machine learning

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

Bayesian thinking & Real-life Examples

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

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

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…

1 year ago

Python Pickle Example: What, Why, How

Have you ever heard of the term "Python Pickle"? If not, don't feel bad—it can be a confusing concept. However,…

1 year ago

Free Datasets for Machine Learning & Deep Learning

Are you looking for free / popular datasets to use for your machine learning or deep learning project? Look no…

1 year ago

Challenges for Machine Learning / AI Projects

In this post, you will learn about some of the key challenges in relation to achieving successful AI / machine…

1 year ago

Difference between Online & Batch Learning

In this post, you will learn about the concepts and differences between online and batch or offline learning in relation…

1 year ago

Most Common Machine Learning Tasks

This article represents some of the most common machine learning tasks that one may come across while trying to solve…

1 year ago

Drivetrain Approach for Machine Learning

In this post, you will learn about a very popular approach or methodology called as Drivetrain approach coined by Jeremy…

1 year ago