Data Science Portfolio Project - K-means

  Рет қаралды 1,289

Karina Data Scientist

Karina Data Scientist

Күн бұрын

I created a new machine learning project that you can add to your portfolio. In this video we will create a customer segmentation model in Python using K-means algorithm.
Link to the dataset: www.kaggle.com/datasets/vjcho...
Timestamps:
00:00 Intro
00:23 What is K-means
02:54 Project in Python
06:33 Pairplot
09:25 Elbow method
16:20 Scatter plot
21:40 Analysis of Age vs Spending Score
24:49 K means for 3 features
25:40 3D graph
⚡️MASTERCLASS - "Data Analysis with Python Masterclass" - karinadatascientist.com/ ⚡️
Social Media:
TikTok: / karinadatascientist
Instagram: / karinadatascientist
Linkedin: / karina-samsonova
#datascience #python #karinadatascientist #ml

Пікірлер: 15
@sriharinakerakanti2193
@sriharinakerakanti2193 9 күн бұрын
Today I subscribed you Karina to tranform my career as a data scientist
@karinadatascientist
@karinadatascientist 9 күн бұрын
I hope you find my videos useful!
@user-nl7ur5mc2p
@user-nl7ur5mc2p 8 күн бұрын
Excellent tutorial . Thank you
@karinadatascientist
@karinadatascientist 7 күн бұрын
Thank you for watching!
@jhonfir2235
@jhonfir2235 9 күн бұрын
Thanks for nice Tutorial, We really want more and more ........!!
@karinadatascientist
@karinadatascientist 9 күн бұрын
Yay! Glad to hear that
@datax_official
@datax_official 10 күн бұрын
Following You since 2 months the way you explain data science is fabulous 🎉
@karinadatascientist
@karinadatascientist 10 күн бұрын
Thank you so much for your support!
@excel-jodallah
@excel-jodallah 12 күн бұрын
❤❤❤❤ اشكرك جدا
@karinadatascientist
@karinadatascientist 12 күн бұрын
عفواً
@excel-jodallah
@excel-jodallah 12 күн бұрын
Did you use Orange tools
@karinadatascientist
@karinadatascientist 12 күн бұрын
No, never even heard of it
@excel-jodallah
@excel-jodallah 12 күн бұрын
@@karinadatascientist I recommend you try this tool; it's very great for all types of machine learning.
@prashantathapa2646
@prashantathapa2646 8 күн бұрын
mam can we get datasets for this project
@karinadatascientist
@karinadatascientist 7 күн бұрын
Oops, I forgot to add. Thank you for letting me know. It is www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python/data
THEY WANTED TO TAKE ALL HIS GOODIES 🍫🥤🍟😂
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