Monitoring Model Inference With Amazon SageMaker
In this lesson, you will explore how to effectively track and maintain the performance of your deployed machine learning models. You will learn about tools and techniques to ensure your models cont...
Deniz Yilmaz
Optimize Machine Learning Models for Inference With SageMaker Neo
Welcome to this lesson on Amazon SageMaker Neo, a capability that optimizes machine learning models for inference on cloud and edge devices. Learning Objectives Explain key challenges in machin...
Extracting Text, Handwriting, and Layout Elements Using Amazon Textract
Welcome to this lesson on using Amazon Textract, a cloud-based service that automates text and data extraction from printed text, handwriting, layout elements and data from any document. Learning ...
Monitoring and Analyzing Data Quality for XGBoost Churn Models With Amazon SageMaker Model Monitor
In this lesson, you will learn how to use Amazon SageMaker Model Monitor to track and analyze the performance of a deployed machine learning model in real-time. Learning Objectives Set up a Sag...
Using Amazon Lex to Create Conversational AI Interfaces
Welcome to Using Amazon Lex to Create Conversational AI Interfaces. Learning Objectives By the end of this lesson, you will have an understanding of Amazon Lex, including: Amazon Lex’s definiti...
Getting Started With Amazon Bedrock
In this lesson, you will explore Amazon Bedrock, a fully managed service in AWS’s generative AI layer. You will learn about its core concepts, capabilities, and how to interact with it using the Be...
Detecting Abnormal Operating Patterns Using Amazon DevOps Guru
Welcome to this lesson on detecting abnormal operating patterns using Amazon DevOps Guru. Learning Objectives By the end of this lesson, you will have an understanding of Amazon DevOps Guru includ...
Build GenAI-Integrated Serverless Contact Forms for Static Websites With AWS Lambda, API Gateway, Bedrock, and SES
Build a serverless backend with generative AI capabilities for handling contact forms on static websites. This documentation covers the complete end-to-end solution, covering backend development wi...
Working With Amazon Rekognition for Video and Image Analysis
This lesson looks at Amazon Rekognition, a service that uses generative AI to analyze images and videos enabling developers to add advanced visual analysis capabilities to their applications. Lear...
Implementing Text-to-Speech with Amazon Polly
Welcome to this lesson on leveraging Amazon Polly, a cloud-based text-to-speech service, to create more accessible, engaging, and natural-sounding speech experiences for your applications, websites...