What is Deep Learning?
Deep Learning Framework Before exploring what deep learning is, it is a good idea comprehending its overall surrounding structure. We...
Understanding What is a Transformer in AI
What is a transformer? Transformer refers to a type of neural network architecture that has been highly influential, particularly in...
What is a Decision Tree in Machine Learning
Decision Tree A decision tree in machine learning is a popular supervised learning method. It applies to both classification and...
What is a Confusion Matrix in Machine Learning
Confusion matrix Within machine learning (ML), a confusion matrix is a table that evaluates the performance of a classification algorithm....
Understanding Train Test Split Model Validation
Train Test Split Train-test split model validation is a simple and common technique in machine learning. Simply, it evaluates the...
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...
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...
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...
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...
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...