Decision Tree Concepts, Examples, Interview Questions

2 years ago

Decision tree is one of the most commonly used machine learning algorithms which can be used for solving both classification…

Two-way ANOVA Test: Concepts, Formula & Examples

2 years ago

The two-way analysis of variance (ANOVA) test is a powerful tool for analyzing data and uncovering relationships between a dependent…

Population & Samples in Statistics: Examples

2 years ago

In statistics, population and sample are two fundamental concepts that help us to better understand data. A population is a…

Account Receivables Use Cases for Machine Learning / AI

2 years ago

Account receivables (AR) account for a significant portion of total assets and revenue. However, the account receivable process is typically…

Bayesian thinking & Real-life Examples

2 years ago

Bayesian thinking is a powerful way of looking at the world, and it can be useful in many real-life situations.…

True Error vs Sample Error: Difference

2 years ago

Understanding the differences between true error and sample error is an important aspect of data science. In this blog post,…

Confidence Intervals Formula, Examples

2 years ago

In this post, you will learn about the statistics concepts of confidence intervals in relation to machine learning models with…

Paired Sample T-Tests: Formula, Examples

2 years ago

Paired sample t-tests are a commonly used statistical procedure used to compare two populations that are related in some way.…

Hidden Markov Models: Concepts, Examples

2 years ago

Hidden Markov models (HMMs) are a type of statistical modeling that has been used for several years. They have been…

Levene Test & Statistics: Concepts & Examples

2 years ago

The Levene test is used to test for equality of variance in a dataset. It is used in statistical analysis…