Natural Language Generation (NLG)
Natural language generation (NLG) is a subfield of artificial intelligence (AI) and natural language processing (NLP) that focuses on the automatic creation of human language from structured data. It allows
Natural Language Processing (NLP)
Natural language processing (NLP) is a branch of artificial intelligence (AI) that focuses on enabling computers to understand, interpret, and generate human language meaningfully and usefully. NLP allows computers to
Natural Language Understanding (NLU)
Natural language understanding (NLU) is a subfield of natural language processing (NLP) that focuses on enabling machines to understand the meaning, intent, and context behind human language. NLU allows machines
Network Load Balancer (NLB)
Definition A Network Load Balancer (NLB) is a high-performance load-balancing solution operating at the OSI model’s Layer 4 (Transport Layer). It is designed to efficiently distribute network traffic across multiple
Neural Networks
A neural network is a computational artificial intelligence (AI) model that simulates how the human brain processes information. It consists of layers of interconnected nodes, or “neurons,” which work together
Node Affinity
Definition Node Affinity in Kubernetes is a scheduling mechanism that assigns pods to specific nodes based on predefined rules. It enhances control over pod placement by specifying conditions for where
Non-Functional Requirements
Definition Non-functional requirements (NFRs) define a software system’s quality attributes, constraints, and operational characteristics. Unlike functional requirements, which specify what the system does, NFRs specify how well it performs, ensuring
Object Detection
What Is Object Detection? Object detection is an advanced computer vision technique that identifies, classifies, and localizes objects within an image or video frame. Unlike simple image recognition, which assigns
Observability Stack
Definition An Observability Stack is a set of tools and frameworks for monitoring, analyzing, and gaining insights into modern applications and infrastructure performance, reliability, and health. Observability is a key
Open-Source AI
What Is Open-Source AI? Open-source AI refers to artificial intelligence systems, frameworks, and tools with publicly available code. Unlike proprietary AI, where the underlying algorithms and models are closed to
OpenTelemetry
OpenTelemetry is an open-source observability framework for developers and operators working with cloud-native software. It is a project of the Cloud Native Computing Foundation (CNCF). The framework was created by
Operation Management
Integrating Development and Operations (DevOps) practices has proven to be a game-changer. DevOps enhances collaboration between development and operations teams and optimizes the entire software delivery lifecycle. Effective operations management
Optical Character Recognition (OCR)
What is Optical Character Recognition (OCR)? Optical Character Recognition (OCR) is a technology that converts printed, handwritten, or scanned text into machine-readable data. It enables computers to recognize and process
Perplexity (in LLMs)
Perplexity is a measurement used to evaluate huge language models (LLMs). It indicates how well a model predicts a sequence of words. A lower perplexity means the model is better
Platform as a Service (PaaS)
Platform as a Service (PaaS) is a sophisticated cloud computing model that provides developers and businesses with a scalable and efficient platform for application development and management. This service model
Portability
Portability in technology is crucial for software, systems, or data that need to function effectively across different computing environments, such as various operating systems, hardware platforms, or geographic locations. This
Predictive Analytics
What Is Predictive Analytics? Predictive analytics is a data analysis approach that uses historical data, statistical algorithms, and machine learning models to forecast future outcomes. It identifies patterns in data
Pretrained Models
Pretrained models refer to machine learning models already trained on a large dataset for a specific task and can be reused or fine-tuned for different, related tasks. These models contain
Prompt Engineering
Prompt engineering is designing and refining input prompts to guide the behavior and output of generative artificial intelligence (AI) systems such as huge language models (LLMs). A prompt is a
Prompt Injection
What is Prompt Injection? Prompt injection is a security vulnerability that affects artificial intelligence (AI) models, huge language models (LLMs), and conversational AI systems. This attack manipulates a model’s input
