Machine Learning

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…

2 years 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…

2 years 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…

3 years 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,…

3 years 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…

3 years 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…

3 years 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…

3 years 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…

3 years ago

Data-Driven Decision Making: What, Why & How?

Data-driven decision-making is a data-driven approach to making decisions to achieve desired outcome. More precisely, data-driven decision making is an…

3 years ago

Different types of Clustering in Machine Learning

Clustering is a type of unsupervised machine learning technique that is used to group data points into distinct categories or…

3 years ago