Learn data science and data management with various courses, workshops, and other educational content.
Equip yourself with the skills and accreditation needed to safely and ethically handle sensitive research data with ASSURED’s expert training modules.
Open Big Data AI offers an exclusive selection of high-quality research data in business, economics, and related social sciences. Whether you are conducting research, developing new algorithms, or seeking data for educational purposes, our repository has something to offer for everyone.
The BERD Research Data Marketplace connects researchers with exclusive, secure access to valuable organizational data. Through a proposal-based system, researchers can collaborate with organizations, which retain full control over their data while enabling impactful research partnerships.
Upload and share your own data, and access high-quality structured and unstructured data to enhance impactful academic work.
Designed for researchers, developers, and enthusiasts alike, Getting Stuff Done AI offers a curated collection of tools that cover a broad spectrum of applications, from natural language processing to computer vision and beyond. Empower yourself with cutting-edge resources and stay at the forefront of AI innovation with the comprehensive and regularly updated directory.
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The BERD Analytics Portal provides access to a wealth of machine learning-based publications, analyzing unstructured text and image data from 115,557 publications across 141 journals. Through advanced text analysis methods and machine learning tasks, the portal uncovers structured insights into the use of AI in the social sciences.
In today’s data-driven world, evolving privacy and copyright laws create new challenges for researchers, especially in business, economics, and social sciences. Many struggle to navigate these complex regulations. BERD’s Legal Assistance service provides essential tools and guidance, helping you manage legal concerns so you can focus on your research.
OCR Services provides comprehensive support for all your Optical Character Recognition needs. From tailored guidance with the OCR Recommender to expert consultations and advanced document analysis with OCR on Demand & Viewer, the services ensure you get precise solutions for your unique projects. Whether you need expert advice or advanced OCR capabilities, the helpdesk and consultation hours connect you with knowledgeable professionals to enhance your text recognition efforts.
The Long-term Company Data collects printed, digitized and digital sources in the field. The resulting interactive bibliography unites the widely distributed physical and virtual locations to offers a single point of access. It helps users discover relevant and new sources and find links to online presentations and related datasets. Additionally, users can contribute by adding missing sources and metadata. A unique feature of the portal is the ability to vote for additional processing of the sources, including digitization and text recognition.
Access knowledge graphs, ontologies, and semantic enrichment tools for business, economics, and related fields.
Find tailored recommendations for reporting research data usage in DFG project proposals, specifically designed for the business and economic sciences. These guidelines complement existing general instructions and are crucial for researchers in these fields.
Effortless access and register economic and social science data easily with the da|ra DOI service.
As a partner of BERD@NFDI, ZEW enhances Germany’s research data infrastructure, providing access to company data for on-site analysis at the ZEW-FDZ.