![]() What’s more, MOSTLY AI’s synthetic data is better quality than open source synthetic data. Some synthetic data generators are better than others, but all synthetic data should be quality assured and MOSTLY AI’s platform generates an automatic privacy and accuracy report for each synthetic data set. When choosing a synthetic data generation tool, you should take two very important benchmarks into consideration: accuracy and privacy. It’s better than that - it’s data science automated. Thanks to how the process of synthetic data generation works, you can use an AI-powered synthetic data generator to create bigger, smaller or more balanced, yet realistic versions of your original data. Generating synthetic data based on real data makes sense in a number of different use cases and data protection is only one of them. When do you need a synthetic data generation tool? We'll tell you all about what makes a dataset ready for synthesization in this blogpost. If you want to know how to generate synthetic data using an AI-powered tool, like MOSTLY AI, you need to know how to prepare your sample dataset, that the AI algorithm will learn from. Not even a credit card is required, only a suitable sample dataset.įirst, you need to register a free synthetic data generation account using your email address. What is even better news is that you can have access to the world’s best quality synthetic data generation for free, generating up to 100K rows daily. If you want to know how to generate synthetic data, the good news is, that you need absolutely no coding knowledge to be able to synthesize datasets on MOSTLY AI’s synthetic data platform. What do you need to generate synthetic data? BONUS: Data prep checklist for synthetic data generation.How to get expert help with synthetic data generation?.What are the most common synthetic data use cases?.How to optimize synthetic data generation for speed or accuracy?.What types of synthetic data can you synthesize?.How to connect subject and linked tables for synthesization?. ![]() What is the perfect setup for synthetic data generation?.How and when to synthesize data in two tables?.Checking the quality of your synthetic data.How to generate more or less synthetic data than the original?.How to check and configure column types?.How to launch your first synthetic data generation?.How and when to synthesize a single subject table?.What do you need to generate synthetic data?.Here is everything you need to know to get started. Learn how to generate high-quality synthetic datasets from real data samples without coding or credit cards in your pocket.
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