What is synthetic data? Discover synthetic datasets and providers
What is Synthetic Data?
Synthetic data is artificially generated data that mimics the statistical properties and patterns of real-world data. It is created using algorithms or models to replicate the characteristics of the original data without containing any personally identifiable information. Synthetic data is used for various purposes, such as data analysis, machine learning training, and testing, while ensuring privacy and security.
Examples of Synthetic Data include simulated medical records, generated customer profiles, and artificial financial transactions. Synthetic Data is used for various purposes such as training machine learning models, conducting data analysis, and ensuring data privacy. Synthetic data providers offer reliable sources for obtaining synthetic data. In this page, you’ll find the best data sources for synthetic data.
Best Synthetic Data Databases & Datasets
Here is Datarade's curated selection of top Synthetic Data. These trusted databases and datasets offer high-quality, up-to-date information.
Syntegra Synthetic Claims Data | Medicare Claims | Multiple Formats
Synthetic image data and annotation (bounding box, segmentation, keypoint, depth, normals)
AI & ML Training Data | Artificial Intelligence (AI) | Machine Learning (ML) Datasets | Deep Learning Datasets | Easy to Integrate | Free Sample
Synthetic Document Dataset for AI - Jpeg, PNG & PDF formats
Facteus Transaction Data - US Consumer Payments - Enterprise (synthetic)
Agents Republic | Custom Multilingual Conversational AI Training Data via Audio/Voice (50+ languages) (synthetic)
Way With Words' seSotho Speech Collection Dataset
Syntegra Synthetic EHR Data | Structured Healthcare Electronic Health Record Data
Way With Words' isiZulu Speech Collection Dataset
Popular Use Cases
Synthetic Data plays a pivotal role in various business applications, offering valuable insights and opportunities across industries.
Frequently Asked Questions
Where can I buy Synthetic Data?
Data providers and vendors listed on Datarade sell Synthetic Data products and samples. Popular Synthetic Data products and datasets available on our platform are Synthetic Dataset for AI - Jpeg, PNG & PDF by Ainnotate, Syntegra Synthetic Claims Data | Medicare Claims | Multiple Formats by Syntegra, and Synthetic image data and annotation (bounding box, segmentation, keypoint, depth, normals) by Mirage.
How can I get Synthetic Data?
You can get Synthetic Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Synthetic Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Synthetic Data APIs, feeds and streams to download the most up-to-date intelligence.
What are similar data types to Synthetic Data?
Synthetic Data is similar to Natural Language Processing (NLP) Data, Annotated Imagery Data, Machine Learning (ML) Data, Deep Learning (DL) Data, and Logo Data. These data categories are commonly used for Neural Networks.
What are the most common use cases for Synthetic Data?
The top use cases for Synthetic Data are Neural Networks.