EDA on Healthcare data | AI for Healthcare | Healthcare Data Analysis | Data Analysis using Python

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  • Опубліковано 17 січ 2025

КОМЕНТАРІ • 54

  • @SatyajitPattnaik
    @SatyajitPattnaik  3 роки тому +6

    Want me to work on some projects on your domain?
    Leave a comment and I will come back with a video soon ❤️❤️

    • @Apzzonline
      @Apzzonline 3 роки тому +1

      Predictive maintainence and preventive maintainence in manufacturing sector

    • @meerahari7844
      @meerahari7844 3 роки тому

      Yes, If possible please upload an EDA on Construction Industry.

  • @gunjansharma162
    @gunjansharma162 2 місяці тому +2

    Thank you so much sir I was searching whole net for health care projects thank you so much

  • @nishushroff9656
    @nishushroff9656 2 роки тому +6

    The way you teach sir is honestly the best kind of teaching. I got so much to learn from you... Thank you ❤

  • @kanchan-kulkarni407
    @kanchan-kulkarni407 Рік тому +1

    very nicely explained, in a simple language. thanks a lot.

  • @actress747
    @actress747 9 місяців тому +1

    this video is very helpful to me in my project🥰🥰🥰

  • @karthiksr8990
    @karthiksr8990 3 роки тому +2

    couldn't stop watching your videos. interesting and very much helpfull. really helpfull for someone like me who are looking to switch career to data science. keep up the good work.

    • @karthiksr8990
      @karthiksr8990 3 роки тому +1

      I request you to make end to end data analysis project.

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому

      thanks Karthik

    • @YODDHASPARKS
      @YODDHASPARKS Рік тому

      ​@@karthiksr8990 have u done a medical degree like mbbs so now you wanna add this skill to it ❓❓❓❓❓

  • @saritaxsingh
    @saritaxsingh 2 роки тому

    PATTNAIK JI THANK YOU again.

  • @saurabhrajput7482
    @saurabhrajput7482 3 роки тому +2

    thanks Satyajit
    this is really great insight.
    Can you please give some guidance I am currently working in sales in healthcare industry.
    how can i prepare my self for the maximum result.
    I am having a 4+ Year of experience in this field.
    Thanks.
    Saurabh

  • @Abhishekverma-sk2mm
    @Abhishekverma-sk2mm 3 роки тому +2

    thank you for this wonderful session sir, one request can you please explain an end to end data analysis project (start to end) , just to feel and understand real life companies work , thank you in advance

  • @shubham_ssr
    @shubham_ssr Рік тому

    Sir make a video on which data cleaning is required like to use mean, median,fillna,etc

  • @truptiranimahapatra2898
    @truptiranimahapatra2898 10 місяців тому

    Hi Satyajit, your video is really helpful and informative. Can you make a video on handling imbalanced data using sampling techniques

  • @nishiraju6359
    @nishiraju6359 3 роки тому +2

    Thank You so much @Satyajit Sir.
    Keep upload more n more.. in healthcare.
    It's really a clear understandable video.

  • @pravithanishanth1577
    @pravithanishanth1577 2 роки тому +1

    Hi sir, This video is suitable for the presentation of the Medical data science project in an interview??

  • @suryabhaskarkanduri4816
    @suryabhaskarkanduri4816 Рік тому

    What is Scholarship meant to be in dataset??

  • @deivamanijegadeesan4547
    @deivamanijegadeesan4547 3 роки тому +1

    Plz make a video on Cervical cancer dataset

  • @msudheer009
    @msudheer009 9 місяців тому

    hi satyajit , if u don't mine can u have teach the eda on pharmaceutical industry project.

  • @shubhammohire2258
    @shubhammohire2258 Місяць тому

    Can anyone please explain me where is AL part starts ? I didn't understood.
    Please

  • @jmvianneyngbombenguia9290
    @jmvianneyngbombenguia9290 Рік тому +1

    Where can we find this dataset?

