Sign in
Understanding Multivariate Gaussian Distribution | Machine Learning Fundamentals
Dec 17, 2020
|
41 views
prakharmishra137
Follow
Details
#gaussiandistribution #machinelearning #statistics In this video, we will understand the intuition and maths behind the Multivariate Gaussian/Normal Distribution. We will be doing a walkthrough from Stanford CS229 course document. ⏩ OUTLINE: 0:00 - Introduction and Formula breakdown 2:35 - Relationship between Multivariate Gaussians and Univariate Gaussians 6:00 - Covariance Matrix 8:38 - Diagonal Covariance Matrix 11:10 - Shape of Isocontours 12:35 - Heatmap density view ⏩ Document:
http://cs229.stanford.edu/section/gaussians.pdf
⏩ Organisation: Stanford University ********************************************* ⏩ Youtube -
https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA
⏩ Blog -
https://prakhartechviz.blogspot.com
⏩ LinkedIn -
https://linkedin.com/in/prakhar21
⏩ Medium -
https://medium.com/@prakhar.mishra
⏩ GitHub -
https://github.com/prakhar21
********************************************* Please feel free to share out the content and subscribe to my channel :) ⏩ Subscribe -
https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1
Tools I use for making videos :) ⏩ iPad -
https://tinyurl.com/y39p6pwc
⏩ Apple Pencil -
https://tinyurl.com/y5rk8txn
⏩ GoodNotes -
https://tinyurl.com/y627cfsa
#techviz #datascienceguy #ml #stats #distribution #multivariategaussian #gaussian
Category: Interview Prep.
Comments
loading...
Reactions
(0)
| Note
📝 No reactions yet
Be the first one to share your thoughts!
Reactions
(0)
Note
loading...
Recommended
51:14
SREcon15 - SRE Hiring
USENIX
| Apr 9, 2015
38:12
SREcon15 - Incident Analysis
USENIX
| Apr 13, 2015
51:23
SREcon15 - From Zero to Hero: Recommended Practices for Training your Ever-Evolving SRE Teams
USENIX
| Apr 13, 2015
52:34
SREcon15 - Architecting and Launching the Halo 4 Services
USENIX
| Apr 13, 2015
43:05
SREcon15 - Being Afraid—How Paranoia at Dropbox Protects Your Data
USENIX
| Apr 13, 2015