Variable selection or Feature selection is a technique using which we select the best set of features for a given machine learning model. The same can be used in deep learning models as well.
In this video we have discussed about stepwise selection, subset selection, forward selection, backward selection & Shrinkage methords
We have also discussed about how dimension reduction technique such as principal component analysis is different from feature selection techniques
ANalytics Study Pack :
For courses on Credit risk modelling, Market Risk Analytics, Marketing Analytics, Supply chain Analytics and Data Science/ML projects contact analyticsuniversity@gmail.com
For Study Packs :
Complete Data Science Course : http://bit.ly/34Sucmb
Access All Coursera Plus courses @ $400 : https://bit.ly/2ZL51Dd
Discounted courses on Udemy (for $11): http://bit.ly/2LYU6hp
Free access to Skillshare: http://bit.ly/2thklJu
Coursera :
Data Science : http://bit.ly/37nABr6
Data Science Python : http://bit.ly/2ZK5oMm
Recommended Data Science Books on Amazon :
Python for Data Science: https://geni.us/PythonDataScience
R for Data Science : https://geni.us/DataScienceR
Machine Learning using Tensorflow: https://geni.us/MLinTensorflow
Data Science from Scratch: https://geni.us/DataSciencefromScratch
Python programming: https://geni.us/LearnPython
Artificial Inteligence: https://geni.us/LearnAI
Data Vizualization : https://geni.us/DataViz
20% discounts on below live courses : use coupon YOUTUBE20
Data Science Live Training :
AI and Tensorflow: http://bit.ly/2tOnOzA
Python : http://bit.ly/2QkH1QQ
Analytics University on Twitter : / analyticsuniver
Analytics University on Facebook : / analyticsuniversity
Logistic Regression in R: https://goo.gl/S7DkRy
Logistic Regression in SAS: https://goo.gl/S7DkRy
Logistic Regression Theory: https://goo.gl/PbGv1h
Time Series Theory : https://goo.gl/54vaDk
Time ARIMA Model in R : https://goo.gl/UcPNWx
Survival Model : https://goo.gl/nz5kgu
Data Science Career : https://goo.gl/Ca9z6r
Machine Learning : https://goo.gl/giqqmx
Data Science Case Study : https://goo.gl/KzY5Iu
Big Data & Hadoop & Spark: https://goo.gl/ZTmHOA
On this page of the site you can watch the video online Variable/feature Selection | Stepwise, Subset, Forward & Backward selection| Machine Learning with a duration of hours minute second in good quality, which was uploaded by the user AnalyticsU 21 May 2018, share the link with friends and acquaintances, this video has already been watched 16,568 times on youtube and it was liked by 129 viewers. Enjoy your viewing!