Amazon Certification Topics

Cost optimization

5 exams

Amazon S3

4 exams

Serverless architecture

3 exams

Key Management

3 exams

Amazon Athena

3 exams

Model evaluation

3 exams

Data Transformation

3 exams

Data Ingestion

3 exams

Operational Efficiency

2 exams

AWS Lambda

2 exams

CloudFormation

2 exams

CloudWatch alarms

2 exams

SNS notifications

2 exams

CloudWatch Logs

2 exams

Infrastructure as Code

2 exams

Security Groups

2 exams

AWS KMS

2 exams

Performance Optimization

2 exams

Troubleshooting

2 exams

Data Encryption

2 exams

Computer Vision

2 exams

Real-time Inference

2 exams

Kinesis Data Firehose

2 exams

AWS Glue

2 exams

Debugging

2 exams

Amazon Bedrock

2 exams

Generative AI

2 exams

Retrieval Augmented Generation (RAG)

2 exams

QuickSight

2 exams

Disaster Recovery

1 exam

Hybrid Cloud

1 exam

VM Replication

1 exam

Cloud Benefits

1 exam

Cloud Adoption

1 exam

Operational Agility

1 exam

Infrastructure Management

1 exam

Cloud economics

1 exam

Pay-as-you-go

1 exam

Variable expense

1 exam

Amazon EFS

1 exam

Lambda deployment options

1 exam

AWS Audit Manager

1 exam

IAM Access Analyzer

1 exam

AWS Artifact

1 exam

Compliance Reporting

1 exam

Custom Resources

1 exam

S3

1 exam

Stack Deletion

1 exam

CloudFormation updates

1 exam

EC2 User Data

1 exam

cfn-init

1 exam

SSM Documents

1 exam

instance configuration

1 exam

EBS

1 exam

snapshots

1 exam

volume management

1 exam

storage sizing

1 exam

EC2 patching

1 exam

Disk space monitoring

1 exam

CloudWatch agent

1 exam

AWS Config

1 exam

AWS Organizations

1 exam

S3 Block Public Access

1 exam

security compliance

1 exam

EKS logging

1 exam

Lambda triggers

1 exam

Environment consistency

1 exam

Deployment de-risking

1 exam

AWS Organizations SCP

1 exam

IAM permissions

1 exam

Production security

1 exam

Least privilege

1 exam

Auto Scaling Group

1 exam

Warm Pool

1 exam

EC2 startup performance

1 exam

AWS OpsWorks

1 exam

Custom cookbooks

1 exam

Repository sources

1 exam

Vulnerability Management

1 exam

Amazon Inspector

1 exam

Attack Surface Reduction

1 exam

Cryptographic Erasure

1 exam

Key Lifecycle

1 exam

GuardDuty Configuration

1 exam

Trusted IP Lists

1 exam

Security Monitoring

1 exam

Finding Suppression

1 exam

EC2 Log Collection

1 exam

Kinesis Agent

1 exam

Real-time Log Streaming

1 exam

EC2 Auto Scaling

1 exam

Instance Launch Time

1 exam

Instance Types

1 exam

Scaling Policies

1 exam

Capacity Management

1 exam

Performance Scaling

1 exam

EC2 Image Builder

1 exam

IAM

1 exam

Systems Manager (SSM)

