What are Gaussian Mixture Models? | Soft clustering | Unsupervised Machine Learning | Data Science

[@ThilinaHalloluwa]

Cannot believe this has no comments... One of the best explanations of how Gaussian Mixture Models works so far.

[@prosmartanalytics]

Thank you! 😊

[@elitea6070]

Thank you sir, my lecturer can't even explain he just dumps random equations on me. At least this gives me an idea!

[@prosmartanalytics]

Thank you! Glad it helped. 😊

[@AbhishekSingh-xg3zj]

Really what an awesome and outstanding explanation ❤❤. I was searching the whole youtube for getting the intuition of this topic but not got it from anywhere and coming here just got everything I needed. Most of the youtube channels rather than giving the intuition of the topic are jumping right into the complex maths behind it, but the intution explained in this video is extraordinary. Hatsoff to you Sir❤. Thank you once again.

[@prosmartanalytics]

Thank you! Glad it helped 😊

[@user-gz3nh4wk9g]

After hours of searching and learning I didn't even get 1% of GMM but you have explained in 9 mins. Thankyou
Subscribed

[@prosmartanalytics]

Thank you! Means a lot. 😊

[@izb1275]

Thanks for sharing best explanations of how Gaussian Mixture Models so far

[@prosmartanalytics]

Glad it helped! 😊

[@nkapila6]

Your video is really helpful. Thank you.

[@prosmartanalytics]

Glad it helped!

[@arunimadolui1580]

Really helpful...I just understand base concept in one go....investing only 5min

[@prosmartanalytics]

Glad it helped!

[@tllxh]

This video so far is the best introduction of Gaussian Mixture models

[@prosmartanalytics]

Thank you! Glad it helped.

[@anushkarai5564]

Woww! You explained it so well! Best video to study GMM!

[@prosmartanalytics]

Thank you! Glad you liked it.😊

[@sreelakshmikb3927]

Thank you , this was a saver

[@prosmartanalytics]

Thank you! Glad it helped.

[@vishalkarmakar418]

Tomorrow I have my exam the explanation is top notch thnku so much

[@prosmartanalytics]

All the best for your exam 👍

[@Kaalokalawaia]

Subbed. Thank you. This makes so much sense.

[@prosmartanalytics]

Thank you! Glad you found it useful.

[@8eck]

Very good explanation. Thank you.

[@prosmartanalytics]

Thank you! Glad you found it useful.😊

[@kumarvis01]

Questions: How to use fraction point to create new Gaussians, Example lets say we are in 2D with x1=2, y=8 and we find this point belongs to a Gaussian with 60% next how to use What should I do x1 = 2 * .6, y1 = 8 * .6 sort of ?? Please provide clarity on Hypothesis.

[@prosmartanalytics]

Hint: If using python's scipy library, please study pdf for Gaussian. There is cdf, pmf, ppf, and cdf; all of these serve some purpose.