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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.

Synthetic Data Generation with MOSTLY AI

November 23, 2023

Join Nick from MOSTLY AI as he guides us through an insightful demo of MOSTLY AI's synthetic data platform, showcasing the process of creating statistically representative synthetic data. This comprehensive tutorial dives into the world of synthetic data generation, and all the useful features you need for next level machine learning tasks, offering privacy-secure and […]

Quality assurance for synthetic data tutorial

November 14, 2023

Welcome to our comprehensive tutorial on mastering Quality Assurance for synthetic data. Understanding the quality of your synthetic data is a crucial for everyone working with synthetic data. In this detailed walkthrough, we'll delve deep into the key concepts behind MOSTLY AI's QA reports, focusing on both privacy and accuracy aspects of synthetic data generation. […]

Smart data imputation tutorial

November 13, 2023

Fill in missing data with realistic, representative synthetic datapoints without coding! In this comprehensive tutorial, we delve into the complexities of handling missing values in data sets using MOSTLY AI's Smart Imputation feature. Key moments: 00:00 - Introduction to Smart Imputation 00:03 - Understanding the Challenge of Missing Data 00:07 - Identifying the Significance of […]

Mastering Multi-Table Data Synthesization with MOSTLY AI: A Comprehensive Tutorial

October 30, 2023

Generating synthetic data with multi-tables should not be a daunting task. Using this comprehensive tutorial and MOSTLY A's free synthetic data platform, anyone can master multi-table synthetic data generation. We will guide you through each step, ensuring you have a clear understanding of how to handle and synthesize relational data structures effectively. Dive deep into […]

Democratize your data with MOSTLY AI

October 23, 2023

🔒 What if we lived in a society where everyone could harness the power of data without compromising privacy? 📊 Imagine a world where data-driven decisions were accessible to all, regardless of their technical background. In this thought-provoking video, Tobias Hann, CEO of MOSTLY AI, the pioneering synthetic data company, explore the potential of synthetic […]

Data visualization on MOSTLY AI's synthetic data generation platform

October 18, 2023

MOSTLY AI's synthetic data platform now offers an incredible schema visualization feature for multi-tables. The Relationship Diagram allows users to effortlessly verify the relationship configurations and to synthesize data with referential integrity. Check out the video to see the Relationship Diagram in action! Better yet, try it yourself for free on the world's most accurate […]

AI-generated Synthetic Data vs. Mock Data

October 17, 2023

Have you ever wondered what the difference is between synthetic data and mock data? In this video, we'll provide you with an objective analysis of the quantitative differences between these two data generation methods. This knowledge can empower you to make informed decisions when working with diverse data types in your data science and analytics […]

Synthetic Text Generation Tutorial

October 16, 2023

Welcome to this comprehensive tutorial on synthetic text generation using MOSTLY AI's synthetic data generation platform. In this tutorial, we'll guide you through the process of creating high-quality synthetic text data and ensuring its statistical representativeness. Here is what we cover: 1. Introduction to Synthetic Text Generation (0:00) 2. The Power of Synthetic Text Data […]

Synthetic Data Quality Evaluation Tutorial: Train-Synthetic-Test-Real Using AutoML on Databricks

October 12, 2023

This tutorial demonstrates the Train-Synthetic-Test-Real (TSTR) evaluation method to assess the quality of synthetic data. This approach ensures that Machine Learning models trained on synthetic data perform effectively, providing a reliable measure of the data’s utility for downstream ML tasks. Here is what you'll learn: [00:00 – 00:06] What is the TSTR Evaluation Method [00:06 […]

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