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Resources

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Videos

Videos

Discover how MOSTLY AI is reimagining the way businesses work with data through cutting-edge technology and responsible innovation.

Synthetic Data SDK in BigQuery

February 17, 2025

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 […]

Synthetic Data SDK on Snowflake

February 13, 2025

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 […]

Context Aware Synthetic Data Generation in AWS SageMaker

February 11, 2025

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 […]

Using the MOSTLY AI Synthetic Data SDK with IBM watsonx

February 10, 2025

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 […]

Using the MOSTLY AI Synthetic Data SDK with IBM watsonx

February 10, 2025

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 […]

MOSTLY AI Synthetic Data SDK in GCP (Vertex AI)

February 6, 2025

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 […]

MOSTLY AI Synthetic Data SDK on Windows

February 6, 2025

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 […]

MOSTLY AI SDK on AWS SageMaker Unified Studio

January 29, 2025

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 […]

Data & AI for Everyone - Databricks & Erste Digital & MOSTLY AI - Full Webinar Recording

January 15, 2025

Learn about how Databricks and MOSTLY AI are being used at Erste Digital to drive data democratization! This is the full recording from the Webinar in July 2024.

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