SCD: Slowly changing dimensions explained with real examples

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  • Опубликовано: 4 фев 2025
  • The video explains what are slowly changing dimensions, Their relevance in data warehousing and which SCD type should be used in what kind of data scenario.
    The video Explains below with real project examples.
    #SlowlyChangingDimension #SCD2 #TechCoach
    SCD 0 - Passive method (No change in data)
    SCD 1 - Overwriting the old value (Latest Record Only)
    SCD 2 - Creating a new additional record (Maintains History)
    SCD 3 - Creating an additional Column (Rarely Used)
    SCD 4 - Using history table
    SCD 6 - The hybrid approach

Комментарии • 320

  • @TechCoach
    @TechCoach  6 лет назад +29

    Guys please support me in building my new youtube channel "An Indian Abroad " by watching subscribing and sharing with your friends
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    • @andrewomofonma7148
      @andrewomofonma7148 4 года назад

      what about a situation where by the current snapshot doesn't contain the last data especially in a case like the employee is fired or left the job and that information is reported in a different table .How do you update the previous date and at that point will you maintain the current flag as 'Y' or'N'

  • @himanshudhiman761
    @himanshudhiman761 3 года назад +6

    SCD explained very well and with so much patience. !! Much appreciated... Thanks for sharing the knowledge on it

    • @TechCoach
      @TechCoach  3 года назад

      Thanks for the kind words buddy :)
      Please consider subscribing to my other channel as well it will really help me
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  • @kanojdebbarma6936
    @kanojdebbarma6936 7 месяцев назад

    Very well explained. I had an issue where I had implemented SCD 1. Later SCD 2 replaced it. I would say SCD 4 is a more elegant way. Great job! thanks for this video

  • @mariejoycesantiago
    @mariejoycesantiago 10 месяцев назад +1

    This is very informative, very easy to understand. Thank you so much for this!

    • @TechCoach
      @TechCoach  10 месяцев назад

      I am glad I could help :)

  • @anandbgrowthcoach
    @anandbgrowthcoach 2 года назад +5

    Great video. Thanks a lot Vivek for explaining very simply and clearly!

    • @TechCoach
      @TechCoach  2 года назад

      I am glad Anand I could help :)

  • @atchutharaojami3109
    @atchutharaojami3109 3 года назад +1

    Excellent performance bro really very nice and clear explanation such containt all the best bro

    • @TechCoach
      @TechCoach  3 года назад

      Thanks Buddy, please consider subscribing to my other channel it will really help me
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  • @shrutisinghal8556
    @shrutisinghal8556 6 лет назад +2

    Superlike!! What I like about your videos is that you give real examples.

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks a lot shruti :)

  • @jyotikothari499
    @jyotikothari499 3 года назад

    Too good and simple explanation of SCD.. 👍🏻

  • @majidgolnar7415
    @majidgolnar7415 3 года назад +6

    Hi Vivek, Thank you for this video. It helps me a lot. I have watched several training in SCD but they made me much more confuse. But this video helped me to understand. Just I want to mention that as far as I know the surrogate key should change in each update in SCD2.

    • @TechCoach
      @TechCoach  3 года назад +3

      Thanks Majid, with every change ( insert in ScD 2 the surrogate key should increment)

  • @aliveniveluru9522
    @aliveniveluru9522 6 лет назад +1

    very nice video, good knowledge sharing

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks a lot for the kind words.
      I would really appreciate if you help me in my new Initiative "An Indian Abroad"
      by subscribing viewing and sharing.
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  • @ngowriraj
    @ngowriraj Год назад

    Very Good with example & explanation

  • @vaibhavagrawal953
    @vaibhavagrawal953 2 года назад

    Very precisely and beautifully explained. I was able to understand each and every thing you explained. 👏

  • @job_updates_with_subham
    @job_updates_with_subham 3 года назад +1

    Very well explained with nice example 🙂 thanks

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot buddy :)

