Mastering Time Series Cross-Validation: Techniques and Implementation
What is Cross Validation?
Understanding Time Series Cross-Validation
Model Building and Evaluation
Importance in Forecasting & Machine Learning
Challenges With Cross-Validation in...
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...
Deploying Small Language Models on Amazon SageMaker AI with Graviton Processors
Introduction to AI and Language Models
Solution Overview
Prerequisites
Creating a Docker Container for ARM64
Running Your Container...
Optimizing GPU Resource Management Across Multiple AWS Accounts with SageMaker HyperPod Task Governance
Introduction to the Importance of GPUs in Generative AI Workloads
The Need for...
Streamlining Audio Transcription and Summarization with AWS and OpenAI Whisper: An Efficient, Secure Approach to Data Processing
Introduction
Explore the transformative power of generative AI and...
Enhancing AI Performance with Contextual Retrieval: Implementing Advanced RAG Techniques
Overview of Retrieval Augmented Generation (RAG)
Challenges in Traditional RAG Approaches
Contextual Retrieval: A Solution to RAG...
A Comprehensive Guide to Deploying Machine Learning Models: Top Free Platforms for Seamless Hosting
Deploying Machine Learning Models: The Best Free Platforms
Deploying a machine learning...
Leveraging AI for Social Impact: Building the Victor Assistant for Ukrainian Refugees
Introduction
This post is co-written with Taras Tsarenko, Vitalii Bozadzhy, and Vladyslav Horbatenko. As...
Accelerate Your Machine Learning Projects with AWS: Top 7 Services for Success
Accelerate Your Machine Learning Projects with AWS
Are you looking to build scalable and...
Streamlining AI Development with Amazon Bedrock: A Deep Dive into Model Share and Model Copy Features
Introduction to Generative AI in Organizations
Prerequisites for Model Copy...