Data Science Project - RFM model

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  • Опубліковано 7 лип 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

КОМЕНТАРІ • 23

  • @daviduno2024
    @daviduno2024 4 дні тому +1

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

  • @jhonfir2235
    @jhonfir2235 11 днів тому

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

  • @abdiwelly5606
    @abdiwelly5606 День тому +1

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

    • @karinadatascientist
      @karinadatascientist  День тому

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

  • @galinaorlova4236
    @galinaorlova4236 5 днів тому

    Мне тоже плотли нравится 😅

  • @tarekhusam
    @tarekhusam 12 днів тому

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

  • @MagysEnglishEduClub
    @MagysEnglishEduClub 12 днів тому

    Perfect! More videos please:)

  • @muhammadadam462
    @muhammadadam462 4 дні тому

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

  • @shivamtiwari1766
    @shivamtiwari1766 12 днів тому

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

  • @HariPandalai
    @HariPandalai 13 днів тому

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

    • @karinadatascientist
      @karinadatascientist  13 днів тому +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

  • @MoneyMastermind123
    @MoneyMastermind123 13 днів тому +1

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

    • @karinadatascientist
      @karinadatascientist  13 днів тому

      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/ .

  • @hrshtmlng
    @hrshtmlng 12 днів тому

    Why dont you use pyforest!!?

    • @karinadatascientist
      @karinadatascientist  12 днів тому

      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

  • @galinaorlova4236
    @galinaorlova4236 5 днів тому

    Здрасти 😀👋