  • @shukriabdulahi7492
    @shukriabdulahi7492 3 года назад

    clear and practical examples. good job

    • @TechCoach
      @TechCoach  3 года назад

      @shukri thanks for the kind words.
      Please consider subscribing to my other channel as well. It will really help me.
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  • @KalyanS
    @KalyanS 4 года назад +1

    nice explanation with examples

  • @rajatnagwal7881
    @rajatnagwal7881 3 года назад +1

    amazing explaination.great job bro

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot buddy :)

  • @Buzzingfact
    @Buzzingfact 3 года назад +1

    great explanation... thanks for the video

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot buddy, I am glad I could help :)

  • @sravanreddy8802
    @sravanreddy8802 5 месяцев назад +1

    Thanks a lot for this video. It really helped me understand SCD and its various types.

    • @TechCoach
      @TechCoach  5 месяцев назад +1

      I am glad I could help :)

  • @vishnuvardhanreddy5986
    @vishnuvardhanreddy5986 2 года назад +1

    Superb explanation understand very easily thank you so much bro......

  • @pinakeshchandradas7617
    @pinakeshchandradas7617 3 года назад

    Thanks dada (bhaiya) for your clear and concise approach to scd.

    • @TechCoach
      @TechCoach  3 года назад

      Thanks buddy for the kind words.
      Please consider subscribing to my other channel as well
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  • @tanushreenagar3116
    @tanushreenagar3116 3 года назад +1

    Nice sir 👌 👍 👏 😀 thanks 😊

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot Tanushree :)

  • @susilkumarsahoo2532
    @susilkumarsahoo2532 2 года назад

    Nice once Vivek......Keep it up

  • @sivanjaneyareddy
    @sivanjaneyareddy 7 лет назад +1

    The way of explanation is damn clear...
    Very useful for beginners.
    Thanks a ton for this video

    • @TechCoach
      @TechCoach  7 лет назад

      +Sivanjaneya Reddy M.V. Thanks a lot for the kind words :)

    • @TechCoach
      @TechCoach  6 лет назад

      I would love your support for my new channel, Please watch subscribe and share with your friends.
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  • @mandardegvekar997
    @mandardegvekar997 3 года назад +1

    Simple and easy !! Great work

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot for the kind words Mandar :)

  • @praneethbhat6361
    @praneethbhat6361 2 года назад +1

    good explanation . Really helpful for me. Tq

    • @TechCoach
      @TechCoach  2 года назад

      I am glad I could help :)

  • @arunasingh8617
    @arunasingh8617 2 года назад +1

    Amazing Video (y). Get going!

    • @TechCoach
      @TechCoach  2 года назад

      Thanks a lot Aruna :)

  • @monywa2024
    @monywa2024 5 лет назад +5

    Hello Vivek ..thanks for sharing. I noticed that for SCD Type 3 example (at 14:50) when the salary value changes, you left out to put prev_salary and current_salary in the table although you did explain in your video that if there are more than one column change for each column there must be both previous and current values to be kept in DW.

  • @ririraman7
    @ririraman7 2 года назад

    It was knowledge rain for me, thank you brother for the social work!

  • @vijaykhanna7263
    @vijaykhanna7263 3 года назад +1

    Nicely explained.

    • @TechCoach
      @TechCoach  3 года назад

      Thanks Vijay for the kind words :) please consider subscribing to my other channel as well.it will really help me
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  • @uditech7736
    @uditech7736 5 лет назад +1

    Simple and clear explanation. Thank you Tech Coach.

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks Udi Tech for the kind words, I have a small request.I am working on this new channel and will really appreciate if you watch and subscribe to it
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  • @mounikayathakula8585
    @mounikayathakula8585 2 года назад

    Hi..Thank you so much for this valuable information that helps me a lot

  • @w0nderw0manjy
    @w0nderw0manjy 3 года назад +1

    Awesome explanation.. totally worth it!

