🚀 MOSTLY AI releases World’s First Industry-Grade Open-Source Toolkit for Synthetic Data

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Resources

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Videos

Videos

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern businesses approach their data.

February 19, 2025

Synthetic Data SDK on Databricks

In this video, learn how to create privacy-safe AI-generated synthetic data using the open-source Synthetic Data SDK by MOSTLY AI within Databricks. Watch as we walk through the process of training a generator on a sample census dataset, creating high-quality synthetic data, and keeping the data fully anonymous. This easy-to-follow demo shows you how to […]

February 17, 2025

Synthetic Data SDK in BigQuery

In this video, learn how to generate privacy-preserving synthetic data directly within BigQuery using MOSTLY AI's Synthetic Data SDK. We’ll show you how to install and set up the SDK, create a generator, and customize it with privacy settings like differential privacy. In just a few minutes, you’ll have synthetic data that’s ready to share […]

February 13, 2025

Synthetic Data SDK on Snowflake

In this tutorial, we’ll walk you through how to create a privacy-preserving synthetic dataset directly within a notebook in Snowflake using Python and the Synthetic Data SDK. You’ll learn how to install and configure the Synthetic Data SDK locally, set up a generator for synthetic data, and customize privacy settings for your dataset. We’ll demonstrate […]

February 11, 2025

Context Aware Synthetic Data Generation in AWS SageMaker

In this tutorial, we demonstrate how to use the Synthetic Data SDK in AWS SageMaker to perform conditional generation of partially synthetic datasets. By fixing certain attributes and adjusting others, we can conduct what-if analysis to understand how changes in one variable impact others. Using a gender-balanced dataset with randomized income levels, we explore how […]

February 10, 2025

Using the MOSTLY AI Synthetic Data SDK with IBM watsonx

In this video, we show you how to use the MOSTLY AI Synthetic Data SDK on the IBM Watson X platform to easily generate privacy-preserving synthetic data. We begin by creating a new notebook, setting up a Python environment, and installing the MOSTLY AI Synthetic Data SDK in local mode. The local mode allows the […]

February 10, 2025

Using the MOSTLY AI Synthetic Data SDK with IBM watsonx

In this video, we show you how to use the MOSTLY AI Synthetic Data SDK on the IBM Watson X platform to easily generate privacy-preserving synthetic data. We begin by creating a new notebook, setting up a Python environment, and installing the MOSTLY AI Synthetic Data SDK in local mode. The local mode allows the […]

February 6, 2025

MOSTLY AI Synthetic Data SDK in GCP (Vertex AI)

In this video, we demonstrate how to create privacy-preserving synthetic data using the MOSTLY AI Synthetic Data SDK within the Google Cloud Platform (GCP) suite, specifically through Vertex AI. We walk you through the simple steps of installing and importing the SDK, setting up the app in local mode, and using public data (or your […]

February 6, 2025

MOSTLY AI Synthetic Data SDK on Windows

In this tutorial, we demonstrate how to use the MOSTLY AI Synthetic Data SDK in client mode on a Windows machine within a Jupyter Notebook. We cover the setup process, importing the necessary libraries, and setting your API key to connect to your MOSTLY AI deployment. You’ll learn how to run a quick job, create […]

January 29, 2025

MOSTLY AI SDK on AWS SageMaker Unified Studio

In this video, learn how to create privacy-preserving synthetic data using SageMaker Unified Studio and MOSTLY AI's Synthetic Data SDK. Watch as we walk through the process of installing the necessary libraries, loading data, training a generator model, and generating synthetic data—all while ensuring privacy. This easy-to-follow tutorial shows how to generate and share synthetic […]

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