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In this video you will learn about the different types of cross validation you can use to validate you statistical model. Cross validation is an important step in model building which ensures you have a model that will perform well in the new data , which also overcomes the possibility model being over fit. There are four types of cross validation you will learn 1- Hold out Method 2- K-Fold CV 3- Leave one out CV 4-Bootstrap Methods for more learn here : https://www.cs.cmu.edu/~schneide/tut5... Cross validation is also important step in machine learning model building and data science model building. 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 $11): http://bit.ly/2LYU6hp Free access to Skillshare: http://bit.ly/2thklJu Coursera : Data Science : http://bit.ly/37nABr6 Data Science Python : http://bit.ly/2ZK5oMm Recommended Data Science Books on Amazon : Python for Data Science: https://geni.us/PythonDataScience R for Data Science : https://geni.us/DataScienceR Machine Learning using Tensorflow: https://geni.us/MLinTensorflow Data Science from Scratch: https://geni.us/DataSciencefromScratch Python programming: https://geni.us/LearnPython Artificial Inteligence: https://geni.us/LearnAI Data Vizualization : https://geni.us/DataViz Study Packs : https://analyticuniversity.com Complete Data Science Course : http://bit.ly/34Sucmb Data Science Books on Amazon : Python Data Science : https://amzn.to/2Qg6g8m Business ANalytics : https://amzn.to/2F7RhGT STatistics : https://amzn.to/2ZGcSjb Statistical Leanring : https://amzn.to/2ZHV6fn Python : https://amzn.to/2u0uKJR Audio books : https://amzn.to/2SSynMD Coursera : Data Science : http://bit.ly/37nABr6 Data Science Python : http://bit.ly/2ZK5oMm Discounted courses on Udemy: http://bit.ly/2LYU6hp Udacity Nanodegree: Data Science : http://bit.ly/39IzAfc Machine Learning : http://bit.ly/2sOinRb Free access to Skillshare: http://bit.ly/2thklJu 20$ discounts on below courses : use coupon YOUTUBE20 Data Science Live Training : AI and Tensorflow: http://bit.ly/2tOnOzA Python : http://bit.ly/2QkH1QQ Data Analytics : http://bit.ly/2PR4eez Data Science : http://bit.ly/2QhxmdR SAS : http://bit.ly/2Mpx83m Big Data Training: Hadoop : http://bit.ly/2sgHWdb Splunk : http://bit.ly/2Ms0A8L Kafka : http://bit.ly/2MorRc4 SPark : http://bit.ly/35TO8Gp Facebook : / analyticsuniversity Twitter : / analyticsuniver