    • @TechCoach
      @TechCoach  3 года назад

      Thanks Jyoti for the kind words.
      Please consider subscribing to my other channel as well. It will really help me.
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  • @templar273
    @templar273 2 года назад +1

    best explanation ever you are the best

    • @TechCoach
      @TechCoach  2 года назад

      Thanks a lot Henri :)

  • @chandu9143
    @chandu9143 4 года назад

    Nice explanation sir good 👌

    • @TechCoach
      @TechCoach  3 года назад +1

      Thanks buddy for the kind words :)

  • @diptianjarlekar4480
    @diptianjarlekar4480 6 лет назад

    Very nice explanation and real life examples ..kudos

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks Dipti for the kind words, I have a small request. I am working on this new youtube channel and will really appreciate if you watch and subscribe to it.
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  • @marchanselthomas
    @marchanselthomas 9 месяцев назад +1

    Beautifully explained!

    • @TechCoach
      @TechCoach  9 месяцев назад

      I am glad I could help

  • @Anilkumar-kp8ee
    @Anilkumar-kp8ee 3 года назад

    Vivek brother it's awesome

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot for the kind words :)

  • @MsMegha16
    @MsMegha16 11 месяцев назад +1

    very nicely explained. Thankyou

    • @TechCoach
      @TechCoach  11 месяцев назад

      Thanks a lot Megha

  • @4rmtinc
    @4rmtinc 4 года назад

    Thanks. Nice and concise explanation of the different types of SCD.

    • @TechCoach
      @TechCoach  4 года назад

      Thanks a lot for the kind words :)

    • @TechCoach
      @TechCoach  4 года назад

      Thanks a lot for the kind words :)

  • @VinLopez
    @VinLopez 5 лет назад +4

    well explained; this SCD types always ask during technical interview.

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks Vin for the kind words I have a small request
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    • @gregorclegane7563
      @gregorclegane7563 5 лет назад +3

      Lol i was asked this in an inteview. I said I've never heard of it. After watching this video, it turns out that I've been working on SCD for severals years now. 😂😂 I just didn't know they were called as such.

    • @vkd9442
      @vkd9442 4 года назад

      @@gregorclegane7563 exactly bro.. Just now I was asked this.. I said I don't know and searching in RUclips now. Found this

  • @golden9161
    @golden9161 3 года назад

    Very crisp and to the point.

    • @TechCoach
      @TechCoach  3 года назад

      Thanks buddy for the kind words,
      Please consider subscribing to my other channel as well, it will really help me :)
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    • @TechCoach
      @TechCoach  3 года назад

      @golden,
      please consider subscribing to my new channel it will really help me
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  • @vivekgambhire1379
    @vivekgambhire1379 3 года назад

    Really great video ,easy to understand

    • @TechCoach
      @TechCoach  3 года назад

      @Vivek, Thanks for your kind words.
      It made my day :)
      Please consider subscribing to my other channel as well. It will really help me.
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  • @Dinaklalthillankeri
    @Dinaklalthillankeri 3 года назад +1

    Very nice man❤️❤️

    • @TechCoach
      @TechCoach  3 года назад +1

      Thanks buddy, please consider subscribing to my other channel as well.
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  • @hirenparikh1364
    @hirenparikh1364 6 лет назад +2

    Excellent Explanations Skills!!!

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks Hiren for the wonderful comment. I have a small request I am working on this new youtube channel and will really appreciate if you watch and subscribe to it.
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  • @nishanthkumar4743
    @nishanthkumar4743 5 лет назад

    Well explained vivek... Big thumps up

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks a lot for the kind words Nishanth :)
      This video may interest you as well .
      ruclips.net/video/5nfHmh8NsHw/видео.html

  • @NeuraKnowledgeTV
    @NeuraKnowledgeTV 5 месяцев назад +1

    Well explained

    • @TechCoach
      @TechCoach  5 месяцев назад

      I am glad I could help

  • @AliRaza-nl6tf
    @AliRaza-nl6tf 3 года назад

    Informative.

    • @TechCoach
      @TechCoach  3 года назад

      Thanks buddy for the kind words :)

  • @sreejithsreedhar05
    @sreejithsreedhar05 4 года назад

    You deserve much more viewers than now since you narrated the concepts very well,I like your videos, Thanks, dear friend.

    • @TechCoach
      @TechCoach  4 года назад

      Thanks a lot sreejith for the kind words, you made my day. I have around 80 videos and your comments boosted my confidence to make many videos.
      Thanks a lot again.

