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How to Estimate Depth from a Single Image

Run and evaluate monocular depth estimation models with Hugging Face and FiftyOne Monocular Depth heat maps generated with Marigold on NYU depth v2 images. Image courtesy of the author. Humans view the world through two eyes. One of the primary benefits of

Demystifying Social Media for Data Scientists

A data scientist’s guide to AI-powered content creation Continue reading on Towards Data Science »

The New Frontiers of LLMs: Challenges, Solutions, and Tools

Large language models have been around for several years, but it wasn’t until 2023 that their presence became truly ubiquitous both within and outside machine learning communities. Previously opaque concepts like fine-tuning and RAG have gone mainstream, and companies big

Level Up Your Pandas Game with These 15 Hidden Gems

Another opportunity to explore even more useful functionalities of pandas Continue reading on Towards Data Science »

The Future is Neuro-Symbolic: How AI Reasoning is Evolving

A remarkable new AI system called AlphaGeometry recently solved difficult high school-level math problems that stump most humans. By… Continue reading on Towards Data Science »

Performant IPv4 Range Spark Joins

A Practical guide to optimizing non-equi joins in Spark Photo by John Lee on Unsplash Enriching network events with IP geolocation information is a crucial task, especially for organizations like the Canadian Centre for Cyber Security, the national CSIRT of Canada. In