Open-source project providing a web-based interactive computing environment for creating and sharing documents with live code, equations, visualizations, and narrative text. Jupyter is widely used for data cleaning, numerical simulation, statistical modeling, data visualization, and machine learning, distinguishing itself with support for over 40 programming languages including Python, R, Julia, and Scala. It primarily benefits data scientists, researchers, and educators in both academia and industry.

Online learning platform that focuses on data science and analytics. It offers interactive courses on topics such as Python, R, SQL, machine learning, and data visualization, designed to help users build practical skills through hands-on exercises and real-world projects. DataCamp primarily targets individuals and professionals looking to enhance their data science and analytical skills for career advancement or personal development.

The ampere is the unit of electric current in the International System of Units (SI), defined as one coulomb of charge passing through a point in one second. It is a fundamental unit used in electrical engineering and physics to measure the flow of electric charge. The ampere is essential for professionals and students in fields related to electronics, electrical engineering, and physics.

Cloud-based platform offering tools for structural, thermal, and fluid analysis of 3D CAD models. Designed to be user-friendly, accessible, and scalable, it allows engineers and designers to perform complex simulations directly from their web browsers without the need for high-end hardware. The platform is ideal for engineers and designers seeking versatile simulation capabilities, including Finite Element Analysis (FEA), Computational Fluid Dynamics (CFD), and thermal simulations.

Software company based in Melbourne, Australia, offering an AI-powered skill testing platform designed to revolutionize the hiring process. Vervoe differentiates itself by enabling businesses to create unique, tailored assessments that are instantly auto-gradable, allowing companies to test candidates for any skill and automatically grade their responses at scale. The platform primarily benefits employers seeking to make hiring decisions based on candidates' actual job performance rather than their resumes.

Vietnam-Japan startup specializing in AI technologies aimed at enhancing human creativity and quality of life. Asilla differentiates itself by offering a wide range of services optimized through deep learning, providing advanced AI solutions for various applications. The company's target demographic includes businesses and individuals seeking innovative AI-driven solutions to improve efficiency and creativity.

A company that offers a chat and messaging platform, enabling real-time communication for users. The platform provides robust APIs and SDKs that allow developers to integrate chat, voice, and video functionalities into their applications, differentiating itself with high scalability and reliability. Sendbird primarily targets businesses and developers looking to enhance user engagement through real-time communication features.

Universal repository manager that supports all major package formats, build tools, and CI servers. It is designed to manage binary artifacts throughout the application lifecycle, from development to production, and integrates with various CI/CD tools, providing features like artifact versioning, metadata management, and security controls. JFROG Artifactory is primarily targeted at development teams and organizations seeking efficient and secure management of their software artifacts.

Open-source service mesh designed to manage communication between microservices in cloud-native applications. It offers features such as traffic management, security, observability, and policy enforcement, differentiating itself with its comprehensive control over service interactions. Istio is primarily targeted at developers and organizations utilizing microservices architectures, particularly those deploying applications in Kubernetes environments.

A type of artificial neural network where connections between nodes do not form cycles, allowing information to move in one direction from input to output. Feedforward neural networks are characterized by their layered architecture, use of activation functions like sigmoid, tanh, and ReLU, and training through backpropagation to minimize loss. They are commonly used in applications such as image and speech recognition, benefiting researchers and developers in the field of machine learning and artificial intelligence.

Just-In-Time (JIT) compiler for Python that translates a subset of Python and NumPy code into fast machine code, significantly enhancing the performance of numerical and scientific computations. Numba integrates seamlessly with NumPy, supports parallel computing, and can be utilized for GPU acceleration with CUDA, making it a powerful tool for high-performance computing tasks. It is particularly beneficial for scientists, engineers, and developers who require optimized performance for computationally intensive applications.

AliroNet™ is a platform developed by Aliro Security to facilitate the operation of advanced secure networks. It supports applications such as secure communications, secure access to cloud services and generative AI large language models (LLMs), and secure networking of quantum computers, distinguishing itself with its comprehensive security features. The platform is targeted at organizations and enterprises that require robust security for their communications, data access, and quantum computing networks.

A company that offers a curated marketplace for 3D tutorials, models, and brushes created by some of the world's best 3D artists. It provides high-quality assets used in various fields such as VFX, gaming, and animation, differentiating itself by offering both learning resources and professional-grade 3D assets. The platform primarily targets 3D artists, animators, and game developers seeking top-tier educational content and assets.

Tools designed to facilitate the analysis of data, including both qualitative and quantitative data. These tools often provide functionalities such as data visualization, statistical analysis, and pattern recognition, helping users to diagnose, test, and improve software quality. Analysis software is primarily used by data analysts, researchers, and businesses seeking to derive insights from large datasets to inform decision-making processes.

The integration of Internet of Things (IoT) technology in healthcare involves the use of interconnected devices and systems to collect, transmit, and analyze health-related data. This technology enhances patient care by enabling remote monitoring, real-time data analysis, and personalized treatment plans, thereby improving overall healthcare efficiency and outcomes. IoT healthcare primarily benefits patients, healthcare providers, and medical facilities by offering advanced monitoring capabilities and streamlined operations.