  • @kishanjadhav8944
    @kishanjadhav8944 3 года назад

    Very well explained . Thanks

  • @mullaipugazhendi3236
    @mullaipugazhendi3236 Год назад

    Excellent 😊

  • @ParthSahakne
    @ParthSahakne 4 года назад

    Very nicely explained

    • @TechCoach
      @TechCoach  4 года назад

      Thanks Parth for the kind words :)

  • @yashodhanjoshi781
    @yashodhanjoshi781 3 года назад +1

    Thank you! Super concise and clear

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot buddy :)

  • @MitziMuzic
    @MitziMuzic 3 года назад +1

    Too good 👍👍

  • @nehabansal7609
    @nehabansal7609 3 года назад +1

    Best explanation ever

    • @TechCoach
      @TechCoach  3 года назад

      Thanks Neha , Please consider subscribing to my other channel as well it will really help me :)
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    • @nehabansal7609
      @nehabansal7609 3 года назад

      @@TechCoach done :)

  • @baluhadoop4518
    @baluhadoop4518 5 лет назад

    thats awesome...very well explained..thank you very much bro.

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks buddy for the kind words, this video on indexing may interest you as well.
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  • @melvin9993
    @melvin9993 2 года назад +1

    Good Job!

  • @mohammadjamshaidsayeed6564
    @mohammadjamshaidsayeed6564 4 года назад +1

    Thanks, Vivek, really its very good video to understand SCD.
    If you have any video with the practice session plz share a link for the same which helps more clear.

    • @TechCoach
      @TechCoach  4 года назад

      Thanks Mohammad , Unfortunately at this moment i don't have a practice video on it.

  • @ahmadsyed9405
    @ahmadsyed9405 5 лет назад

    excellent stuffs and nicely explained.

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks Ahmad Syed for the kind words.
      I have a small request, I am working on this new channel please do watch and subscribe to it.
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  • @aishwaryavakhariya3999
    @aishwaryavakhariya3999 2 года назад +1

    Thank you it is very helpful for me

    • @TechCoach
      @TechCoach  2 года назад

      Thanks buddy, I am glad I could help :)

  • @shubhamchouhan8149
    @shubhamchouhan8149 7 лет назад +1

    please upload videos regarding SCD based scenarios wth both SQL and informatica (two approaches) your explanation methodology is very good.

    • @TechCoach
      @TechCoach  7 лет назад

      shubham chouhan Sure Shubham I will work on it soon

  • @RealLifeAnnu
    @RealLifeAnnu 2 года назад

    Good info

  • @mohanrajmech89
    @mohanrajmech89 5 лет назад

    This is some wonderful explanation. And they way you explain is so easy to understand and follow. Thank you so much Bro!

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks Mohanraj for the lovely words, I am glad I could help :)

  • @sanjayMishra-vs9um
    @sanjayMishra-vs9um 4 года назад

    Thank you very much for this simplest explanation I could find over youtube! Awesome :)

    • @TechCoach
      @TechCoach  4 года назад

      Thanks Sanjay for the kind words :)

  • @ushasingu1757
    @ushasingu1757 6 лет назад +2

    Very well explained. Thank you!

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks Usha for the kind words.
      I have a small request I am working on this new channel "An Indian abroad" and will really appreciate if you watch and subscribe to it.
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  • @vasupradhaswamy769
    @vasupradhaswamy769 2 года назад +1

    thank you for such good video

    • @TechCoach
      @TechCoach  2 года назад

      Thanks Vasupradha :)

  • @osutuba
    @osutuba 4 года назад +1

    Thank you for not having an accent so thick that you can't be understood! There are times that I have pulled videos like this and the speakers accent is so bad that they would be better off speaking their native language!

