Data

The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data

What's synthetic data? Data created by a pc intended to duplicate or augment existing data. Why is it useful? We've all experienced the success of ChatGPT, Llama, and more recently, DeepSeek. These language models are getting used...

A Forensic Data Method for a Recent Generation of Deepfakes

Although the deepfaking of personal individuals has turn out to be a growing public concern and is increasingly being outlawed in various regions, actually proving that a user-created model – comparable to one enabling...

Why Data Scientists Should Care about Containers — and Stand Out with This Knowledge

“I train models, analyze data and create dashboards — why should I care about Containers?” Many people who find themselves latest to the world of knowledge science ask themselves this query. But imagine you will...

Like human brains, large language models reason about diverse data in a general way

While early language models could only process text, contemporary large language models now...

Data Scientist: From School to Work, Part I

Nowadays, data science projects don't end with the proof of concept; every project has the goal of getting used in production. It will be important, subsequently, to deliver high-quality code. I even have been...

Beyond Manual Labeling: How ProVision Enhances Multimodal AI with Automated Data Synthesis

Artificial Intelligence (AI) has transformed industries, making processes more intelligent, faster, and efficient. The info quality used to coach AI is critical to its success. For this data to be useful, it should be...

Publish Interactive Data Visualizations for Free with Python and Marimo

Working in Data Science, it will probably be hard to share insights from complex datasets using only static figures. All of the facets that describe the form and meaning of interesting data should not...

Secure AI Training Data

Artificial intelligence (AI) needs data and a whole lot of it. Gathering the mandatory information will not be all the time a challenge in today’s environment, with many public datasets available and a lot...

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