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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OORT DataHub
Our decentralized platform streamlines AI data collection and labeling through a worldwide contributor network. By combining crowdsourcing with blockchain technology, we deliver high-quality, traceable datasets.
Platform Highlights:
Worldwide Collection: Tap into global contributors for comprehensive data gathering
Blockchain Security: Every contribution tracked and verified on-chain
Quality Focus: Expert validation ensures exceptional data standards
Platform Benefits:
Rapid scaling of data collection
Complete data providence tracking
Validated datasets ready for AI use
Cost-efficient global operations
Flexible contributor network
How It Works:
Define Your Needs: Create your data collection task
Community Activation: Global contributors notified and start gathering data
Quality Control: Human verification layer validates all contributions
Sample Review: Get dataset sample for approval
Full Delivery: Complete dataset delivered once approved
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Bright Data
Bright Data holds the title of the leading platform for web data, proxies, and data scraping solutions globally. Various entities, including Fortune 500 companies, educational institutions, and small enterprises, depend on Bright Data's offerings to gather essential public web data efficiently, reliably, and flexibly, enabling them to conduct research, monitor trends, analyze information, and make well-informed decisions.
With a customer base exceeding 20,000 and spanning nearly all sectors, Bright Data's services cater to a diverse range of needs. Its offerings include user-friendly, no-code data solutions for business owners, as well as a sophisticated proxy and scraping framework tailored for developers and IT specialists.
What sets Bright Data apart is its ability to deliver a cost-effective method for rapid and stable public web data collection at scale, seamlessly converting unstructured data into structured formats, and providing an exceptional customer experience—all while ensuring full transparency and compliance with regulations. This commitment to excellence has made Bright Data an essential tool for organizations seeking to leverage web data for strategic advantages.
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Pixta AI
Pixta AI is an innovative and fully managed marketplace for data annotation and datasets, aimed at bridging the gap between data providers and organizations or researchers in need of superior training data for their AI, machine learning, and computer vision initiatives. The platform boasts a wide array of modalities, including visual, audio, optical character recognition, and conversational data, while offering customized datasets across various categories such as facial recognition, vehicle identification, emotional analysis, scenery, and healthcare applications. With access to a vast library of over 100 million compliant visual data assets from Pixta Stock and a skilled team of annotators, Pixta AI provides ground-truth annotation services—such as bounding boxes, landmark detection, segmentation, attribute classification, and OCR—that are delivered at a pace 3 to 4 times quicker due to their semi-automated technologies. Additionally, this marketplace ensures security and compliance, enabling users to source and order custom datasets on demand, with global delivery options through S3, email, or API in multiple formats including JSON, XML, CSV, and TXT, and it serves clients in more than 249 countries. As a result, Pixta AI not only enhances the efficiency of data collection but also significantly improves the quality and speed of training data delivery to meet diverse project needs.
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