    • @TechCoach
      @TechCoach  4 года назад

      I am glad Russel I could help :)

  • @sujaa1000
    @sujaa1000 4 года назад

    Thank you Vivek! this was very helpful.
    Regards,
    Sujaa

    • @TechCoach
      @TechCoach  4 года назад

      Thanks Sujaa for your constant feedback, It helps me going :)

  • @KalyanS
    @KalyanS 4 года назад

    Nice explanation

  • @pmrexplores
    @pmrexplores 6 лет назад

    Awesome bro...keep doing 👍🏼

    • @AnIndianAbroadd
      @AnIndianAbroadd 6 лет назад

      Thanks a lot for the kind words, I have a small request I am working on this new youtube channel " An Indian Abroad " and will really appreciate if you watch and subscribe to it.
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  • @piraviperumal2544
    @piraviperumal2544 3 года назад +1

    Good one!

    • @TechCoach
      @TechCoach  3 года назад

      Thanks a lot buddy for the kind words :)

  • @siddharthbhargava4026
    @siddharthbhargava4026 3 года назад +1

    Hi Vivek..very nice explanation..!! I have one question - for SCD 4 why we need to maintain two different tables for latest snapshot and history, we can just create a view on our SCD2 dim with condition 'to_date='12-dec-99' for the latest snapshot data and normal 'As-is' view for historical data. Please let me know if I'm missing anything. Thanks again..every video of yours is really helpful.

    • @TechCoach
      @TechCoach  3 года назад +1

      A view will run the underlying query everytime it is accesed which may become a big performance hit if it is called often.

  • @aamirirfan8768
    @aamirirfan8768 6 лет назад +1

    Once again Good work Vivek

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks a lot for the kind words.
      I would really appreciate if you help me in my new Initiative "An Indian Abroad"
      by subscribing viewing and sharing.
      ruclips.net/user/AnIndianAbroadd

  • @vartikathakur4273
    @vartikathakur4273 3 года назад +3

    Hi Vivek,
    Your video was very helpful.
    Just one query. In case of SCD 2, can we have duplicate value for id??As it has 123 in all the cases.

    • @TechCoach
      @TechCoach  3 года назад +2

      In SCD usually you will have a surrogate key to uniqely identify every record also you will have a start_date end_date and /or a flag to identify the old and the latest records :)

  • @they_callme_kkc6812
    @they_callme_kkc6812 2 года назад +1

    Thank you so much bhai 💙

  • @sikandarbaig2125
    @sikandarbaig2125 2 года назад +1

    thank you so much very help full

    • @TechCoach
      @TechCoach  2 года назад

      I am glad I coulf help :)

  • @rahulsalve7543
    @rahulsalve7543 2 года назад

    Very nice video...just remove subtitles for better understanding...due to that we can not see the tables

    • @TechCoach
      @TechCoach  2 года назад +1

      Sure Rahul, Thanks for the inputs :)

  • @fabiosangiorgi3596
    @fabiosangiorgi3596 5 лет назад

    Excellent video. Only question is on scd 6. Why did you set old value equal to current value in last row?

  • @Ravikumar-bu7ge
    @Ravikumar-bu7ge 6 лет назад

    Very well explained. Thanks a lot..

    • @AnIndianAbroadd
      @AnIndianAbroadd 6 лет назад

      Thanks a lot Ravi for the kind words.
      I have a small request, I am working on this new channel and will really appreciate if you watch and subscribe to it.
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  • @lemmiTry
    @lemmiTry 6 лет назад

    Very informative and concise video. Thanks!

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks for the kind words.I have a small request, I am working on a new channel " An Indian Abroad" and it will really help me if you watch and subscribe to it.
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  • @sasidharsamala1889
    @sasidharsamala1889 Год назад

    Simply awesome

  • @raviranjansingh5527
    @raviranjansingh5527 4 года назад

    Great explaining sir ,make more update video sir

    • @TechCoach
      @TechCoach  4 года назад

      Thanks Ravi for the kind words, sure I willwork on them

  • @pranavbhat92
    @pranavbhat92 5 лет назад +1

    Thank you for the clear explanation!

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks Pranav for the kind words, This video on Indexing may interest you as well.
      ruclips.net/video/0X9bbtwTnuE/видео.html

  • @jaivalsartandmore....1199
    @jaivalsartandmore....1199 11 месяцев назад +1

    Much appreciated ....

