Hyperparameter Tuning using Optuna | Bayesian Optimization using Optuna

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  • Опубликовано: 4 янв 2025

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  • @bhaveshattarde6417
    @bhaveshattarde6417 3 месяца назад +12

    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.

  • @Ishaheennabi
    @Ishaheennabi 3 месяца назад +10

    i am your latest subscriber, but regretting where i was before on RUclips, now i think your channel is most underrated on RUclips and whole internet...Great your knowledge and content is something close to stars.

  • @sachinkapoor-c9k
    @sachinkapoor-c9k 3 месяца назад +12

    sir you are gem of this data science domain. organization who are taking 3 lakh to teach data science content is worst but you are the gem of student like us.
    please start gen ai playlist

    • @iamchiraggupta
      @iamchiraggupta 3 месяца назад

      bahi is this playlist complete ?

    • @iamchiraggupta
      @iamchiraggupta 3 месяца назад

      im new im doing from krishnaik but someone suggest ki yhn se karo best h ye.

    • @sachinkapoor-c9k
      @sachinkapoor-c9k 3 месяца назад +1

      Yes its almost completed only few architecture is left bert and gpt

    • @OMINITRIX-x9j
      @OMINITRIX-x9j 5 дней назад

      I know onely python should i go through these playlist ?​@@sachinkapoor-c9k

  • @mentalgaming2739
    @mentalgaming2739 3 месяца назад +3

    First Guy to talk about this 😅 Love from Pakistan ❤

  • @ayyamguari6134
    @ayyamguari6134 3 месяца назад +2

    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!!

  • @amolmahadgut3576
    @amolmahadgut3576 Месяц назад

    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

  • @hasanrants
    @hasanrants 3 месяца назад +3

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

    • @OMINITRIX-x9j
      @OMINITRIX-x9j 13 дней назад

      Did he cover all the concept of machine learning?

    • @hasanrants
      @hasanrants 12 дней назад

      @@OMINITRIX-x9j yes almost all of them, left out AUC ROC curve, a couple of classifiers but he covered the rest of the topics in-depth.

  • @armanmehdikazmi5390
    @armanmehdikazmi5390 Месяц назад +1

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

  • @sheikhfurqan3543
    @sheikhfurqan3543 3 месяца назад +1

    Such an Amazing Lecture, The way you explain all the things are impressive and easy to grasp.
    Thank you so much for teaching us.
    May ALLAH Bless you more more and more

  • @satishmutke8199
    @satishmutke8199 3 месяца назад

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

  • @hashamakram5163
    @hashamakram5163 3 месяца назад

    This is something special, a wizards wand in the Data Scientist toolkit.
    Thanks for introducing this amazing framework.

  • @shadowking255
    @shadowking255 3 месяца назад +1

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

  • @7lyrics302
    @7lyrics302 3 месяца назад

    this is some content we crave for every data science learner , will know your name

  • @maniaharshil
    @maniaharshil 3 месяца назад

    thank you for keeping us updated with latest trend and technology

  • @kalampariyar8000
    @kalampariyar8000 3 месяца назад

    Nitish sir tussi great ho! Love from Nepal.💛

  • @abdurrehmansiddique4480
    @abdurrehmansiddique4480 3 месяца назад

    This guy is under rated... Good Tutorial

  • @haseebmohammed3728
    @haseebmohammed3728 2 месяца назад

    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

  • @sudhanshuraj4621
    @sudhanshuraj4621 3 месяца назад

    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.

  • @Shisuiii69
    @Shisuiii69 3 месяца назад +25

    Background changed but missing legendary orange wall background

  • @deepaiplanet
    @deepaiplanet 3 месяца назад +1

    best teacher❤

  • @denishclarke4470
    @denishclarke4470 3 месяца назад

    I literally needed this tutorial, thank u

  • @tathagatamandal4245
    @tathagatamandal4245 3 месяца назад +1

    Thank You Sir for everything

  • @not_amanullah
    @not_amanullah 3 месяца назад +1

    This is helpful 🖤🤗

  • @upendraparwaz7561
    @upendraparwaz7561 3 месяца назад

    You are my real guru.

  • @aayushupadhyay7106
    @aayushupadhyay7106 3 месяца назад

    Legend is back ❤

  • @AbuzarbhuttaG
    @AbuzarbhuttaG 3 месяца назад +1

    best of the best video

  • @156-rahultejmora6
    @156-rahultejmora6 3 месяца назад

    Excellent explanation sir ..

  • @CRAZYELON
    @CRAZYELON 3 месяца назад

    GOAT 💯🔥

  • @jai_chauhan2002
    @jai_chauhan2002 3 месяца назад

    I love your spirit sir

  • @springwaterfall8999
    @springwaterfall8999 3 месяца назад

    Thank you! I was looking it!

  • @sunilmohapatra-kd5tm
    @sunilmohapatra-kd5tm 3 месяца назад +1

    very nice sir..

