Question Of The Decade? Is DSA Required For Data Science?

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  • Опубліковано 6 лют 2025
  • In this video we will be discussing about a generiic question asked by many people whether data strcutres and algorithms is required for datascience.
    Finally, since nearly all software applications use data structures and algorithms, your education path needs to include learning data structure and algorithms if you want a career as a data scientist or programmer.
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КОМЕНТАРІ •

  • @krishnaik06
    @krishnaik06  Рік тому +9

    Check out the end to end data science projects playlist :)
    ua-cam.com/video/S_F_c9e2bz4/v-deo.html

  • @programwithpradhan
    @programwithpradhan Рік тому +155

    I got rejected more than 5 companies because of my lack of problem solving skills. You have to learn basic DSA. You can compromise on data science skills but you can't compromise on basic dsa

    • @nasmidarokky7
      @nasmidarokky7 Рік тому +2

      How did you finally make it ,bro?

    • @programwithpradhan
      @programwithpradhan Рік тому +1

      @@nasmidarokky7 yaa by learning DSA and practicing more problems.

    • @chandanbharti5207
      @chandanbharti5207 Рік тому

      Agreed that's why i have spent over 5 month learning DSA and now learning DS skills for campus placements

    • @rutumane6087
      @rutumane6087 Рік тому

      Konsi language mai DSA kiya tha bro ?

    • @programwithpradhan
      @programwithpradhan Рік тому +1

      Python because I was looking for a data scientist role at that time

  • @tanujshriyan
    @tanujshriyan Рік тому +31

    The problem is we are in a world where an excellent programmer who can completely build an end to end system with good performance can get rejected because their DSA skills aren't that good. People gotta realize that sometimes it is just too difficult or maybe impossible to understand DSA.

  • @brainstorm4869
    @brainstorm4869 Рік тому +36

    Can you make a playlist on python covering all concepts of first OOP then after that DSA all according to a college level begginer student with all deep concepts with practical explanation and implementation and it's uses

  • @karanshingde
    @karanshingde Рік тому +36

    IT IS REQUIRED! I GAVE 10 INTERVIEWS IN ML AND DS. YES THEY ASKED, START WORKING

    • @xyz-vv5tg
      @xyz-vv5tg Рік тому +1

      Which company? And which data structure?

    • @PavanKumarDidde
      @PavanKumarDidde 6 місяців тому

      Which should I pick dsa in Java or in python

    • @NischitSapkota
      @NischitSapkota 6 місяців тому +1

      @@PavanKumarDidde python bro.. I knew Java and still went out of my way to learn python for DSA

    • @RamaKrishna-mp7eu
      @RamaKrishna-mp7eu 5 місяців тому

      bro in data scientist role learning dsa is important or not if it is important dsa with which language will choose bro

    • @NischitSapkota
      @NischitSapkota 5 місяців тому

      @@RamaKrishna-mp7eu you'll primarily have to work with Python or R in your Data Scientist role , learning another language like Java or C++ is pretty redundant. Also, DSA interview rounds are very time-limited so , Java (since it is very very verbose )would be a worse option too.

  • @OMPRAKASH-uz8jw
    @OMPRAKASH-uz8jw Рік тому +10

    In Fact what I want to say is Data science , Data Engineering etc, which are related to coding, it needs the fundamental of computer science . Simply knowing how to code will not make us what we want to become. If we turn back and see, a new language called Mojo, is already there and to understand mojo, it requires the skills from C, C++, RUST and Python. In fact it requires the skills from computer science. We most of us are making mistakes like we simply learn python, solve some problems and Determine ourselves as Datascientist. What if Mojo takes everything tomorrow? since it is still and development and I am very much shocked with its Rapid development. So funda is needed everywhere or in other words, computer science is must or in simple words , bits and bytes( 0s and 1s) is must.

  • @ENTERTAINMENTFACTVIDEOBYADI
    @ENTERTAINMENTFACTVIDEOBYADI Рік тому +7

    Sir I am join the course because of you please sir you teach others all the concepts in pw course data science

  • @user-dl4jq2yn1c
    @user-dl4jq2yn1c Рік тому +3

    Sir pls make videos on DSA. U r tge best teacher out there,so requesting u sir🙏🙏

  • @arhamqamar7462
    @arhamqamar7462 Рік тому +8

    Nice video sir. Cleared all my doubts. Can you tell us some good resources for learning DSA with respect to Python, since there are not many DSA tutorials with Python. Thanks!

