its not working

[rboolean]

3:23 Logistic Regression be like : Don't underestimate me 😎😎

[surajsawane]

Sir also make tutorials on end to end deployment using flask thanks in advance

[mayankrathi]

sir i have a doubt regarding hyperparameter tuning as if we are doing all preprocessing in column transformer and pipeline and we havent tranformed the traning data until we fit it in the pipeline how can we apply hyperpameter tuning fit on training data as it contains catogerical column....???

[surajJoshiFilms]

At 7:55 i couldn't understand what should i watch to understand
?

[SachinModi]

Query : Grid search is finding out every possible combination and finds out best possible combination.
Random Search is taking combinations randomly.
How random search cv could be having more accuracy than grid search cv?

[GamerBoy-iijc]

Amazing Sir! Sir please suggest me that how to built a website using python which tools are require for this? if there is any video on your channel please share me the link i haven't found.

[IRFANSAMS]

Whenever, I feel like I am stucked at any point, I just start searching for the solution in this channel @Campusx