Naive Bayes Algorithm – The basics you need to know
The naive Bayes algorithm is a method set of probabilities. For each attribute from each class set, it uses probability to make predictions. This algorithm falls under a supervised machine-learning…
Classification and Regression Demystified in Machine Learning
Classification predictive output is a label and for regression its a quantity. Generative algorithms can also be used as classifiers. It just so happens that they can do more than…
Deep Learning (DL) – Introduction to Basics
AILabPage defines Deep learning is "Undeniably a mind-blowing synchronisation technique applied on data with computing power, skills and experience which practically has no limits“.
Machine Learning – Introduction to Unsupervised Learning
Unsupervised learning is classified as one of the three categories of machine learning, alongside Supervised Machine Learning, and Reinforcement Learning. Specifically, it falls under the domain of Unsupervised Machine Learning…
How Machine Learning Algorithms Works: An Overview
Machine learning employs computational techniques that empower algorithms to extract valuable insights from data, unconstrained by predefined equations. Through statistical analyses, ML algorithms unravel meaningful patterns and relationships within the…
Deep Learning – Introduction to Artificial Neural Networks
Deep Learning uses neural networks to create the foundation of the working model architecture. A neural network that took the idea of the human brain working for its basic working…
The Ultimate Intuitive Guide to FinTech Intelligence
Fintech Intelligence leverages cutting-edge technology like artificial intelligence, blockchain, and data analytics to revolutionise the financial industry. Through machine learning, it automates tasks, enhances risk management, and improves customer experiences.…
Deep Learning – Introduction to Powerful Convolutional Neural Networks
Convolutional neural networks (CNN) are based on simple principles of science and math, even though they may seem complicated to some. When a filter is applied to the input, it…
Thermodynamics: Study of heat and its relation to energy and work
Thermodynamics is a fundamental branch of physics that explores the relationships between heat, energy, and work. It provides a framework for understanding how energy is transferred and transformed within systems.…
Machine Learning – Introduction to Supervised Learning
AILabPage defines Machine Learning as "A focal point where business, data and experience meets emerging technology and decides to work together". SML through historic data set is able to hunt…
Machine Learning – Introduction to Quick and Accurate Machine Translation
Machine translation model renders text from one natural language to another. There are various MT models developed to effectively drive translation based application souls. To accomplish this task, experts rely…
SECaaS – Security as a Service Is the Next Big Thing
Security as a Service (SeCaaS) - The ability, privacy and the confidentiality of information must be ... Artificial Intelligence (AI) and especially Machine Learning (ML)... are growing fast and are…
AI and Machine Learning boosting FinTech
So for responding to 2 main questions. 1. Where do all these AI trends fit into the FinTech & finance industry? 2. How machine learning algorithm will transform financial technology…
The Intricate Dance of Card Payments: A Step-by-Step Breakdown
Card payments involve a complex but well-coordinated ecosystem, ensuring seamless and secure transactions for both cardholders and merchants. Each player, from issuers and acquirers to networks and processors, contributes to…
Deep Learning – Mandate for Humans, Not Just Machines
Deep Learning terminology can be quite overwhelming to newcomers.. This blog post covers important aspect of deep learning which can be defined as set of techniques that uses neural networks…
Blockchain Fundamentals In Plain Text
Blockchain is versatile in its application across multiple fields, including cryptocurrencies, supply chain management, healthcare, finance, voting systems, etc., where it can establish records that are easily auditable, trustworthy, and…