    • @TechCoach
      @TechCoach  11 месяцев назад

      I am glad I could help

  • @Ujjwal_dreams
    @Ujjwal_dreams 4 года назад +1

    Dear Sir , is primary or surrogate key in SCD2 will remain same for multiple entry of the same record ? As mentioned in this clip if it will remain same then how will we update the previous record ?

    • @TechCoach
      @TechCoach  4 года назад

      Surrogate key will change, No two rows can have the same surrogate keys

  • @fahadmahmood7150
    @fahadmahmood7150 3 года назад

    Explanation was very precise and through the point.I really like the way you explained..!!
    Could you please explain the concept of granularity in depth and its significance..
    Thanks in advance.!

  • @nagasai6830
    @nagasai6830 2 года назад

    awesome vid

  • @jahangirkabir9271
    @jahangirkabir9271 6 лет назад +1

    great simple explanation!!

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks a lot for the kind words :)

    • @TechCoach
      @TechCoach  6 лет назад

      I would love your support for my new channel, Please watch subscribe and share with your friends.
      ruclips.net/channel/UCoLdaMxhfDgdgIAcRGlUvkg

  • @bhaskerreddyvade
    @bhaskerreddyvade 3 года назад +1

    It’s pretty cool thank you

    • @TechCoach
      @TechCoach  3 года назад +1

      Thanks Bhaskar for the kind words :)
      Please consider subscribing to my other channel as well. It will really help me.
      ruclips.net/video/6G1xGi-D5ow/видео.html

    • @bhaskerreddyvade
      @bhaskerreddyvade 3 года назад +1

      I shared to few members

  • @houstonfirefox
    @houstonfirefox Год назад

    Two Words: Volume Leveling! Had to crank my speakers up to 100% just to barely hear you

  • @AliciaMarkoe
    @AliciaMarkoe День назад

    Thank you 🦋

  • @spankyx8606
    @spankyx8606 7 лет назад

    thanks for the excellent lesson and clear sound

  • @JessicaRocha-dz4cw
    @JessicaRocha-dz4cw 6 лет назад +1

    Thank you so much for you explanation, it was very clear!

    • @TechCoach
      @TechCoach  6 лет назад

      Thanks a lot for the kind words, I have a small request I am working on this new youtube channel " An Indian Abroad " and will really appreciate if you watch and subscribe to it.
      ruclips.net/video/11DK-oyRql0/видео.html

  • @vaibhavaher7139
    @vaibhavaher7139 2 года назад

    9:52
    ID Column I assume as a Primary key in that case in Data warehouse table new ID gets generated or Same ID get repeated?

  • @9704004030
    @9704004030 3 года назад +1

    Can you do a video on Change data capture...

    • @TechCoach
      @TechCoach  3 года назад

      Sure buddy I will work on it :)

  • @neerajrenupranav
    @neerajrenupranav 2 года назад

    what is slowly changing grain is it same as slowly changing dimension?

  • @sridharsrinivasan7203
    @sridharsrinivasan7203 Месяц назад

    why do we need scd 4 when we can use scd 2 to get both historic and current data, by creating indices on the date columns to get latest record ?

  • @keithdoran728
    @keithdoran728 7 лет назад +1

    Thanks for the clear explanation

    • @TechCoach
      @TechCoach  7 лет назад

      You are welcome Keith :)

  • @Ranvir786
    @Ranvir786 7 лет назад

    Very well Explanation. Thank you so much :)

    • @TechCoach
      @TechCoach  7 лет назад

      +Ranvir singh Thanks a lot Ranvir Singh :)

  • @dhanarajuramadi4733
    @dhanarajuramadi4733 7 лет назад

    Thank you , keep adding more ..👍

    • @TechCoach
      @TechCoach  7 лет назад

      dhanaraju ramadi Thanks for the kind words. I will be uploading more such videos soon.

  • @Ahlambabes
    @Ahlambabes 5 лет назад

    Thank you very much for your explanation 👍

    • @TechCoach
      @TechCoach  5 лет назад

      Thanks for the kind words :)