Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Oil companies generate massive volumes of unstructured data in daily drilling reports, well maintenance logs, and other files.

Data Scientist 52

Data Scientist Data Drift AI AI 52

Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Oil companies generate massive volumes of unstructured data in daily drilling reports, well maintenance logs, and other files.

Data Scientist 52

Data Scientist Data Drift AI AI 52

Viso.ai

DECEMBER 18, 2023

This allows for: Developing Robust and Generalizable AI Models. Training AI models on synthetic data exposes them to a wider range of variations and edge cases. Rapid AI Development. Using generative models for synthetic data can be much faster and cheaper than collecting real-world data.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

Towards AI

APRIL 2, 2024

However, the AI community has also been making a lot of progress in developing capable, smaller, and cheaper models. This can come from algorithmic improvements and more focus on pretraining data quality, such as the new open-source DBRX model from Databricks. Why should you care?

LLM 78

LLM OpenAI Explainable AI AI 78

Snorkel AI

JANUARY 31, 2023

Snorkel AI provides a data-centric AI development platform for AI teams to unlock production-grade model quality and accelerate time-to-value for their investments. Seldon is a deployment solution that helps teams serve, monitor, explain, and manage their ML models in production.

Data Drift 52

Data Drift Explainability AI AI 52

Snorkel AI

JANUARY 31, 2023

Snorkel AI provides a data-centric AI development platform for AI teams to unlock production-grade model quality and accelerate time-to-value for their investments. Seldon is a deployment solution that helps teams serve, monitor, explain, and manage their ML models in production.

Data Drift 52

Data Drift Explainability AI AI 52

O'Reilly Media

NOVEMBER 28, 2023

People with AI skills have always been hard to find and are often expensive. While experienced AI developers are starting to leave powerhouses like Google, OpenAI, Meta, and Microsoft, not enough are leaving to meet demand—and most of them will probably gravitate to startups rather than adding to the AI talent within established companies.

Generative AI 108

Generative AI AI AI Data Analysis 108

Topbots

SEPTEMBER 11, 2023

While each of them offers exciting perspectives for research, a real-life product needs to combine the data, the model, and the human-machine interaction into a coherent system. AI development is a highly collaborative enterprise. Well, in AI products, you can pause this fight and use both to your advantage.

AI 59

AI AI UX Design Automation 59

Snorkel AI

FEBRUARY 27, 2023

Alex Ratner, CEO and co-founder of Snorkel AI, presented a high-level introduction to data-centric AI at Snorkel’s Future of Data-Centric AI virtual conference in 2022. From there, the key part, of course, is iterating as quickly as possible.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Snorkel AI

FEBRUARY 27, 2023

Alex Ratner, CEO and co-founder of Snorkel AI, presented a high-level introduction to data-centric AI at Snorkel’s Future of Data-Centric AI virtual conference in 2022. From there, the key part, of course, is iterating as quickly as possible.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Unite.AI

SEPTEMBER 4, 2023

Llama 2 isn't just another statistical model trained on terabytes of data; it's an embodiment of a philosophy. One that stresses an open-source approach as the backbone of AI development, particularly in the generative AI space. Data quality and diversity are just as pivotal as volume in these scenarios.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290