Article
-
Explaining Generative AI: BERT (Bidirectional Encoder Representations from Transformers)
BERTとは何か BERTの基本概念 BERT（Bidirectional Encoder Representations from Transformers）は、Googleが開発した自然言語処理（NLP）のモデルで、双方向（Bidirectional）のコンテキストを利用してテキストを理解する手法です。BERTは、単語の意味を... -
Explaining Generative AI: Attention Mechanism
What is the Attention Mechanism? The Basic Concept of the Attention Mechanism The Attention Mechanism is a technique in machine learning that allows models to focus on the most relevant parts of input data. By assigning different "attent... -
Glossary ~Optimization Algorithm~
~Terms related to optimization algorithms~ Gradient Descent Gradient Descent is an algorithm for optimizing the parameters of a machine learning model. It is a method for adjusting the parameters in the direction that minimizes the error... -
Glossary ~Deep Learning~
Convolutional Neural Network (CNN) A convolutional neural network (CNN) is a type of neural network that is particularly suited to processing 2D data such as images and videos. CNNs have the ability to automatically learn spatial feature... -
Glossary ~Algorithms of Machine Learning~
Linear Regression Linear Regression is a type of regression analysis that models the relationship between data points as a straight line. It is used to find a linear relationship between input variables (independent variables) and output... -
Basic Concepts of AI
Artificial Intelligence (AI) Artificial intelligence (AI) refers to technology or systems that perform tasks by imitating human intelligence. The goal of AI is to enable computers to perform intellectual activities such as learning, reas... -
How to Use SeaArt: Creating Creative Content with Generative AI
What is SeaArt? Basic Overview and Features SeaArt is a platform that utilizes generative AI technology to create creative content. Here, we provide an overview of SeaArt and its key features. Basic Concept of SeaArt SeaArt is a tool tha... -
Development and Application of Generative AI by GAFA
What is GAFA? The Tech Giants and Generative AI GAFA (Google, Amazon, Facebook, Apple) are major players in the technology industry, actively developing and applying generative AI technologies. Here, we provide an overview of each compan... -
Latest Trends in Speech Recognition Services Using Generative AI
Overview of Speech Recognition Technology and the Role of Generative AI Speech recognition technology, which converts spoken words into text, is increasingly being utilized across various sectors. With advancements in generative AI, spee... -
Comparison of ChatGPT and Gemini: The Latest in Generative AI Technology
What are ChatGPT and Gemini? ChatGPT and Gemini are state-of-the-art natural language processing models utilizing advanced generative AI technologies, each with distinct strengths and features. This section introduces both models, provid... -
How to Use ChatGPT for Translation and Its Potential
Basics of Generative AI and Translation Generative AI plays a significant role in natural language processing tasks, such as text generation and translation. Here, we explain the basic concepts of generative AI and how ChatGPT can be use... -
What is ChatGPT API? Its Mechanism and How to Use It
Basic Overview of ChatGPT API The ChatGPT API is an API service provided by OpenAI that allows users to interface with the GPT model for natural dialogue and text generation. Here, we explain the basic overview of the ChatGPT API and its... -
Efficient Email Creation Using Generative AI: Methods and Tools
What is Generative AI? Its Role in Email Creation Generative AI is a powerful tool that can streamline the email creation process and effortlessly generate personalized messages. Here, we explain the basic concepts of generative AI and i... -
How to Automatically Generate Text Using Free Generative AI Tools
What is Generative AI? Basic Concepts in Text Generation Generative AI is a type of artificial intelligence that automatically generates new content, such as text, images, and audio. Here, we explain how generative AI works and its benef... -
Adobe Firefly and the Commercial Use of Generative AI: Opportunities and Challenges
What is Adobe Firefly? A New Innovation in Generative AI Adobe Firefly is a new generative AI platform provided by Adobe that brings innovation to the creative process. Here, we will discuss the basic overview of Adobe Firefly and its fe...
