Bias-Variance Trade OffWhen it comes to an accuracy or performance of a machine learning , its important to understand and master in the Bias Variance Trade off…Oct 15, 2020Oct 15, 2020
Statistics, before starting Machine Learning Journey-Standard ErrorIn machine learning , we will select sample from population and train the data.Before training the model ,need to clean and find out the…Jan 2, 2020Jan 2, 2020
Statistics, before starting Machine Learning Journey-Central Limit Theorem.One of the most important theorem in statistics is the Central Limit Theorem, as this is the hear of the hypothesis testing.By definition…Dec 20, 2019Dec 20, 2019
Statistics, before starting Machine Learning Journey-Binomial DistributionPrevious tutorial explained about the Normal Distribution ,in this we will concentrate on Binomial distribution.The main difference…Dec 19, 2019Dec 19, 2019
Published inAnalytics VidhyaStatistics, before starting Machine Learning Journey-Covariance & CorrelationI machine learning , one of the main activity is the relationship finding between different features . That can be the relationship…Dec 19, 2019Dec 19, 2019
Machine Learning — Cross ValidationWhile model building we need to check different model in the data to find out the best model which predicts correctly. We can use…Dec 19, 2019Dec 19, 2019
Published inAnalytics VidhyaStatistics, before starting Machine Learning Journey -Normal DistributionNormal Distribution is the basic and most important topic in statistics.Before going to definition we will understand some basics about…Dec 18, 2019Dec 18, 2019
Statistics, before starting Machine Learning Journey -HistogramsMost of the new comers enrolled in the machine learning journey have the confusion about where to start and how to start.Dec 18, 2019Dec 18, 2019