  • @MayankRaj-i9j
    @MayankRaj-i9j 2 месяца назад

    thank you Sir

  • @MeherabSourov
    @MeherabSourov 3 месяца назад

    Hi sir. Love you a lot. How are you. Many days later see you❤

  • @Xyzjb
    @Xyzjb 3 месяца назад +1

    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.😊

  • @Dinosaur_._1_.1
    @Dinosaur_._1_.1 3 месяца назад

    Good vdo

  • @RamandeepSingh_04
    @RamandeepSingh_04 3 месяца назад

    Thank you so much sir

  • @aiforeveryone
    @aiforeveryone 2 месяца назад

    Great

  • @arpitpathak7276
    @arpitpathak7276 3 месяца назад

    Thanku sir ❤

  • @RiteshShirsat-ye7hj
    @RiteshShirsat-ye7hj 3 месяца назад

    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

  • @SanketSancheti-h5e
    @SanketSancheti-h5e 2 месяца назад

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

  • @santukarmaker6358
    @santukarmaker6358 3 месяца назад

    Please make videos on Multimodal Machine Learning & techniques of MML

  • @Danyal_alam
    @Danyal_alam 3 месяца назад

    Will you be updating deep learning playlist?

  • @shyamalaspure3316
    @shyamalaspure3316 3 месяца назад

    Just a one question optuna can be applied on attention model

  • @HeMANTIisLIvE
    @HeMANTIisLIvE 3 месяца назад

    Legend is back ❤ ........ First comment ❤

  • @PRITPAL1999
    @PRITPAL1999 3 месяца назад

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

  • @aibutsimple
    @aibutsimple 3 месяца назад

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

  • @barunchowdhury87
    @barunchowdhury87 3 месяца назад

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

  • @not_amanullah
    @not_amanullah 3 месяца назад +1

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

  • @abhisheksaurav
    @abhisheksaurav 3 месяца назад

    sir, when you are launching your course on DL?

  • @abubakkersiddique1479
    @abubakkersiddique1479 Месяц назад

    please make video on genetic algorhitm and pso

  • @geetakondal
    @geetakondal 3 месяца назад

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

  • @salaarkhan8481
    @salaarkhan8481 3 месяца назад

    Please sir also resume deep learning playlist

  • @BreakingTheMatrixxx
    @BreakingTheMatrixxx 3 месяца назад

    please complete Deep Learning Playlist ..

  • @parometakarmmakar6620
    @parometakarmmakar6620 3 месяца назад

    is any data analytics course going to lunch in the next one or two months..?

  • @prateekbakaje7764
    @prateekbakaje7764 3 месяца назад

  • @ankushsaha2975
    @ankushsaha2975 Месяц назад

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

  • @rugvedhosamath2841
    @rugvedhosamath2841 3 месяца назад

    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?

  • @mdkamruzzaman--nx4nx
    @mdkamruzzaman--nx4nx 3 месяца назад

    You should make videos about ml pipeline

  • @zainfaisal3153
    @zainfaisal3153 3 месяца назад

    Sir 1 baat btani hai app ko : Love you SIr

  • @BadBoy-yb5pq
    @BadBoy-yb5pq 3 месяца назад

    Sir please explain how you approach a topic to learn it deeply please sir

  • @WORK-HARD-jm4cg
    @WORK-HARD-jm4cg 3 месяца назад

    Sir please upload DSA remaining part . Trees , graphs

  • @parometakarmmakar6620
    @parometakarmmakar6620 Месяц назад

    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?

  • @DataTalesByMuskan
    @DataTalesByMuskan 29 дней назад

    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..

  • @technoblade2007
    @technoblade2007 2 месяца назад

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

  • @sandipsalunkhe5910
    @sandipsalunkhe5910 3 месяца назад

  • @barnikalasrinuvas7976
    @barnikalasrinuvas7976 3 месяца назад

    Sir please start gen ai free or paid course 🙏 ,
    Learning from you is actually a boon

  • @pratikpal5565
    @pratikpal5565 3 месяца назад

    Kuch kuch deep learning optimiser ke jaisa hai

  • @vishalrathi1362
    @vishalrathi1362 3 месяца назад

    Can you upload this colab notebook

  • @FaheemKhan-us6zj
    @FaheemKhan-us6zj 3 месяца назад

    Please Share this notebook

  • @priyadarshighosh9249
    @priyadarshighosh9249 3 месяца назад

    Complete RNN pleasee

  • @FaisalRasheed-k2o
    @FaisalRasheed-k2o 3 месяца назад

    cretae videos on auto encoders and time series

  • @ShrithMadaan
    @ShrithMadaan 3 месяца назад

    DL-NLP course update please?
    And Gen AI Course update please?

  • @electricalengineer5540
    @electricalengineer5540 3 месяца назад +1

    Happy face

  • @sharangkulkarni1759
    @sharangkulkarni1759 3 месяца назад

    Ghar bdal gya,

  • @Rits1804-l4r
    @Rits1804-l4r 3 месяца назад +1

    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.....

  • @Arjun-hc7ow
    @Arjun-hc7ow 3 месяца назад

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

    • @RajeshSingh-om9iv
      @RajeshSingh-om9iv 3 месяца назад

      He teaches in english also. You can refer his English channel:Krish naik

    • @Arjun-hc7ow
      @Arjun-hc7ow 3 месяца назад

      @@RajeshSingh-om9iv im asking about campusx channel nithish sir bro

    • @RajeshSingh-om9iv
      @RajeshSingh-om9iv 3 месяца назад

      @@Arjun-hc7ow sorry bro..actually i misunderstood this guy with someone else

  • @faqeerkhan4840
    @faqeerkhan4840 3 месяца назад