-
What is Cross Validation in Machine Learning?
What is Cross Validation? Cross validation is a machine learning (statistical) technique, aiming to evaluate how well a model generalises to unseen (new) data. The basic idea is…
-
What is Gradient Descent in Machine Learning?
What is Gradient Descent? Gradient descent is a fundamental optimisation algorithm. It is used in machine learning to minimise a given cost function by iteratively adjusting the parameters…
-
What is DevOps? Why Implement DevOps Model in a Corporation
What is DevOps? DevOps refers to development and operations. It is a series of practices and cultural philosophies. Which aims at the improvement of collaboration and communication between…
-
Understanding Normalization in Machine Learning Model Training
What is Normalization? Within the field of machine learning, normalization is essential as it plays a vital role in the quality of model training performance. Normalization is a…
-
What is Docker? Understanding Docker and Containers
What is Docker? Docker is a platform for developing, shipping, and running applications. It provides a way to package software into standardised units called containers, which include everything…
-
Useful Shortcut Keys for Windows and Mac
Shortcut keys Shortcut keys, also known as keyboard shortcuts or hotkeys, are combinations of keys pressed together to perform specific tasks or commands within an operating system, application,…