AI & Machine Learning Projects Hub: LLM Deployment & GenAI
Comprehensive collection of AI and machine learning project guides covering LLM deployment, AWS AI services, private AI setups, and generative AI implementations.
14 docs tagged with "aws"
View all tagsAmazon Bedrock and LangChain Workshop - Enterprise AI Application Development
Complete workshop guide for building enterprise AI applications using Amazon Bedrock and LangChain. Learn serverless AI deployment and advanced LLM integration patterns.
AWS Certified Solutions Architect Associate (SAA-C03) - Complete Study Guide
Comprehensive AWS SAA-C03 certification study guide with exam tips, resources, and hands-on experience. Learn cloud architecture design patterns and AWS services for the associate exam.
AWS ECS Microservices Workshop - Container Orchestration and Service Architecture
Complete AWS ECS microservices workshop covering container deployment, service mesh architecture, load balancing, and scalable microservice patterns on Amazon ECS.
AWS EKS Cluster Creation - Complete Guide to Kubernetes Cluster Setup
Step-by-step guide to creating AWS EKS clusters including IAM permissions, VPC configuration, and cluster management. Learn EKS cluster deployment best practices.
AWS EKS Networking Best Practices - VPC CNI and Container Networking
Complete guide to AWS EKS networking best practices including VPC CNI configuration, pod networking, security groups, and network policies for Kubernetes clusters.
AWS EKS Workshop - Complete Kubernetes Container Orchestration Guide
Comprehensive walkthrough of the AWS EKS Workshop covering Kubernetes networking, VPC CNI, network policies, and cluster management on Amazon EKS.
AWS GenAI Ambassador Program - AI Leadership and Community Building Notes
Notes and insights from the AWS GenAI Ambassador program covering AI leadership, community building, and generative AI best practices for enterprise adoption.
AWS GPT Documentation Assistant - AI-Powered AWS Learning Tool
Custom GPT model trained on AWS documentation to accelerate learning and provide instant answers to AWS service questions. Based on Alex Simas' awsdocsgpt project.
AWS Security Incident Response Guide - Cloud Security and Forensics
Comprehensive AWS security incident response guide covering cloud forensics, security monitoring, incident playbooks, and threat response in AWS environments.
Deploy Large Language Models to AWS SageMaker - Complete Manual Guide
Step-by-step tutorial for manually deploying LLMs to AWS SageMaker endpoints. Learn model preparation, inference code setup, and endpoint deployment for production AI.
Deploy Mistral-7B LLM with Ollama on AWS SageMaker
Complete tutorial for deploying and running Mistral-7B large language model using Ollama on AWS SageMaker. Includes setup, configuration, and usage examples.
Fixing SERVFAIL DNS Resolution for AWS Console with Pi-hole + Unbound
Diagnosing and fixing SERVFAIL errors when resolving AWS console domains via Pi-hole + Unbound in a Docker setup.
PrivateGPT on AWS EC2 - Secure Cloud-Based Document Chat with LLMs
Deploy PrivateGPT on AWS EC2 for secure, scalable document chat in the cloud. Complete setup guide for private LLM deployment with document processing capabilities.