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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.

January 23, 2025

Alexandra Ebert

Unlocking AI Training Data for All: MOSTLY AI Releases World’s First Industry-Grade Open-Source Toolkit for Synthetic Data

Today we launch the first industry-grade open-source synthetic data toolkit (SDK), enabling any organization to easily generate high-quality, privacy-safe synthetic datasets from sensitive proprietary data, all within their own compute infrastructure. By eliminating data-sharing hurdles, this open-source release clears the path for the next wave of AI innovation, fueled by previously inaccessible data. Synthetic Data […]

Data anonymization with Python

Data anonymization in Python

Data anonymization is the process of removing personally identifiable information from datasets. Find out how to do it right!

Authenticity at work

Authenticity at work - be YOU, everyone else is taken

What is authenticity at work and how does a remote company, like MOSTLY AI, make it one of its core values?

potential of synthetic data beyond privacy

Beyond privacy - the vast potential of synthetic data

The potential of synthetic data goes beyond privacy enhancement. Extremely valuable use cases, such as data augmentation, rebalancing, domain adaptation, data simulation, bias correction and fairness are all on the table.

Data scrubbing: The mystery of "scrubbing” Personal Identifiable Information (PII)

What is data scrubbing? In the era of big data and data-driven decision-making, protecting the privacy of individuals remains a top priority for businesses and organizations. Data anonymization is a widely used method to achieve this by aiming to remove personal identifiable information (PII) from datasets. One term that is frequently used is "data scrubbing", […]

Achieving gender equality for women in data science and AI

Women in Data Science: Cracking the Code & Achieving Gender Equality

A group of leading voices got together to share some key actionable insights for women, men, and businesses, to help amplify women’s voices and get one step closer to achieving gender equality for women in data science and AI space.

Healthcare data platform privacy risk

Synthetic healthcare data platform for pharmaceuticals, research, and patient care

Synthetic healthcare data platforms revolutionize how healthcare data is collected, shared and used in research and patient care.

Contact MOSTLY AI

How to create the best user experience for data science

MOSTLY AI’s new intuitive user interface is not just a pretty face, it’s now even faster to generate synthetic data.

Synthetic data mesh for data collaboration

Data collaboration with synthetic data products

Data collaboration needs a pro-active approach. Synthetic data generation is the right tool for embedding data sharing into data products.

Smart imputation with synthetic data

A comparison of 6 data imputation methods with AI-powered synthetic data imputation

Smart imputation with synthetic data can prevent data distortion and help make data more human-readable.

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