A/B Testing In Data Science

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  • Опубликовано: 17 ноя 2024

Комментарии • 43

  • @abhishekprasar8711
    @abhishekprasar8711 9 месяцев назад +4

    This is the irony.People putting useless content on youtube cross 1M in sort span,whereas kris is putting his hard effort from long time but yet to cross 1M.I know how much effort it takes.I being in a director in AI field can give all my kuddos to Krish for making such wonderful videos and guiding candidates.Please do listen him and share his hard work

    • @Vinit_Gambhir
      @Vinit_Gambhir 2 месяца назад

      Hi Sir, I have completed MCA with Data Science knowledge. Can you please refer me in your company?

  • @androidsoham
    @androidsoham 3 года назад +17

    In my 5 year experience as a Business Analyst I have never heard A to B testing!
    In industry we call it AB testing, just to confirm!

  • @SunilKumar_67
    @SunilKumar_67 5 лет назад +12

    Krish bro, thanks for your videos. Can you please share some links that contains python codes for conducting A/B Testing in practical problems

  • @pratyushsharma4789
    @pratyushsharma4789 2 года назад +2

    Bro, AB testing ka explanation kidhar hai ? Recommendation scheme thodi na samjhana tha!

  • @aditiverma9889
    @aditiverma9889 7 месяцев назад

    Hi @krishnaik06, can you please create a playlist to implement A/B testing from scratch using Python? A marketing related scenario will be ideal as it is something we Data Scientist use everyday

  • @tramesh3educo
    @tramesh3educo 4 года назад +2

    nice to see your video as we know other in Sapient. Really loved AB testing tutorials shared.

    • @krishnaik06
      @krishnaik06  4 года назад +2

      Hey Ramesh...how have u been? :)

    • @tramesh3educo
      @tramesh3educo 4 года назад +1

      @@krishnaik06 what is your mobile number

    • @tramesh3educo
      @tramesh3educo 4 года назад +1

      @@krishnaik06 I am doing good, I am a keen learner, and being a designer wanted to explore machine learning and AI. where you can guide me through. Can u please share your mobile number. willing to talk to you.

  • @PankajSingh-qc5mq
    @PankajSingh-qc5mq 3 года назад +2

    you stretched just definition for 6 minutes. Nothing else than a simple definition. So repeatative.

  • @shivanishah1612
    @shivanishah1612 8 месяцев назад

    Hi Krish, I watch your almost all videos. As you mentioned, Can you provide spring board india youtube channel because what you provided in description, its not working.

  • @ashwiny2k05
    @ashwiny2k05 Год назад

    Hi Krish,It would be great if you can post a detailed video on AB testing process for a specfic real time scenario.

  • @senthilnathanperiasami102
    @senthilnathanperiasami102 4 года назад

    You make the topic easier to understand

  • @akhilrapalli4118
    @akhilrapalli4118 5 лет назад +2

    Hi krish nice video can we use different ml algorithms to engance the A/B TEST. when can we get the dataset to implement and deploy? U started a course ?

  • @talentzunlimited1398
    @talentzunlimited1398 Год назад

    Nicely explained !!!

  • @senthurpandian1415
    @senthurpandian1415 2 года назад

    This is not A/B Testing and whatever you are telling is not the AB testing of a data scientist.

  • @bommadiuday1958
    @bommadiuday1958 3 года назад

    Expected more from you

  • @lekramsende8314
    @lekramsende8314 Год назад

    We can say samples from population.?

  • @prasadgaikwad3462
    @prasadgaikwad3462 4 года назад

    Sir i have query if test size we change and also random_state also we change then accuracy is change then how we predict that the model is correct or not??

  • @bizdep6237
    @bizdep6237 3 года назад

    Hi Krish, could A/B testing be used in the scenario where there is an existing model deployed in the production already but it needs to be replaced by another model. If yes, what metrics shall we look for when we compare the performance of the two models? Can you provide a code snippet to explain the same.

    • @jigyashukeshri
      @jigyashukeshri 2 года назад +1

      In this scenario A/B testing is not applicable. Since you already know the performance of the models compared to a common test dataset, you deploy the one which shows better performance. You apply AB testing in scenarios where you can not test the performance of one vs another unless you deploy it in production. If Netflix wants to choose thumbnail out of many they can not predetermine which will perform better for their viewers. That is why they release a thumbnail for a small set of subscribers and track the performance of the content being consumed by the subscribers against another set of similar subscribers who were not shown the new thumbnail.

  • @JainmiahSk
    @JainmiahSk 5 лет назад +3

    Krish bro I want to join the course whom should I contact. Please reply 💛💚💙

    • @rajendrataidala8289
      @rajendrataidala8289 5 лет назад +1

      @@krishnaik06 thank you! sir

    • @akhilrapalli4118
      @akhilrapalli4118 5 лет назад +2

      He started a. Course in data science @jainmiah Sk

    • @JainmiahSk
      @JainmiahSk 5 лет назад +1

      @@akhilrapalli4118 machine learning course.

    • @RealBharatKatkade
      @RealBharatKatkade 4 года назад

      Hello Krish, I am looking for career which to Data science, I am currently working as mechanical design engineer, please help

  • @muzammil2587
    @muzammil2587 4 года назад +1

    Damn... learnt a lot from this.

  • @maheshv4736
    @maheshv4736 3 года назад

    Great job.... Sir

  • @gurinderpartapsingh8694
    @gurinderpartapsingh8694 5 лет назад

    Hello Krish sir....sir Please make a playlists on Re-inforcement learning.....????Plse sir reply back sir....u teach very good ....so that's why I'm requesting to u....

  • @dataawesome6373
    @dataawesome6373 3 года назад

    nice krish

  • @sheikhshah2593
    @sheikhshah2593 Год назад

    nice

  • @Raja-tt4ll
    @Raja-tt4ll 5 лет назад

    Very nice video

  • @shivakrishnareddy5855
    @shivakrishnareddy5855 5 лет назад

    Sir can "Data Protection Act" can effect the jobs in data science

    • @jigyashukeshri
      @jigyashukeshri 2 года назад

      Most likely it will create more jobs for data centers. Because this act mainly focuses of localisation of data. Companies are supposed to store data of Indians in India only. This way more data centres can come up in India. Recently Microsoft opened a data centre in Pune and one more is announced in Hyderabad. Regarding data science job, the companies can use their existing data scientist code to process the data created by these new data centres. If there is any job getting created for data scientists just because of this regulation, it will not be significant

  • @soumyasaswati2927
    @soumyasaswati2927 4 года назад

    Nice

  • @saishnaik139
    @saishnaik139 5 лет назад +4

    Can Data scientist work as a freelancer or work from home?

    • @rushikeshbulbule8120
      @rushikeshbulbule8120 5 лет назад +2

      Yes definitely

    • @BiancaAguglia
      @BiancaAguglia 5 лет назад +2

      Yes, but, as in most other fields, it's harder to find work as a freelancer than it is to find a job. You have to be creative, do a lot of networking, and probably do some project work for free to build your portfolio and your reputation. 😊

    • @kolukuluriaditya2284
      @kolukuluriaditya2284 5 лет назад

      Yes

    • @kolukuluriaditya2284
      @kolukuluriaditya2284 5 лет назад +1

      But better to work in a company for 3 to 4 years. .and then go for freelancing

    • @vithalnistala2271
      @vithalnistala2271 4 года назад

      yes but it's for chief data scientists .they only go for free lancing for higher remuneration.or very experienced data scientists.