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MLOps (Machine Learning Operations) is a set of practices that combines machine learning, DevOps, and data engineering to deploy and maintain ML models in production reliably and efficiently. Just as DevOps transformed software delivery, MLOps transforms ML from a research activity into a reliable production discipline.
An API (Application Programming Interface) is a contract between a service provider and its consumers. A well-designed API is intuitive, consistent, and easy to use. A poorly designed API leads to frustrated developers, increased support burden, security vulnerabilities, and costly breaking changes.
Data engineering is the practice of designing, building, and maintaining systems that collect, store, process, and analyze data at scale. While data scientists focus on extracting insights, data engineers build the reliable, scalable infrastructure that makes those insights possible.
The Internet of Things (IoT) refers to connected devices, sensors, and actuators that collect, transmit, and act on data from the physical world. In enterprise settings, IoT transforms operations by enabling real-time monitoring, predictive maintenance, process automation, and data-driven decision-making.
A Progressive Web App (PWA) is a web application that uses modern browser capabilities to deliver an app-like experience. PWAs are reliable, fast, and engaging — combining the reach of the web with the capabilities of native mobile applications.
Blockchain is a distributed, immutable ledger that records transactions across a network of computers. Each block contains a cryptographic hash of the previous block, creating a chain that cannot be altered retroactively without consensus from the network.
Serverless computing allows developers to build and run applications without managing servers. The cloud provider handles all infrastructure — provisioning, scaling, patching, and maintenance. Developers write functions, configure triggers, and the platform takes care of the rest.
Zero Trust is a security framework that eliminates implicit trust from any user, device, or network — inside or outside the organization perimeter. The core principle is simple: **never trust, always verify**.
Containerization has revolutionized how we build, ship, and run software. By packaging applications with their dependencies into lightweight, portable units, containers solve the "it works on my machine" problem and enable consistent deployment across development, testing, and production environments.
WebAssembly (Wasm) is a low-level binary instruction format that executes at near-native speed in modern web browsers. It provides a compilation target for languages like C, C++, Rust, and Go, enabling high-performance applications — video editing, 3D rendering, gaming, scientific simulations — to run in the browser with performance comparable to native code.
Quantum computing represents a fundamental shift in how we process information. While classical computers operate on bits (0 or 1), quantum computers use quantum bits, or qubits, which leverage quantum mechanical phenomena — superposition, entanglement, and interference — to perform computations that are intractable for classical machines.
DevSecOps is the practice of integrating security into every phase of the software development lifecycle — from planning and coding to testing, deployment, and operations. Rather than treating security as a final gate (or worse, an afterthought), DevSecOps makes security a continuous, shared responsibility across development, operations, and security teams.