A/B Testing for Machine Learning
A/B testing is an optimization technique often used to understand how an altered variable affects audience or user engagement. It’s a common […]
What is Cross Validation in Machine Learning
Cross validation is the use of various techniques to evaluate a machine learning model’s ability to generalize when processing new and unseen […]
Machine Learning Optimization – Why is it so Important?
The concept of optimization is integral to machine learning. Most machine learning models use training data to learn the relationship between input […]
What is Deep Learning?
Deep learning is a form of machine learning which aims to mimic and imitate the processes of the human brain through machine learning […]
Outlier Detection and Analysis Methods
Outlier detection is a key consideration within the development and deployment of machine learning algorithms. Models are often developed and leveraged to […]
Machine Learning Concept Drift – What is it and Five Steps to Deal With it
Concept drift is a major consideration for ensuring the long-term accuracy of machine learning algorithms. Concept drift is a specific type of model […]
How to Deploy your Machine Learning Models
Machine learning deployment is the process of deploying a machine learning model in a live environment. The model can be deployed across […]
Transfer Learning for Machine Learning
Transfer learning for machine learning is when elements of a pre-trained model are reused in a new machine learning model. If the […]
Four Types of Machine Learning Algorithms Explained
The four types of machine learning algorithms that we aim to explain are behind a range of technologies, whether providing predictive analytics […]
What is Kubernetes?
Kubernetes is an open-source platform used to orchestrate and manage containers and containerized applications. It allows for the automation of key elements […]
What is Machine Learning?
Machine learning (ML) is a process by which a system learns from data to undergo iterative improvement without direct human control. Instead […]