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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 Tutorial - Synthetic Rebalancing vs. SMOTE vs. Naive Upsampling

September 14, 2023

Welcome to our comprehensive tutorial on synthetic rebalancing! Imbalanced datasets can be a major hurdle in machine learning, but fear not, because we're here to guide you through the process of tackling them effectively. In this video, we explore three rebalancing methods, naive upsampling, SMOTE, and synthetic data generation, to demonstrate their impact on model […]

Synthetic Data Tutorial - Sample Size vs. Synthetic Data Accuracy

September 14, 2023

In this tutorial we delve into the connection between the size of your training samples and the accuracy of the resulting synthetic dataset. Understanding this concept can be a game-changer, helping you cut down on computational costs and generation time, while maintaining data precision. Join us as we explore this fascinating topic step by step. […]

Synthetic Data Tutorial - Test Synthetic Data Using Train-Synthetic-Test-Real

September 14, 2023

Welcome to this comprehensive tutorial on testing synthetic data using the Train-Synthetic-Test-Real method, where you'll gain valuable insights into evaluating synthetic data quality for your downstream machine-learning models. Access our state-of-the-art synthetic data generator for free here: ➡️ https://bit.ly/44jGBPr Here is the publicly available notebook, so you can follow along and experiment with different datasets, […]

Data literacy and AI for all - Data Democratization Podcast S1E44

September 11, 2023

Alexandra Ebert, MOSTLY AI's Chief Trust Officer and DataCamp's CEO, Joe Cornelissen, and VP of Curriculum, Maggie Remynse discuss the importance of data literacy and how data not just for data scientists but for everyone. Tune in to learn more about: Everyday Interactions with data Governments and data regulations Self-Education: DataCamp for improving data literacy. […]

Tips and Tricks - Turbo Training Setting for Fast Synthetic Data Generation

August 29, 2023

🚀 Turbo Setting for Fast Synthetic Data Generation | Tips and Tricks 📺 Welcome to another insightful Tips and Tricks video! We will dive into the Turbo training setting on MOSTLY AI's synthetic data platform, a powerful tool for quickly generating realistic looking synthetic data. ⚡ Fast Track Your Data Generation The Turbo setting is […]

AI Act: A Deep Dive into the Future of AI regulation - General Purpose AI

August 22, 2023

📺 Welcome to our video series on the Draft EU AI Act! In this episode, we delve deeper into the world of AI definitions, focusing on the intriguing concept of "General Purpose AI Systems." If you've been following along, you already know that we've covered the broad legal definition of AI systems and even explored […]

Tips and Tricks For Fast Synthetic Data Generation

August 16, 2023

MOSTLY AI's synthetic data generator comes with a turbo engine. If you want to generate synthetic data really fast, for example, to check structure or to generate data for testing, and you don't care about the accuracy of your synthetic data, the turbo setting is your best friend. Check out this Tips and Trick Tutorial […]

AI Act: A Deep Dive into the Future of AI regulation - Part 3: Foundation Models

The EU recently introduced the new concept of foundation models into the draft of the upcoming AI Act. Find out what this means and what are the expectations of lawmakers when it comes to foundational model development.

Augmenting synthetic banking data with the help of ChatGPT - Part 2

In this video, we'll be continuing our discussion of how to generate and use synthetic data. We will supercharge our synthetic banking data by augmenting it with the help of ChatGPT. In the first video, we introduced you to synthetic data generation and showed you how to explore your resulting synthetic data in Tableau. Tune […]

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