Data Science Project - RFM model

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  • Опубликовано: 15 июл 2024
  • This project made me consulting firm thousands of dollars. Customer segmentation RFM model stands for Recency, Frequency, Monetary Value.
    I want to celebrate 10,000 followers in TikTok and decided to share with you a project that can help you make money. If you know online retail companies, you can develop this model for them, which would definitely make them money. Of course, you will have to clean the data and wrap it all up in a beautiful presentation, but the logic and code is here, in this video.
    Data can be found here :
    www.kaggle.com/datasets/ulrik...
    Timestamps:
    00:00 Intro
    00:23 What is RFM model
    00:52 Python project
    12:54 RFM score, RFM Segment
    27:37 Conclusion
    ⚡️MASTERCLASS - "Data Analysis with Python Masterclass" - karinadatascientist.com/⚡️
    Social Media:
    TikTok: / karinadatascientist
    Instagram: / karinadatascientist
    Linkedin: / karina-samsonova
    #datascience #pythonprogramming #karinadatascientist

Комментарии • 27

  • @daviduno2024
    @daviduno2024 11 дней назад +1

    Lovely project. Hopefully you could expand more on how to deal with the outliers

  • @abdiwelly5606
    @abdiwelly5606 9 дней назад +1

    The materials has been very informative for me , try to put your picture on the top left side of the videos

    • @karinadatascientist
      @karinadatascientist  8 дней назад

      @@abdiwelly5606 I’ll try that! I am still learning how to edit my videos 😊

  • @muhammadadam462
    @muhammadadam462 11 дней назад

    You earned a new subscriber 😊, I really enjoyed your video 🤗

  • @jhonfir2235
    @jhonfir2235 18 дней назад

    Nice to Learn from another New Project........!!

  • @galinaorlova4236
    @galinaorlova4236 12 дней назад

    Мне тоже плотли нравится 😅

  • @tarekhusam
    @tarekhusam 19 дней назад

    you are awesome, keep those videos
    I'm a big fan now!

  • @sachintyagi2003
    @sachintyagi2003 5 дней назад

    ! like ur videos! Thnkss!

  • @MagysEnglishEduClub
    @MagysEnglishEduClub 19 дней назад

    Perfect! More videos please:)

  • @shivamtiwari1766
    @shivamtiwari1766 19 дней назад

    I think very important video for us currently I want to make a project so please create more videos

  • @siddharth4873
    @siddharth4873 День назад

    Can you please do a video on churn and churn prediction?

  • @MoneyMastermind123
    @MoneyMastermind123 20 дней назад +1

    I really like your videos.
    for when a video for beginners from 0?

    • @karinadatascientist
      @karinadatascientist  20 дней назад

      Thank you. I didn't know there was an interest in videos for beginners. I have a masterclass "Data Analysis with Python", it is for complete beginners - karinadatascientist.com/ .

  • @HariPandalai
    @HariPandalai 20 дней назад

    Karina This is very helpful. Your video's have all been extremely educative. Where could I get the Jupyter Notebook. Thanks.

    • @karinadatascientist
      @karinadatascientist  20 дней назад +1

      Thank you. If you mean Jupyter Notebook as a software, you can download it here jupyter.org/. If you mean RFM model - you can create it yourself by following the tutorial in this video

  • @galinaorlova4236
    @galinaorlova4236 12 дней назад

    Здрасти 😀👋

  • @hrshtmlng
    @hrshtmlng 19 дней назад

    Why dont you use pyforest!!?

    • @karinadatascientist
      @karinadatascientist  19 дней назад

      Don't know, a habit? In my videos I want to show people how libraries work, and how to apply this knowledge to other projects.
      Don't get me wrong, I like that pyforest removes the need of installing libraries one by one. I sometimes use it for my personal quick analysis, but not for tutorials.
      I think it is great for personal use, not when you work with a team or building a portfolio