Data Science Project - RFM model

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Karina Data Scientist

Karina Data Scientist

Күн бұрын

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

Пікірлер: 14
@jhonfir2235
@jhonfir2235 2 күн бұрын
Nice to Learn from another New Project........!!
@karinadatascientist
@karinadatascientist 2 күн бұрын
Glad you liked it!
@tarekhusam
@tarekhusam 4 күн бұрын
you are awesome, keep those videos I'm a big fan now!
@karinadatascientist
@karinadatascientist 4 күн бұрын
Thank you, I appreciate it
@MagysEnglishEduClub
@MagysEnglishEduClub 4 күн бұрын
Perfect! More videos please:)
@karinadatascientist
@karinadatascientist 4 күн бұрын
Thank you for your support!
@MoneyMastermind123
@MoneyMastermind123 4 күн бұрын
I really like your videos. for when a video for beginners from 0?
@karinadatascientist
@karinadatascientist 4 күн бұрын
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/ .
@shivamtiwari1766
@shivamtiwari1766 3 күн бұрын
I think very important video for us currently I want to make a project so please create more videos
@karinadatascientist
@karinadatascientist 3 күн бұрын
Thank you for feedback. More projects to come!
@HariPandalai
@HariPandalai 4 күн бұрын
Karina This is very helpful. Your video's have all been extremely educative. Where could I get the Jupyter Notebook. Thanks.
@karinadatascientist
@karinadatascientist 4 күн бұрын
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
@hrshtmlng
@hrshtmlng 4 күн бұрын
Why dont you use pyforest!!?
@karinadatascientist
@karinadatascientist 4 күн бұрын
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
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