Why Statistics Is Super Important For Data Science? Must Watch

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  • Опубликовано: 11 сен 2024
  • Complete Stats Playlist: • Live Day 1- Introducti...
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Комментарии • 31

  • @anurag0037
    @anurag0037 2 года назад +5

    Few use cases of statistics in predictive modeling:
    1. Validating distribution of target variable
    2. Before building models we do have a few hypothesis in our mind or business. After getting the data and target finalization we have to test our hypothesis using various tests.
    3. Hypothesis testing used in feature selection as well. Like if a variable adding significant value to a model predictions
    4. After models building statistics used in modeling monitoring such as significant reduction in model performance accuracy or KS or hit rate etc

  • @equiwave80
    @equiwave80 2 года назад +6

    Hi Krish, Your Statistics related videos are a real boon for anyone breaking into the Data field. Kudos to all your efforts!!!

  • @krishnaik06
    @krishnaik06  2 года назад +4

    Happy Teacher's Day. On the occasion of this auspicious day we at @iNeuron Intelligence are offering 30% off on all the courses. Use Krish30 as the coupon code. Happy Learning!!
    Check out all the courses link below. This offer is valid till 10th September
    FSDS Bootcamp 2.0 With Job Guaranteed: bit.ly/3qalRaF
    Data Science Industry Ready Projects : bit.ly/3qmKGAe
    30 Days Data Science Interview Prep: bit.ly/3ASKOfy
    Java Full stack Developer: bit.ly/3ei8HWa
    Devops Pro: bit.ly/3D4KI7l

    • @Adityakumar-uh9wo
      @Adityakumar-uh9wo 2 года назад

      Ji sir thank you so much 😊

    • @Adityakumar-uh9wo
      @Adityakumar-uh9wo 2 года назад

      But teachers day to 3 din pahle tha na🤔

    • @SanMalli
      @SanMalli 2 года назад

      Hello sir i want to learn ai from your channel and i like your teaching way ...but I can't able to find the playlist... please help me here❤️🙏
      Love From Nepali 🇳🇵🇳🇵 student yrr 🥰

  • @shubhpundir2191
    @shubhpundir2191 2 года назад +2

    Please make a playlist for Linear Algebra and Calculus, I recently finished your 7 day live Stat and found it amazing, hope you can do the same for Linear Alg and Calculus

  • @venkivtz9961
    @venkivtz9961 2 года назад +1

    To find how your model perform, most of the times we use different measurements like f1-score etc... are also statistical measurements only. A small question to all, why we have to divide with n-1 for Variance or SD for sample , but when we calculate for population Var or SD, we divide with n ( n is the no of subjects in the sample or sample size) . Dont escape with avoid Bias. let us make it more statistical

    • @monu8374
      @monu8374 2 года назад

      Well, this can be explained two ways : downward bias and the degrees of freedom.
      Let me explain in terms of degrees of freedom, dof is number of observations minus the number of parameters estimated. So while calculating SD, we already have an estimated parameter (mean of all the observations) in the numerator, which brings down the dof to n-1, so divide the numerator of SD by n-1 not n.

  • @Adityakumar-uh9wo
    @Adityakumar-uh9wo 2 года назад +2

    Much needed video at right time
    Wow thanks 🤩❣️

  • @ImtiyazBk
    @ImtiyazBk 2 года назад

    More power to Krish bhai😇🙏
    Keep making such kind of videos related to data science, its very helpful for us. Thank you Krish❤️❤️

  • @SanMalli
    @SanMalli 2 года назад +2

    Hello sir i want to learn ai from your channel and i like your teaching way ...but I can't able to find the playlist... please help me here❤️🙏
    Love From Nepali 🇳🇵🇳🇵 student yrr 🥰

  • @mithunmahato309
    @mithunmahato309 2 года назад +2

    Hi Krish,
    I am a Mech Engg graduate, aerodynamics post graduate from one of the top IITs . I got into EdTech sector in content team 3 years ago in campus placement at IIT.
    Present CTC 10 LPA.
    How is the scope in today's market ? I want to switch but need guidance.

  • @anuradhabalasubramanian9845
    @anuradhabalasubramanian9845 2 года назад

    Excellent Krish ! You always rock :)

  • @shivoham5939
    @shivoham5939 2 года назад

    I have gone through your statistics video thanks Krish 🙏

  • @madhu1987ful
    @madhu1987ful 2 года назад

    Sir video header alli spelling mistake --- MUST WATCH pls correct it. Thanks.

  • @rajubaddela8392
    @rajubaddela8392 2 года назад

    Krish ..can you specify why exactly hypothesis testing was used ??

  • @dikshantgupta5539
    @dikshantgupta5539 2 года назад

    Can you please continue NLP Live playlist please?

  • @pallavisaxena7496
    @pallavisaxena7496 2 года назад

    Please share Roadmap to NLP Engineer

  • @karth2882
    @karth2882 2 года назад

    Hi Krish, Is SPSS useful tool to learn? For Business/data analyst

  • @Shubham_2510
    @Shubham_2510 2 года назад

    I want to get in data science but i m very weak in dsa . So can i go in data science without dsa

  • @ruudrapatel2520
    @ruudrapatel2520 2 года назад +1

    Must Watch*

  • @hiteshakre9165
    @hiteshakre9165 2 года назад

    Hi Krish , you should create a discord server......

  • @siddhantkohli5063
    @siddhantkohli5063 2 года назад

    EDA and ML sir

  • @rajaero8975
    @rajaero8975 2 года назад

    Ride video at right time

  • @shahrukhsultan8727
    @shahrukhsultan8727 Год назад

    Why stat is important for data science ? Answer: Data Science is nothing but mathematics implemented by computer technologies.

  • @mayankshuklaYT
    @mayankshuklaYT 2 года назад

    Guys the name Data Science and people think they can do it without Maths and Stats 😂😅?

    • @vijaybhargavkarnati9926
      @vijaybhargavkarnati9926 2 года назад

      Many people choosing this because of misconceptions like no coding, maths etc.😂🤣but it is completely opposite

  • @zaidrehman8220
    @zaidrehman8220 2 года назад

    During EDA

  • @prog2597
    @prog2597 2 года назад

    Hello

  • @relaxing587
    @relaxing587 2 года назад

    1 comment