Transforming Home Loan Management with AI: Lendi Group's Innovative Journey
Co-Authored by Davesh Maheshwari and Samuel Casey
In this post, we explore how Lendi Group, in...
Enhancing Large Language Models: Addressing Specialized Task Limitations with Supervised Fine-Tuning and Nova Forge
The Challenge of Customer Feedback Classification
Evaluation Methodology
Test Overview
In-Domain Task Evaluation: Voice...
Understanding Deterministic and Stochastic Models: Foundations and Applications in Machine Learning and Risk Assessment
Learning Objectives
Fundamental Differences: Grasp the core distinctions between deterministic and stochastic...
Transforming Healthcare Insights: Leveraging AI and AWS Solutions in Life Sciences
Co-Authors: Rudra Kannemadugu and Shravan K S, Indegene Limited
In an era where healthcare conversations...
Unleashing Advanced AI Capabilities: Fine-Tuning OpenAI’s GPT-OSS Models on AWS SageMaker
Introduction to OpenAI’s GPT-OSS Models
Explore the groundbreaking release of OpenAI’s GPT-OSS models—gpt-oss-20b and gpt-oss-120b—now...
Optimizing Multi-Tenant AI Applications with Amazon Bedrock's Converse API
Effective Tracking and Cost Management for AI Inference
Leveraging Request Metadata for Enhanced Analytics
Building a Scalable Data...
Enhancing Document Processing with Amazon Bedrock Data Automation and SageMaker AI
Streamlining Workflow Efficiency and Accuracy through Intelligent Automation
Understanding Confidence Scores
Solution Overview
Prerequisites
Deploy the Solution
Adding a...
Streamlining AWS Account Planning with Generative AI: The Launch of Account Plan Pulse
Enhancing Customer Collaboration and Efficiency
Confronting Challenges in Scaling Account Planning Processes
Introducing Account...
A Comprehensive Glossary of Machine Learning Terminology: Your Essential Guide to Key Concepts in ML
Explore over 50 important machine learning terms, from fundamental concepts...
The Transformative Role of Responsible AI in the Payments Industry
Exploring Challenges, Principles, and Implementation Strategies
Key Challenges in the Payments Industry's AI Adoption
Core Principles of...
Announcing the Launch of OpenAI’s GPT OSS Models on Amazon SageMaker JumpStart
Get Started with Cutting-Edge Generative AI on AWS
Solution Overview
Prerequisites
Deploy gpt-oss-120b through the SageMaker...