Synthetic Data with David Berenstein and Ben Burtenshaw

https://is1-ssl.mzstatic.com/image/thumb/Podcasts126/v4/ca/ae/47/caae47e5-6b4f-4ccc-085a-6104dab5331e/mza_16644954937649900406.jpg/600x600bb.jpg

Weaviate Podcast

Weaviate

131 episodes

5 days ago

Join Connor Shorten as he interviews machine learning experts and explores Weaviate use cases from users and customers.

Technology

RSS

All content for Weaviate Podcast is the property of Weaviate and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.

Join Connor Shorten as he interviews machine learning experts and explores Weaviate use cases from users and customers.

Technology

https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/34794122/34794122-1704376570442-9264e631e6abf.jpg

Synthetic Data with David Berenstein and Ben Burtenshaw - Weaviate Podcast #118!

Weaviate Podcast

1 hour 2 minutes 1 second

7 months ago

Synthetic Data with David Berenstein and Ben Burtenshaw - Weaviate Podcast #118!

Synthetic Data: The Building Bocks of AI's Future! Hey everyone! I am SUPER EXCITED to publish the 118th episode of the Weaviate Podcast featuring David Berenstein and Ben Burtenshaw from HuggingFace! This podcast explores the intricacies of synthetic data generation, detailing methodologies such as data augmentation, distillation, and instruction refinement. The conversation delves into persona-driven synthetic data, highlighting applications like Persona Hub, and discusses algorithms to enhance diversity, complexity, and quality of generated data. Additionally, they cover integration with Hugging Face’s ecosystem, including Argilla for annotation, AutoTrain for fine-tuning, and advanced data exploration tools like the Data Studio and SQL console. The podcast also touches upon the potential for synthetic image data generation and the exciting future of AI education and accessibility.