AWS Services (MLA-C01)

Amazon Athena

Serverless interactive SQL query service for data directly in S3; no infrastructure to manage

Amazon Data Firehose

Fully managed service to load streaming data into S3, Redshift, or OpenSearch with optional lightweight transformation

Amazon EMR

Managed cluster platform for running distributed big data frameworks like Apache Spark, Hadoop, Hive, and Presto

AWS Glue

Serverless ETL service with crawlers for automatic schema discovery and a Data Catalog for metadata

AWS Glue DataBrew

No-code visual data preparation tool for cleaning and normalizing data without writing code

AWS Glue Data Quality

Automated rule-based validation of data quality within Glue ETL jobs

Amazon Kinesis

Family of services for real-time ingestion and processing of streaming data

AWS Lake Formation

Service to build, secure, and manage a centralized data lake on S3

Amazon Managed Service for Apache Flink

Fully managed service for real-time stream processing using Apache Flink

Amazon OpenSearch Service

Managed service for search and log analytics, built on OpenSearch/Elasticsearch

Amazon QuickSight

Serverless business intelligence service for building dashboards and visualizations

Amazon Redshift

Fully managed cloud data warehouse for large-scale structured analytics

Amazon EventBridge

Serverless event bus for routing events between AWS services and triggering workflows

Amazon MWAA

Managed Apache Airflow service for orchestrating workflows as DAGs

Amazon SNS

Fully managed pub/sub messaging service for sending notifications to multiple subscribers

Amazon SQS

Fully managed message queuing service for decoupling and scaling distributed systems

AWS Step Functions

Serverless orchestrator for chaining AWS services into workflows with branching, retries, and state management

AWS Billing and Cost Management

Console and tools for viewing and managing AWS billing details

AWS Budgets

Service to set custom cost and usage budgets with alerts

AWS Cost Explorer

Tool to visualize, understand, and forecast AWS spending patterns

AWS Batch

Fully managed service to run batch computing jobs at scale without managing infrastructure

Amazon EC2

Resizable virtual server instances in the cloud, with various instance families (CPU/GPU/memory optimized)

AWS Lambda

Serverless compute service that runs code in response to events without provisioning servers

AWS Serverless Application Repository

Managed repository for discovering and deploying serverless applications

Amazon ECR

Fully managed Docker container image registry

Amazon ECS

Fully managed container orchestration service for Docker containers

Amazon EKS

Fully managed Kubernetes service for running containerized applications

Amazon DocumentDB

Managed document database service compatible with MongoDB

Amazon DynamoDB

Fully managed serverless NoSQL key-value database with single-digit millisecond latency

Amazon ElastiCache

Managed in-memory caching service supporting Redis and Memcached

Amazon Neptune

Fully managed graph database service for highly connected data

Amazon RDS

Managed relational database service supporting engines like MySQL, PostgreSQL, and Aurora

AWS CDK

Framework for defining cloud infrastructure as code using familiar programming languages

AWS CodeArtifact

Fully managed artifact repository for software packages and dependencies

AWS CodeBuild

Fully managed build service that compiles code, runs tests, and produces deployable packages

AWS CodeDeploy

Automates code deployments to EC2, Lambda, ECS, or on-premises servers

AWS CodePipeline

Fully managed CI/CD orchestration service for automating release pipelines

AWS X-Ray

Distributed tracing service for analyzing and debugging application performance

Amazon A2I

Service to add human review workflows to ML predictions with low confidence

Amazon Bedrock

Fully managed service providing access to foundation models from multiple providers via API

Amazon CodeGuru

ML-powered service for automated code reviews and application performance recommendations

Amazon Comprehend

NLP service for extracting insights and relationships from text

Amazon Comprehend Medical

NLP service specialized in extracting information from unstructured medical text

Amazon DevOps Guru

ML-powered service that detects operational anomalies in applications

Amazon Fraud Detector

Managed service for building fraud detection models using historical fraud data

AWS HealthLake

HIPAA-eligible service for storing, transforming, and analyzing health data at scale

Amazon Kendra

Intelligent enterprise search service powered by ML

Amazon Lex

Service for building conversational chatbots using voice and text

Amazon Lookout for Equipment

ML service that detects abnormal equipment behavior from sensor data

Amazon Lookout for Metrics

ML service that detects anomalies in business and operational metrics

Amazon Lookout for Vision

ML service that detects defects in images for quality inspection

Amazon Mechanical Turk

Crowdsourcing marketplace for human labeling and data annotation tasks

Amazon Personalize

Managed service for building real-time personalized recommendation systems

Amazon Polly

Text-to-speech service that converts text into lifelike audio

Amazon Q

Generative AI-powered assistant integrated across AWS services

Amazon Rekognition

Computer vision service for image and video analysis, object/face detection

Amazon SageMaker

Fully managed platform for building, training, tuning, deploying, and monitoring ML models

Amazon Textract

Service that extracts text, forms, and tables from scanned documents

Amazon Transcribe

Automatic speech-to-text transcription service

Amazon Translate

Neural machine translation service between languages

AWS Auto Scaling

Service that automatically adjusts compute capacity based on demand

AWS Chatbot

Service that delivers AWS alerts and notifications to Slack/Chime channels

AWS CloudFormation

Infrastructure as code service to provision AWS resources using templates

AWS CloudTrail

Service that logs and records account activity and API calls for auditing

Amazon CloudWatch

Monitoring service for metrics, dashboards, and alarms across AWS resources

Amazon CloudWatch Logs

Centralized log collection, storage, and analysis service

AWS Compute Optimizer

Service that recommends optimal compute resource configurations based on usage

AWS Config

Service that tracks resource configurations and compliance over time

AWS Organizations

Service for centrally managing and governing multiple AWS accounts

AWS Service Catalog

Service for creating and managing approved catalogs of IT services

AWS Systems Manager

Unified interface for operational management of AWS resources

AWS Trusted Advisor

Service that provides recommendations for cost optimization, security, and performance

Amazon Kinesis Video Streams

Service for streaming video from connected devices for analytics and ML

AWS DataSync

Service that automates and accelerates moving data between on-premises and AWS storage

Amazon API Gateway

Fully managed service for creating, publishing, and securing APIs

Amazon CloudFront

Content delivery network (CDN) for low-latency distribution of content globally

AWS Direct Connect

Dedicated private network connection between on-premises and AWS

Amazon VPC

Isolated virtual network within AWS for provisioning private cloud resources

AWS IAM

Service for managing users, roles, and permissions to control access to AWS resources

AWS KMS

Managed service for creating and controlling encryption keys

Amazon Macie

ML-powered service that discovers and protects sensitive data like PII in S3

AWS Secrets Manager

Service for securely storing, rotating, and retrieving credentials and secrets

Amazon EBS

Block-level storage volumes for use with EC2 instances

Amazon EFS

Fully managed elastic file storage system for use with AWS compute services

Amazon FSx

Managed file storage service supporting Windows, Lustre, NetApp ONTAP, and OpenZFS

Amazon S3

Object storage service offering scalability, durability, and multiple storage tiers

Amazon S3 Glacier

Low-cost archival storage classes for infrequently accessed data

AWS Storage Gateway

Hybrid cloud storage service connecting on-premises environments to AWS storage