🚀 Launching Synthetic Text to Unlock High-Value Proprietary Text Data
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Synthetic data
Overview
DataLLM
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Synthetic data overview
What is synthetic data and its benefits
Introduction to synthetic data
Data anonymization
Traditional data anonymization vs. synthetic data generation
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Platform overview
How it works
See how the MOSTLY AI Platform works
Privacy and security
Learn how MOSTLY AI's Platform provides privacy and security
Features
Generate, synthesize, and create data
Python Client
Control synthetic data generation right out of your Python environment
DataLLM
DataLLM
Create synthetic data if you have no data to begin with or enrich existing datasets
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Synthetic data generation for free forever
The best AI-powered synthetic data generator is available free of charge. Generate high-quality, privacy-safe synthetic versions of your datasets within minutes.
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Use Cases
Data sharing
Proactively share high quality synthetic data in your organization and beyond
AI/ML development
Use synthetic training data to still your AI/ML data hunger
Testing & QA
Synthetic copies of production data for faster and better QA
Self service analytics
Leverage synthetic data and a natural language interface to get to insights
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Podcast
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Read our synthetic data blog
The Synthetic Data Dictionary
Terms and definitions related to synthetic data generation
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Home
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Resources
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Blog
The
Synthetic
Data Blog
If you want to learn about the latest developments in the synthetic data space, you are in the right place. The synthetic data blog covers the latest developments, research results and business best practices.
Blog
Featured
May 31, 2024
by
John Sullivan
Data Access + Data Insights for Everyone
"Business people don't understand data". As a non data scientist, I've been told this quite a lot. And it's often true. The majority of people don't have the skills to work with data. To analyze data, to visualize data, to understand data. That's a problem, because the answers to many of your questions are in […]
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Blog
September 25, 2023
by
Avril Aysha
Rebalancing your data for ML classification problems
Rebalancing your data via the synthetic data generation process offers a simple, yet effective way to improve your machine learning models.
Blog
September 21, 2023
by
Avril Aysha
Optimize your training sample size for synthetic data accuracy
Synthetic data accuracy is in a direct relationship with synthetic data sample size. In this tutorial, we'll show you how to optimize training data for best results.
Blog
September 20, 2023
by
Avril Aysha
Evaluate synthetic data quality using downstream ML
In this tutorial, you will learn how to validate the quality of synthetic data by evaluating its performance on a downstream ML task.
Blog
September 20, 2023
by
George Loizou
Data migration: How to do it like a pro
Data migration comes with a host of challenges where AI-generated synthetic data offers a real solution.
Blog
September 12, 2023
by
Elsa Mendes
Come in, we are open
MOSTLY AI has just published its employee handbook - public and accessible for all.
Blog
September 11, 2023
by
Avril Aysha
Data drift: How to tackle it with synthetic data
Data drift is a huge headache for ML developers. Conditional synthetic data generation can help put your model back on track.
Blog
August 10, 2023
by
John Sullivan
Insurance innovation: 3 use cases powered by synthetic data in health insurance
Insurance innovation powered by synthetic data includes exciting use cases, such as data democratization, external data sharing, and empowering women in healthcare.
Blog
August 8, 2023
by
Avril Aysha
Improve your machine learning life cycle with synthetic data
A step-by-step journey through the machine learning life cycle, from data collection to model explanation and sharing.
Blog
July 4, 2023
by
Mario Scriminaci
Data consumer manifesto: the 3 benefits of bringing generative AI synthetic data closer to the consumer
The data consumer manifesto outlines the three benefits synthetic data brings to data consumption and introduces the concept with real-world examples.
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Synthetic Data
What is synthetic data
Data anonymization
Frequently Asked Questions
Platform
Features
Privacy and security
How it works
Python Client
DataLLM
Get started
Use cases
Data sharing
AI/ML Development
Testing & QA
Self service analytics
Company
About us
Handbook
Careers
Contact us
Documentation
Pricing
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