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Data Science Project - RFM model 

Karina Data Scientist
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3 окт 2024

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Комментарии : 35   
@VenkatesanVenkat-fd4hg
@VenkatesanVenkat-fd4hg 25 дней назад
Awesome share as always....
@karinadatascientist
@karinadatascientist 25 дней назад
Thank you so much for watching!
@daviduno2024
@daviduno2024 3 месяца назад
Lovely project. Hopefully you could expand more on how to deal with the outliers
@karinadatascientist
@karinadatascientist 3 месяца назад
Sure, good idea!
@tarekhusam
@tarekhusam 3 месяца назад
you are awesome, keep those videos I'm a big fan now!
@karinadatascientist
@karinadatascientist 3 месяца назад
Thank you, I appreciate it
@mapletech_22
@mapletech_22 2 месяца назад
Insightful information 👏
@karinadatascientist
@karinadatascientist 2 месяца назад
Thank you. Glad to hear that
@jhonfir2235
@jhonfir2235 3 месяца назад
Nice to Learn from another New Project........!!
@karinadatascientist
@karinadatascientist 3 месяца назад
Glad you liked it!
@MagysEnglishEduClub
@MagysEnglishEduClub 3 месяца назад
Perfect! More videos please:)
@karinadatascientist
@karinadatascientist 3 месяца назад
Thank you for your support!
@abdiwelly5606
@abdiwelly5606 3 месяца назад
The materials has been very informative for me , try to put your picture on the top left side of the videos
@karinadatascientist
@karinadatascientist 2 месяца назад
@@abdiwelly5606 I’ll try that! I am still learning how to edit my videos 😊
@sachintyagi2003
@sachintyagi2003 2 месяца назад
! like ur videos! Thnkss!
@karinadatascientist
@karinadatascientist 2 месяца назад
Thank you for watching!
@Emadamx
@Emadamx 3 месяца назад
You earned a new subscriber 😊, I really enjoyed your video 🤗
@karinadatascientist
@karinadatascientist 3 месяца назад
Yay! Glad you liked you and thank you for subscribing
@shivamtiwari1766
@shivamtiwari1766 3 месяца назад
I think very important video for us currently I want to make a project so please create more videos
@karinadatascientist
@karinadatascientist 3 месяца назад
Thank you for feedback. More projects to come!
@siddharth4873
@siddharth4873 2 месяца назад
Can you please do a video on churn and churn prediction?
@karinadatascientist
@karinadatascientist 2 месяца назад
That's a great idea, thank you
@DeveloaSS
@DeveloaSS 3 месяца назад
I really like your videos. for when a video for beginners from 0?
@karinadatascientist
@karinadatascientist 3 месяца 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/ .
@PlåytimeSquadPPT
@PlåytimeSquadPPT Месяц назад
How can we add segmentation values ​​and rfm values ​​to the same file next to each customer? Can you write an output formula?
@karinadatascientist
@karinadatascientist Месяц назад
you need to save the dataframe, after all those columns were added. All you need to do is: rfm.to_csv('/Users/INDICATE_WHERE_TO_SAVE_FILE/rfm_model.csv', index=False) name_of_what_you_are_saving.to_csv('Path_to_your_file/filename.csv', index = False) You can also save it to excel with rfm.to_excel('filename.xlsx', index=False)
@HariPandalai
@HariPandalai 3 месяца назад
Karina This is very helpful. Your video's have all been extremely educative. Where could I get the Jupyter Notebook. Thanks.
@karinadatascientist
@karinadatascientist 3 месяца назад
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 3 месяца назад
Мне тоже плотли нравится 😅
@shajidaameer565
@shajidaameer565 2 месяца назад
How to write a short description about this project in resume
@karinadatascientist
@karinadatascientist 2 месяца назад
Developed an RFM (Recency, Frequency, Monetary) model in Python to analyze customer behavior and segment the customer base for targeted marketing strategies. Utilized the pandas library for data manipulation, and plotly for data visualization. The model successfully identified key customer segments and provided actionable insights to improve customer retention and increase revenue.
@hrshtmlng
@hrshtmlng 3 месяца назад
Why dont you use pyforest!!?
@karinadatascientist
@karinadatascientist 3 месяца 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
@galinaorlova4236
@galinaorlova4236 3 месяца назад
Здрасти 😀👋
@karinadatascientist
@karinadatascientist 3 месяца назад
Привет 👋
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