    • @AJK-a2j00k4
      @AJK-a2j00k4 Рік тому +3

      neetcode (youtube channel) does it in python

  • @mohsinkhan-bw3cd
    @mohsinkhan-bw3cd Рік тому +7

    Do we need to learn all data structures or only list tuples dictionary or should we learn linked list and hashmap? For data science

    • @krishnaik06
      @krishnaik06  Рік тому +3

      learn to make ur programming skills good :)

  • @cods10
    @cods10 Рік тому +5

    Sir, you should also tell which topic is important for data science because in DSA many topics❤

  • @katorechaitanya
    @katorechaitanya Рік тому +6

    my question is for DATA SCIENCE role is it necessary to code in python for DSA round or we can do it in any language

    • @adminscooby2648
      @adminscooby2648 Рік тому +1

      I also have the same question Krish can you explain this ?

    • @krishna_tyagi2221
      @krishna_tyagi2221 5 місяців тому

      You got any answer on this question?

  • @SaimSelim
    @SaimSelim Рік тому +1

    Thank you @Krish for clearing it up

  • @sghosh5904
    @sghosh5904 Рік тому +2

    Hi Krish, very informative. I am a business analyst- functional person who specifies functional requirement to build a product. For me to apply data science models in business process, i see now platforms have configurable options. Do i need DSA. ? And wht could be prorable fitting roles for such profiles. I hav arnd 15 yrs exp

  • @manojthanu
    @manojthanu Рік тому +1

    Hello Krish , could you please make a video on text summary using gensim for a dataframe containing multiple rows ?

  • @mainakghosh7496
    @mainakghosh7496 Рік тому +4

    Sir can you upload the note link of 6 hours stats (I have searched everywhere but can't find the notes)

    • @krishnaik06
      @krishnaik06  Рік тому +2

      going to provide all the notes soon :). will be putting all at one place :)

    • @mainakghosh7496
      @mainakghosh7496 Рік тому +1

      @@krishnaik06 Thank you sir

  • @AllrounderAshish28
    @AllrounderAshish28 Рік тому +2

    Hello sir, I have started your statistics playlist, but I am confused which to study, english, Hindi, or 6 hour statistics video???? Pls reply sir

  • @nnn039
    @nnn039 4 місяці тому

    very well explained bit by bit.Thanks alot

  • @ENTERTAINMENTFACTVIDEOBYADI
    @ENTERTAINMENTFACTVIDEOBYADI Рік тому +7

    Sir I am data science student in pw sir please you teach in pw nlp other teachers teacher. I am not understand

    • @allinoneayush4106
      @allinoneayush4106 Рік тому

      Bro which batch you enroll because I want to enroll in data science master batch

    • @allinoneayush4106
      @allinoneayush4106 Рік тому

      Can you suggest me what I do

  • @akjilane1137
    @akjilane1137 Рік тому +1

    I choose the statistics pathway in my Data Science online degree. If am unable to complete the DSA course in the Data Science degree instead I focus on regular problem-solving (Kaggle, domain-related problems)-will it be impactful? Perhaps, I will take the DSA course later in my career.

  • @anshulbisht1350
    @anshulbisht1350 Рік тому +2

    Should we learn some new language say C++/Java for DSA. Or should we do that in Python itself?

    • @karanshingde
      @karanshingde Рік тому

      Python alwaysaa if in ML

    • @Stayy_happy_
      @Stayy_happy_ Рік тому

      In my opinion , For DSA we should proceed with Java
      I'm from data sci branch and started learning Java after python only for DSA🙏

    • @anshulbisht1350
      @anshulbisht1350 Рік тому

      @@Stayy_happy_ Lack of time.. Campus placements are here only, better to get started with python itself ig.

  • @LetsHappy21
    @LetsHappy21 Рік тому +2

    Hi Krishh... I have 8 yrs of career gap and I'm not having any work experience certificate. But I would love to do a data science in your course . Am I eligible and can get a job once I completed your intership?