  • @asdfghjkl566
    @asdfghjkl566 2 роки тому

    For plotting of missing values, im getting an error "TypeError: pointplot() got multiple values for argument 'data'". How to proceed?

  • @peaceful2calm
    @peaceful2calm 2 роки тому

    This is a great video. I wanted to ask on line 85 whether the predictor is something we define or is defined within python? Naturally I would like it to iterate through all the columns. An error messages arises with "name 'predictor' is not defined." I am not sure what to do next. It would be laborious to do one at a time. I'd appreciate your help. Thanks.

    • @SatyajitPattnaik
      @SatyajitPattnaik  2 роки тому

      i and predictor are something that the Python interpreter understands. Is that line giving you an error? If yes, can u paste the error here, or else ask it on stackoverflow, and give me the link

  • @AV-bp3bc
    @AV-bp3bc 2 роки тому +1

    if we can use tableau for EDA ,then why we need to use python/sql?? i am confused.

    • @SatyajitPattnaik
      @SatyajitPattnaik  2 роки тому +1

      We can do 1 task in multiple tools, depends on what tool your company is using

    • @AV-bp3bc
      @AV-bp3bc 2 роки тому

      @@SatyajitPattnaik also sir i am from mechanical background and i do ansys analysis. Can u pls suggest some use case where I can project as data analyst. Bcus i want to utilise my current job experience and move into data analyst field

  • @saikumarkillari
    @saikumarkillari 2 роки тому

    how can we convert diff files into csv

  • @ishikaroy8783
    @ishikaroy8783 11 місяців тому

    Can you provide pdf of this project?

  • @nayanpawar7531
    @nayanpawar7531 8 місяців тому

    Which machine learning algorithm is used

    • @SatyajitPattnaik
      @SatyajitPattnaik  8 місяців тому

      EDA is exploratory data analysis, it doesnt involve ML

  • @sambitkumarsahoo95
    @sambitkumarsahoo95 3 роки тому +1

    How can we contact you??

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому +1

      I already have my details in the description of all my videos

  • @NehaYadav-hs1po
    @NehaYadav-hs1po 3 роки тому

    Hello Sir, Make a video on EDA (which contain 30k rows or more and 200 features(columns)) .Please please

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому +1

      Credit card EDA is one of such examples, I will make a video on it soon..

    • @NehaYadav-hs1po
      @NehaYadav-hs1po 3 роки тому

      @@SatyajitPattnaik yes waiting, post it soon!!! Thank you so much!!

  • @NehaYadav-hs1po
    @NehaYadav-hs1po 3 роки тому

    How to decide which column is unnecessary.

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому +2

      Auto increment columns can be blindly dropped, apart from that, we need to see if there's any column with 35-40%+ null values, if they have any dependency with other columns, then we analyze, else we drop them..
      So there's various steps we follow in EDA

    • @NehaYadav-hs1po
      @NehaYadav-hs1po 3 роки тому

      @@SatyajitPattnaik okay Thank you!!! but when we find correlation then its difficult to analyze the columns if we have 200+ columns. how to deal with that, sir?

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому +1

      @@NehaYadav-hs1po There's no other way than creating some logic to have absolute values of correlation which is above a certain value

    • @SatyajitPattnaik
      @SatyajitPattnaik  3 роки тому +1

      @@NehaYadav-hs1po for ex: stackoverflow.com/questions/29294983/how-to-calculate-correlation-between-all-columns-and-remove-highly-correlated-on

    • @NehaYadav-hs1po
      @NehaYadav-hs1po 3 роки тому +1

      @@SatyajitPattnaik Thank you !!!!!!!

  • @asdfghjkl566
    @asdfghjkl566 2 роки тому

    after running < base_data['NoShow'] = np.where(base_data.NoShow == 'Yes',1,0) > and < base_data.NoShow.value_counts()> it is showing me 0 110527. It has summed up both 1 and 0 values together. how do i fix this?