Hyperparameter Tuning using Optuna | Bayesian Optimization using Optuna

I am posting this comment here , so that i get reply from people who would like to make a team for ML project for betterment of our resume, Or even join Kaggle competition as a team .. guys do reply if seriously interested :) PS : i completed this playlist today ! It was super good..

please make video on genetic algorhitm and pso

Just finished your ML playlist and it was fantastic! Your explanations were clear, detailed, and incredibly helpful. Thank you for making complex topics so accessible. Looking forward to more content

Hlo sir,
Would it be possible to apply for a job after mastering only Power BI and SQL? Do you think it would be sufficient to secure a job?

sunny deol wala aproach!!
you are a gem sir!
its my wish to come India and meet you
Apka student Arman from Pakistan

Sir do you made a playlist about deep learning as like this machine learning playlist please 🙏🥺🥺🥺🥺🙏

thank you Sir

first see his first video and then last video changes in 100 days

in objective function, for integer we use trial.suggest_int.. but what about string ?? can anyone give my answer

Amazing Sir.. Great explanation you wont find this type of explanation anywhere. But sad to see it has less reach, I am a Data Scientist and we use OPTUNA for hyperparameter tuning of models in our organization and in our interviews also we ask about it.

People complain about length of campusx videos, but this mush time required to teach the concepts in depth. Seriously these MIT standard lectures , please keep doing the same work no one can beat you in teaching

Great

sir please make these kinds of videos more, they help in kaggle competition. i am using this one in current competition I've participated in, and it is very helpful.

This hyperparameter tuning technique worked best in my previous project for XGBoost regression...

great in depth video, please keep on posting these indepth long video, helpful for students who really want to learn

Good vdo

Just a one question optuna can be applied on attention model

Thank You Sir for everything

can u teach in english also,that more people will benifit from your videos.....a humble request🙂

This is helpful 🖤🤗

Nitish sir tussi great ho! Love from Nepal.💛

This guy is under rated... Good Tutorial

Hello sir,

I have request.
I find your channel a gold mine.
But since I'm bery begginer i feel very very confused with the buzz words and how to grab content ,what to learn first ,what ar3 the nexts..

Can you please make a roadmap on how to follow your channel or like how to start learning from your videos

Like which section to learn first. And after that what are the options etc.😊

❤

very nice sir..

Sir please upload DSA remaining part . Trees , graphs

This technique really helped me tune hyperparameter in my project. Old techniques like gridsearchcv was taking 2+ hours but this one halved the time taken.
Thank you for this!!

Sir please make few videos on Catboost Algorithm. Like Xgboost. Please sir😊

Please make videos on Multimodal Machine Learning & techniques of MML

sir, when you are launching your course on DL?

data engineer course need use all cloud like aws,azure and gcp please create a course this is very needed for every student

Install and review tumbleweed, fedora and arch Linux with kde 😢
It will help Linux grow ❤️

As you said with every new trial its learning from past trials and based on that the parameters are choosen, so logically the accuracy should also increase with trials but there, sometimes accuracy is decreased. Could anybody help me with this

You should make videos about ml pipeline

best teacher❤

Sir pls explain PDE and ALE plots in detail.🙏🙏

You are my real guru.

cretae videos on auto encoders and time series

i am starting this series now, can somebody help me how to move forward? Should i cover all these videos and then move to 100 days of DL and is this playlist complete?

Sir when your launching ur course natural language processing with deep learning

Kuch kuch deep learning optimiser ke jaisa hai

Sir you are teaching is lovely and unforgettable, please take Mamba in your next session

GOAT 💯🔥

sir, please start Gen AI kind of stuff, even if it would be helpful to you to boost the channel growth, I am your regular subscriber

thanks sir.....

I literally needed this tutorial, thank u

Please sir also resume deep learning playlist

just saw you update your 100 days of ML playlist from 132 videos to 133.
Thank you Sir for the invaluable content.

Complete RNN pleasee

Excellent explanation sir ..

Speechless and no words to describe his energy motivation to explain things in such a simplified way. Sir's content is very much simplification of complex concept. Even 10times better than Krish naik sir's content!

Krish naik sir got a competition.

Thank you so much sir