American company based in Emeryville, California, providing computer-assisted translation software employing artificial intelligence. Lilt differentiates itself by combining people, processes, and technology to ensure high-quality language translation services in more than 70 languages. The primary target demographic includes businesses and organizations seeking efficient and accurate translation solutions.

Distributed computing paradigm that brings computation and data storage closer to the location where it is needed, to improve response times and save bandwidth. It involves processing data at the edge of the network, near the source of the data, rather than in a centralized data-processing warehouse, which is particularly useful for applications requiring real-time processing and low latency. This approach benefits industries and applications such as autonomous vehicles, smart cities, and IoT devices.

Company focused on advancing quantum computing technology with a mission to make it useful sooner than previously imaginable. Riverlane differentiates itself by developing Deltaflow, a quantum error correction stack, which aims to address the critical challenge of error rates in quantum computing. The company primarily targets researchers, developers, and organizations involved in quantum computing and related fields.

A smart water bottle is a technologically advanced hydration accessory designed to track water intake and promote healthy drinking habits. It often includes features like reminders to drink water, temperature regulation, and integration with fitness apps to monitor hydration levels and support overall wellness goals. Smart water bottles are ideal for fitness enthusiasts, health-conscious individuals, and those who want to stay hydrated effectively throughout their daily activities.

Company that provides automated digital identity verification services. Onfido's Real Identity Platform uses artificial intelligence and biometric technology to verify identities, helping businesses streamline their onboarding processes and reduce fraud. The primary users of Onfido's services are businesses in sectors such as finance, healthcare, and online marketplaces that require secure and efficient identity verification solutions.

The process of creating interfaces in software or computerized devices with a focus on aesthetics and user experience. UI design aims to make interfaces that are easy to use and visually appealing, incorporating elements like layout, color schemes, typography, and responsiveness. It primarily benefits software developers, designers, and end-users seeking intuitive and engaging digital experiences.

AI-enabled Strategic Portfolio, Financial, Resource, and Work Management platform designed to meet the needs of various organizations. Oneplan differentiates itself by integrating advanced AI capabilities to streamline and optimize project management processes, providing comprehensive tools for planning, tracking, and resource allocation. The platform is targeted at businesses and organizations seeking to enhance their project management efficiency and decision-making through advanced technology.

AI and Machine Learning platform designed to maximize the monetization and retention of players in digital games automatically. Game of Whales differentiates itself by using advanced algorithms to analyze player behavior and optimize in-game offers and engagement strategies, thereby increasing revenue and player loyalty. This platform is primarily targeted at game developers and publishers looking to enhance their monetization strategies and improve player retention rates.

AI-based fraud and anti-money laundering risk detection platform that serves banks, insurance companies, and the cryptocurrency industry. It helps organizations manage compliance and risk by providing real-time insights and data-driven solutions, differentiating itself with advanced machine learning algorithms and comprehensive data coverage. The platform is primarily targeted at financial institutions and businesses in need of robust compliance and risk management tools.

Machine learning frameworks that involve two neural networks, the generator and the discriminator, trained simultaneously through adversarial processes to generate realistic data samples. The generator creates data samples, while the discriminator evaluates them, improving the generator's ability to produce increasingly realistic outputs over time. Generative adversarial networks are primarily used by researchers and developers in fields such as image generation, data augmentation, and unsupervised learning.

Fintech enterprise software-as-a-service (SaaS) company that leverages artificial intelligence-based autonomous systems to help companies automate their accounts receivable and treasury processes. The platform aims to lower Days Sales Outstanding (DSO), optimize working capital, fast-track financial close, and improve productivity, differentiating itself through its AI-driven automation capabilities. HighRadius primarily targets large enterprises and mid-sized companies looking to enhance their financial operations and efficiency.

Swimlane is a software company specializing in security automation, headquartered in Louisville, Colorado. It differentiates itself as the world's largest and fastest-growing pure-play security automation company, offering solutions that help organizations streamline and automate their security operations. Swimlane primarily serves enterprises and security teams looking to enhance their security posture through automation and efficiency.

Platform that acts as a Distributed Ledger Agent in securitizations to increase transparency at the loan level. It reduces the typical 55-day reporting lag to just one day, providing bond investors with ultimate transparency and allowing issuers to achieve market premiums on sales. This technology primarily benefits bond investors and issuers seeking enhanced transparency and efficiency in the lending ecosystem.

Open-source text expander tool that automates repetitive typing tasks by replacing predefined keywords with longer text snippets. It is cross-platform, customizable, and extensible, supporting plugins and scripts for advanced functionalities, which differentiates it from other text expanders. Espanso is particularly useful for individuals who frequently engage in repetitive typing tasks, such as programmers, writers, and office professionals.

Company that provides a customer data platform (CDP) designed to help businesses unify, manage, and analyze their customer data. The platform uses machine learning and artificial intelligence to integrate data from various sources, creating a comprehensive and accurate view of each customer, enabling businesses to deliver personalized experiences and improve customer engagement. Amperity's platform is used by companies across various industries, including retail, travel, hospitality, and financial services, to enhance their marketing, customer service, and overall customer experience strategies.