Vertex AI
Fully managed ML tools allow you to build, deploy and scale machine-learning (ML) models quickly, for any use case.
Vertex AI Workbench is natively integrated with BigQuery Dataproc and Spark. You can use BigQuery to create and execute machine-learning models in BigQuery by using standard SQL queries and spreadsheets or you can export datasets directly from BigQuery into Vertex AI Workbench to run your models there. Vertex Data Labeling can be used to create highly accurate labels for data collection.
Vertex AI Agent Builder empowers developers to design and deploy advanced generative AI applications for enterprise use. It supports both no-code and code-driven development, enabling users to create AI agents through natural language prompts or by integrating with frameworks like LangChain and LlamaIndex.
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KrakenD
Engineered for peak performance and efficient resource use, KrakenD can manage a staggering 70k requests per second on just one instance. Its stateless build ensures hassle-free scalability, sidelining complications like database upkeep or node synchronization.
In terms of features, KrakenD is a jack-of-all-trades. It accommodates multiple protocols and API standards, offering granular access control, data shaping, and caching capabilities. A standout feature is its Backend For Frontend pattern, which consolidates various API calls into a single response, simplifying client interactions.
On the security front, KrakenD is OWASP-compliant and data-agnostic, streamlining regulatory adherence. Operational ease comes via its declarative setup and robust third-party tool integration. With its open-source community edition and transparent pricing model, KrakenD is the go-to API Gateway for organizations that refuse to compromise on performance or scalability.
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WhiteBIT
WhiteBIT is the largest cryptocurrency exchange in Europe per traffic, with over 8 million users and a growing ecosystem of 35+ million users across the WhiteBIT Group, WhiteBIT is one of the most secure trading platforms globally, according to Cer.live and Hacken. The exchange supports 340+ cryptocurrencies, 9 fiat currencies, 700+ spot pairs, and 200+ futures pairs, providing a wide range of trading options.
Security is a top priority. WhiteBIT uses advanced technologies, including multi-stage elastic holding strategy and two-factor authentication (2FA) for all users. Additional security features ensure multiple layers of protection. The platform is AML-compliant and adheres to best practices for regulatory standards.
WhiteBIT’s custom trading engine is scalable and executes orders in real-time. Extensive APIs support third-party trading platforms and algorithmic trading. The exchange sees over 33 million monthly visits and processes an annual trading volume exceeding $2,7 trillion.
The WhiteBIT Group's ecosystem includes Whitepay, Whitechain, White Market, WhiteEx, and others. WhiteBIT has official partnerships with FC Barcelona, ESL Faceit, and VISA. The Group have offices in 7 countries and over 1,200 employees
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TensorFlow
TensorFlow is a comprehensive open-source machine learning platform that covers the entire process from development to deployment. This platform boasts a rich and adaptable ecosystem featuring various tools, libraries, and community resources, empowering researchers to advance the field of machine learning while allowing developers to create and implement ML-powered applications with ease. With intuitive high-level APIs like Keras and support for eager execution, users can effortlessly build and refine ML models, facilitating quick iterations and simplifying debugging. The flexibility of TensorFlow allows for seamless training and deployment of models across various environments, whether in the cloud, on-premises, within browsers, or directly on devices, regardless of the programming language utilized. Its straightforward and versatile architecture supports the transformation of innovative ideas into practical code, enabling the development of cutting-edge models that can be published swiftly. Overall, TensorFlow provides a powerful framework that encourages experimentation and accelerates the machine learning process.
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