Reinforcement Learning
What is Reinforcement Learning? Part of machine learning, reinforcement learning deals with intelligent agents aiming to learn through trial and...
Unsupervised Learning
Unsupervised Learning Unsupervised learning is the component of machine learning tackling unlabelled data. The process behind unsupervised machine learning uses...
Supervised Learning
What is Supervised Learning? Supervised learning is part of machine learning, and it deals with labelled data. The operation behind...
Perceptron
What are Perceptrons? In essence, a perceptron is an artificial neuron and represents the simplest form of an artificial neural...
Big Data
What is Big Data? The term big data refers to a larger data, usually involving more complexity and consequently harder...
Data Integration
What is Data Integration? Data integration is the mechanism for access and delivery of data in an organisation. Such flow...
Data Preparation
What is Data Preparation? Data preparation deals with processing raw data into refined state, in which information is ready for...
Data Analytics
What is Data Analytics? Data analytics deals with the processing of data (often raw) and subsequently extracting valuable information, which...
Visualisation
What is Data Visualisation? Data visualisation is an important concept of any data related science, as it offers an accessible...
Bias/Variance
Bias vs Variance Variance and bias are important concepts of machine learning. Machine learning models are not perfect, and as...