  • @akarshitrana9561
    @akarshitrana9561 Рік тому +2

    Sir do we need to use python for dsa questions in interview or we can code it in any programming language

  • @fastlane391
    @fastlane391 3 місяці тому

    Need to learn all data structures and their "advanced concepts" to become better programmer and also for ML and DL ?
    currently I am pursuing Btech in AI/ML specialization, so please guide me with this.

  • @abhishekshinde6153
    @abhishekshinde6153 Рік тому +2

    Love your work sir. Pls reply

  • @VAIBHAVMALHOTRA19
    @VAIBHAVMALHOTRA19 11 місяців тому

    Thank you for clearing my doubt

  • @summa7545
    @summa7545 Рік тому +2

    Hi, I'm new to datascience as just now studying. Is there really possible to do coding without DSA like random forest, linear / logistic regression? I'm from non IT background.

    • @sportsoctane
      @sportsoctane Рік тому

      Dude wht is coding from ur pov. DSA is coding, in simple language

    • @summa7545
      @summa7545 Рік тому

      @@sportsoctane in that case what's context of this video. Here DSA is being portrayed as a separate part. That's my query.

    • @gMadhu-kx6qq
      @gMadhu-kx6qq Рік тому +1

      In Data science or ML we can work on case studies using the Python libraries. These libraries internally uses DSA. There may be scenarios where we require fast computing solutions, there we need our DSA skills to make the optimised solution. It’s not mandatory for all companies to have DSA as libraries can do task but it’s good to have DSA as a software engineer. Hope this clarifies doubt.

  • @OmkarShelke-w2j
    @OmkarShelke-w2j 8 місяців тому

    sir i think , the dsa topics which we implement are already written and are available as python libraries , so i don't think we need not to learn that, instead we must think of learning the emerging technologies.

  • @lassopacific
    @lassopacific Рік тому +1

    should to make a detailed video on AI Agents❤

  • @nageshkokare9050
    @nageshkokare9050 26 днів тому

    Thanks bhaiya for this information

  • @licklock8406
    @licklock8406 Рік тому +3

    in summary YES

  • @gokulnaathramesh3141
    @gokulnaathramesh3141 11 місяців тому

    Hi, I am a .NET Full Stack Developer with 6 years of experience. Is it possible for me to learn DSA after these years… Am I too late?

  • @anantababa
    @anantababa Рік тому

    @krishnaik06 Do you have any data science playlist for beginner ?

  • @mainakghosh7496
    @mainakghosh7496 Рік тому +12

    Its not that I hate DSA but I don't get the time to practice Leetcode after doing ML,, managing my tier 3 college & assignments.

    • @krishnaik06
      @krishnaik06  Рік тому +5

      I know it looks difficult to spend time daily...but atleast start with 30 min daily :)

    • @mainakghosh7496
      @mainakghosh7496 Рік тому +3

      @@krishnaik06 okay sir :D

  • @faheemahmad04
    @faheemahmad04 Рік тому

    SIR please make videos on DSA

  • @ritikaradh
    @ritikaradh Рік тому

    Is DSA programming language specific...?
    I mean if I learnt DSA in Java , then will I have to learn DSA in Python separately?
    Someone Please Answer🥺🥺 am really confused.

    • @DeanAmbrose-rr7kg
      @DeanAmbrose-rr7kg 10 місяців тому

      No but the programming approach will be differnt for the both the language that's it

  • @satyajitchaudhuri3819
    @satyajitchaudhuri3819 Рік тому +1

    In short - DSA is a must!

  • @Thinesh_Kumar
    @Thinesh_Kumar Рік тому +2

    Krish can you suggest any curated DSA specialised on python

  • @amankumbhalwar
    @amankumbhalwar 10 місяців тому

    Sir, DSA resources?

  • @viveknarula6266
    @viveknarula6266 Рік тому +3

    What to do when one is not able to solve Dsa questions.😢😢

  • @DeanAmbrose-rr7kg
    @DeanAmbrose-rr7kg 10 місяців тому

    Learn dsa thats it he is saying in this video

  • @abrarzayed6091
    @abrarzayed6091 7 місяців тому

    নুনু