I improved a model to save a hypothetical auto insurance company almost $200 per claim! One of the biggest mistakes that junior data scientists make is focusing too much on model performance while remaining naive about the model’s impact...
1. What is the ydata-synthetic and what does it do? ydata-synthetic is an open-source Python package developed by YData’s team that allows users to experiment with several generative models for synthetic data generation. The main goal of...
Are you a data scientist looking to connect with other like-minded individuals, learn new skills, and stay up-to-date on the latest trends and technologies in data science? If so, there are several online communities that you should...
Cover Photo by Gerard Siderius on Unsplash Generative AI products can create new content similar to what humans produce. What does it mean? It can generate text, images, videos, or even music resembling what a person might create....
Data management and analysis are critical tasks for organizations in today's digital age. With the increasing volume and complexity of information being generated every day, it is becoming more and more challenging to manage the most...
What you’ve always wanted to know about this exciting AI trend Synthetic Data has been quite a buzzword on the top of everybody’s tongue for the last few months. While its benefits seem to be tremendous for organizations, there seem to be...
ydata-synthetic v1.0 introduces a state-of-the-art generative model that generalizes for a bunch of datasets in a user-friendly interface. We are thrilled to announce that ydata-synthetic v1.0 is officially out! With an improved generative...
With the astonishing amount of data being collected and processed nowadays, privacy and security have become a significant concern for both individuals, organizations, and governments. Ensuring the privacy of sensitive and personal...
The creation of new business models and the need to find the right competitive edge is the drive for the growing adoption of AI initiatives. Digital transformation is a heavy legacy transformation and not a 6 months project, nevertheless,...
Not a month has passed since the celebration of Pandas Profiling as the top-tier open-source package for data profiling and YData’s development team is already back with astonishing fresh news. The most popular data profiling package on...
Artificial intelligence (AI) is a fast-moving field showing no signs of slowing down in 2023. As new technologies emerge daily, it is crucial to analyze and be aware of the latest trends as they will influence the tools available to most...
Advanced Data Visualisation with Pandas Profiling Visualisation is the cornerstone of EDA. When facing a new, unknown dataset, visual inspection allows us to get a feel of the available information, draw some patterns regarding the data,...
