Overview of self-supervised learning and various algorithms and implementation examples
Self-supervised learning
Self-Supervised Learning is a type of machine learni...
An overview of maximum likelihood estimation and its algorithm and implementation
Maximum Likelihood Estimation
Maximum Likelihood Estimation (MLE) will be one of the estimation methods used in...
Bipolar lithium-ion iron phosphate battery
Introduction
From "Really?" Life expectancy is 1,000,000 km? Toyota's new battery will save Japan! Coming in 202...
Overview of communication functions in distributed IOT systems and examples of implementation
Distributed IOT Systems
A distributed Internet of Things (IoT) system is one in which different devices an...
Overview of parallel distributed processing in machine learning and examples of on-prem/cloud implementations
Parallel and Distributed Processing in Machine Learning
Parallel and distributed processing in machine learni...
Ontology-based knowledge platform to support equipment health in plant operations
Introduction
As mentioned in the previous article "Fusion of Plant Engineering Ontology ISO15926 and AI Tec...
Overview of Federated Learning and various algorithms and implementation examples
Federated Learning
Federated Learning is a new approach to training machine learning models that addresses th...
Overview of Kullback-Leibler variational estimation and various algorithms and implementations
Kullback-Leibler Variational Estimation
Kullback-Leibler Variational Estimation (Kullback-Leibler Variatio...
Overview of search algorithms and various algorithms and implementations
Search Algorithm
Search Algorithm refers to a family of computational methods used to find a target within a p...
Education and AI
Education and AI
Artificial intelligence (AI) has great influence in the field of education and has the potenti...