ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. Auto Eval Common Metric Eval Human Eval Custom Model Eval 3. are harnessed to channel LLMs output.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Responsible AI 52

AWS Machine Learning Blog

APRIL 17, 2024

For instance, this solution can highlight that delays at a parts supplier may disrupt production for downstream auto manufacturers in a portfolio though none are directly referenced. Overall, this prototype demonstrates the art of possible with knowledge graphs and generative AI—deriving signals by connecting disparate dots.

Auto-complete 128

Auto-complete Generative AI Automation Natural Language Processing 128

AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. jpg and the complete metadata from styles/38642.json. From here, we can fetch the image for this product from images/38642.jpg

Machine Learning 128

Machine Learning Generative AI Natural Language Processing Large Language Models 128

AWS Machine Learning Blog

FEBRUARY 8, 2023

SageMaker supports automatic scaling (auto scaling) for your hosted models. Auto scaling dynamically adjusts the number of instances provisioned for a model in response to changes in your inference workload. When the workload increases, auto scaling brings more instances online.

Machine Learning 90

Machine Learning Auto-complete ML Natural Language Processing 90

The MLOps Blog

JUNE 27, 2023

For example, if your team works on recommender systems or natural language processing applications, you may want an MLOps tool that has built-in algorithms or templates for these use cases. Is it accessible from your language/framework/infrastructure, framework, or infrastructure? Can you render audio/video?

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Google Research AI blog

FEBRUARY 28, 2023

We also support Responsible AI projects directly for other organizations — including our commitment of $3M to fund the new INSAIT research center based in Bulgaria. Dataset Description Auto-Arborist A multiview urban tree classification dataset that consists of ~2.6M

Robotics 72

Robotics Deep Learning Auto-classification ML 72

Viso.ai

DECEMBER 18, 2023

1: Variational Auto-Encoder. A Variational Auto-Encoder (VAE) generates synthetic data via double transformation, known as an encoded-decoded architecture. Block diagram of Variational Auto-Encoder (VAE) for generating synthetic images and data – source. Technique No.1: Then, it decodes this data back into simulated data.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52