This is a video series on learning data science in 100 days. In this video, I have covered the Clustering Algorithm. The topics covered in this video are,
- What is unsupervised learning?
- Clustering algorithm definition, types, and examples
- K-Means algorithms and steps involved in impementation
- Advantages and disadvantages
To Subscribe:
https://www.youtube.com/channel/UCCR6F6X28Kj00bgPCH9Ct_w/?sub_confirmation=1
Subscribe to my weekly Data Science Newsletter: (I share about my work, interesting article and books I have read, and so on, everything related to data science and career enhancements)
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Telegram Group for Data Science related Information:
https://t.me/DataScienceWithSharan
Link to Code:
https://github.com/rsharankumar/Learn_Data_Science_in_100Days
Reference for reading:
- https://www.guru99.com/unsupervised-machine-learning.html
- https://www.ibm.com/cloud/learn/unsupervised-learning
- Stanford CS221 - https://stanford.edu/~cpiech/cs221/handouts/kmeans.html
Other Tutorials:
Basic Python Programming:
https://www.youtube.com/playlist?list=PLH5lMW7dI2qfS6p2Pd0s1nkF6o7W_mDRv
Pandas:
https://www.youtube.com/playlist?list=PLH5lMW7dI2qfgaBifepZ4exxefOBhOBNK
NumPy:
https://www.youtube.com/playlist?list=PLH5lMW7dI2qf5TzA5s15w5eCbLmmS199n
SQL:
https://www.youtube.com/watch?v=FCrQjV9J3ME&list=PLH5lMW7dI2qcQDsRamBnHF7GFioCXeWyn
Statistics:
https://www.youtube.com/playlist?list=PLH5lMW7dI2qfbseLLwda1lbbvLShnuMp2
EDA and Feature Engineering:
https://www.youtube.com/playlist?list=PLH5lMW7dI2qev8zKRaC7_cnqfZae4wSP6
About me:
I am Sharan, a Data Science professional with a decade of experience in advanced machine learning. I have authored 2 books in Data Science, here is the link to check and buy my book from Amazon -
https://www.amazon.com/Sharan-Kumar-Ravindran/e/B015SUYR2S/ref=dp_byline_cont_ebooks_1
Website: http://www.rsharankumar.com/
Twitter: https://twitter.com/rsharankumar
Blog: http://www.rsharankumar.com/blog/
Medium: https://medium.com/@rsharankumar
Linkedin: https://www.linkedin.com/in/rsharankumar/
Github: https://github.com/rsharankumar
#Clustering #DataSciencewithSharan
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