Machine Learning

Ensemble Methods in Machine Learning: Examples

Machine learning models are often trained with a variety of different methods in order to create a more accurate prediction.…

1 year ago

CART Decision Tree Python Example

The Classification and Regression Tree (CART) is a supervised machine learning algorithm used for classification, regression. In this blog, we…

1 year ago

Decision Tree Concepts, Examples, Interview Questions

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

1 year ago

Account Receivables Use Cases for Machine Learning / AI

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

1 year ago

True Error vs Sample Error: Difference

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

1 year ago

Confidence Intervals Formula, Examples

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

1 year ago

Overfitting & Underfitting in Machine Learning

The performance of the machine learning models depends upon two key concepts called underfitting and overfitting. In this post, you…

1 year ago

Types of Probability Distributions: Codes, Examples

In this post, you will learn the definition of 25 different types of probability distributions. Probability distributions play an important…

1 year ago

AI Product Manager Interview Questions

AI has become such an integral part of our lives that it is important to hire professionals who can help…

1 year ago

Instance-based vs Model-based Learning: Differences

Machine learning is a field of artificial intelligence that deals with giving machines the ability to learn without being explicitly…

1 year ago