How to do RFM Analysis Customer Segmentation using Python Machine Learning

  Рет қаралды 14,698

Ronith Sharmila

Ronith Sharmila

Күн бұрын

In this video, we dive into the world of customer segmentation using RFM Analysis and Python machine learning. RFM Analysis is a powerful tool that helps businesses understand their customers and their buying behavior. By using Python, we can easily analyze large amounts of data and gain valuable insights into customer segments. This video will guide you through the process of setting up your data, analyzing it, and creating segments based on customer behavior. You will learn how to use Python libraries such as Pandas and Sklearn to perform RFM Analysis and segment your customers. Whether you're a business owner, marketer, or data scientist, this video will provide you with the tools and knowledge you need to effectively segment your customers and improve your marketing strategies. Don't miss out on this informative and practical tutorial on RFM Analysis and Python machine learning for customer segmentation!
Find the code in my Github: github.com/hey...
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Let's connect and continue the conversation!

Пікірлер: 29
@emmanuelasibe7871
@emmanuelasibe7871 7 ай бұрын
I love this Analysis on RFM using KMeans Cluster, it was very Helpful.
@dheerajpatel5906
@dheerajpatel5906 Жыл бұрын
Nice explanation...keep up the good work Please add steps like handling null/error and duplicate values, that would be really helpful.
@MohitSharma-xy7xc
@MohitSharma-xy7xc Жыл бұрын
Thanks for such a wonderful video Ronith , it was really helpful.
@surajgutte8499
@surajgutte8499 Жыл бұрын
Hey! your video was wonderful. Thank you so much for teaching. Really looking for new videos
@ronithsharmila
@ronithsharmila Жыл бұрын
Thanks !
@Arikatlakarthik-pm3tn
@Arikatlakarthik-pm3tn 5 ай бұрын
You made it so clear . Thank you .
@نگیندهخدا
@نگیندهخدا 5 ай бұрын
thank you , it was really helpful
@parsasayad
@parsasayad Жыл бұрын
this video helped me with analysis in my master thesis thank you
@ronithsharmila
@ronithsharmila Жыл бұрын
Really happy that it helped you. Thanks :)
@joelprakash3172
@joelprakash3172 Жыл бұрын
Thank you Ronith... clear explanation looking up for new videos with End to end project
@ronithsharmila
@ronithsharmila Жыл бұрын
Thanks for the comment! Sure, more videos on the line!
@rds9815
@rds9815 7 ай бұрын
Hi nice project but if you don't mind please upload the videos in 1080p or higher because the video is blurry we cant see properly. thank you
@abikangeles8507
@abikangeles8507 6 ай бұрын
Thank you so much, a fan here from the Philippines :) Can you also do this using Fuzzy C-Mean clustering?
@yoohtoob7791
@yoohtoob7791 7 ай бұрын
Great thanks
@niluthonte45
@niluthonte45 Жыл бұрын
thank u brother
@igortester9103
@igortester9103 Жыл бұрын
Thank you my friend.
@ronithsharmila
@ronithsharmila Жыл бұрын
It's a Pleasure ! :)
@dharmikbhanushali8259
@dharmikbhanushali8259 Ай бұрын
Hello Ronith ! I recently saw your video I have one small doubt at 5:32 were you used were doing RFM in that when you were finding recency why you took day= '2012-01-01' instead of that I can use any date ? can you just help me out with small explain on that
@gangsterop9034
@gangsterop9034 5 ай бұрын
Where is the Data.csv file. please provide. Im getting error in df=pd.read_csv
@geniusmpala4078
@geniusmpala4078 Жыл бұрын
Are K means the only way to cluster your data, also given that I want to use K means with LSTM encoder decoder-based models, how do I go about it. can you make a video for that, please
@ronithsharmila
@ronithsharmila Жыл бұрын
That sounds like a good idea !
@niluthonte45
@niluthonte45 Жыл бұрын
can u make video on rfm using sql
@shamsulhoquekhan933
@shamsulhoquekhan933 Жыл бұрын
Can you please share the dataset?
@paulchan6818
@paulchan6818 Күн бұрын
Where are the data?
@rajnishadhikari9280
@rajnishadhikari9280 Жыл бұрын
where is data i am unable to find the data
@J.P.-yz1lc
@J.P.-yz1lc Жыл бұрын
Could you share the sample dataset file?
@vaishnavirohatgi6347
@vaishnavirohatgi6347 7 ай бұрын
Could you provide the data please?
@gangsterop9034
@gangsterop9034 5 ай бұрын
Please provide the raw data
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