1 exam

VPC Flow Logs

1 exam

CloudWatch Contributor Insights

1 exam

Network Traffic Monitoring

1 exam

Direct Connect

1 exam

MACsec

1 exam

Network Security

1 exam

ALB access logs

1 exam

Log analysis

1 exam

AWS Transit Gateway Connect

1 exam

BGP routing

1 exam

AS_PATH prepend

1 exam

Route preference

1 exam

AWS Transit Gateway

1 exam

TGW Connect

1 exam

SD-WAN integration

1 exam

Hybrid Cloud Networking

1 exam

ALB

1 exam

Session Stickiness

1 exam

Hybrid Load Balancing

1 exam

ALB Target Groups

1 exam

CloudFront

1 exam

Lambda@Edge

1 exam

Token Validation

1 exam

Custom Authentication

1 exam

AWS Site-to-Site VPN

1 exam

VPN troubleshooting

1 exam

IPsec rekey

1 exam

Customer Gateway device

1 exam

SageMaker Security

1 exam

Object Detection

1 exam

Pose Estimation

1 exam

Model Selection

1 exam

Classification metrics

1 exam

AUC

1 exam

Model comparison

1 exam

SageMaker Endpoint Scaling

1 exam

Automatic Scaling

1 exam

Invocation Metrics

1 exam

Safety Factor

1 exam

Dataset Imbalance

1 exam

Stratified Sampling

1 exam

Model Generalization

1 exam

Data Splitting

1 exam

Overfitting

1 exam

Regularization

1 exam

Image Classification

1 exam

Skewness

1 exam

Linear Regression Preprocessing

1 exam

Statistical Distributions

1 exam

Edge ML

1 exam

AWS IoT Greengrass

1 exam

Disconnected Operations

1 exam

Text Classification

1 exam

AWS AI Services

1 exam

Low-code ML

1 exam

Data Preparation

1 exam

Performance Tuning

1 exam

RDS for SQL Server

1 exam

read replicas

1 exam

Multi-AZ

1 exam

automated backups

1 exam

CloudFormation drift detection

1 exam

Configuration management

1 exam

Repeatable deployments

1 exam

data migration

1 exam

Neptune

1 exam

on-premises

1 exam

AWS DataSync

1 exam

RDS connectivity

1 exam

Network Access Control

1 exam

deletion protection

1 exam

data loss prevention

1 exam

RDS instances

1 exam

instance lifecycle

1 exam

stopped state

1 exam

automatic restart

1 exam

RDS monitoring

1 exam

RDS event subscriptions

1 exam

RDS MySQL

1 exam

Master user

1 exam

Permissions management

1 exam

Change Set

1 exam

Stack Policy

1 exam

Resource Protection

1 exam

AWS DMS

1 exam

replication instance storage

1 exam

resource management

1 exam

Amazon EMR

1 exam

Data Lake Architecture

1 exam

S3 Event Notifications

1 exam

AWS Glue Workflows

1 exam

Event-Driven Architecture

1 exam

Data Pipeline Orchestration

1 exam

Redshift

1 exam

Sort Keys

1 exam

Query Optimization

1 exam

Table Design

1 exam

Apache Spark

1 exam

Spark UI

1 exam

Cross-account access

1 exam

KMS key policies

1 exam

S3 encryption

1 exam

QuickSight integration

1 exam

Relational databases

1 exam

Structured data

1 exam

Data types

1 exam

Database concepts

1 exam

IAM Roles

1 exam

EKS Security

1 exam

DynamoDB Access

1 exam

Credential Management

1 exam

S3 Partitioning

1 exam

Data Querying

1 exam

Amazon Redshift

1 exam

Dynamic Data Masking

1 exam

Data Security

1 exam

Amazon MWAA

1 exam

Data Orchestration

1 exam

Cloud Migration

1 exam

Apache Airflow

1 exam

Retrieval Augmented Generation

1 exam

RAG

1 exam

Natural Language Processing

1 exam

SageMaker JumpStart

1 exam

AI/ML compliance

1 exam

Data protection

1 exam

Threat detection

1 exam

AI agent

1 exam

OpenSearch integration

1 exam

AWS PrivateLink

1 exam

VPC endpoint

1 exam

private API access

1 exam

Sentiment analysis

1 exam

ML classification

1 exam

multimodal models

1 exam

LLM

1 exam

model types

1 exam

VPC

1 exam

data privacy

1 exam

Guardrails for Bedrock

1 exam

content filtering

1 exam

content moderation

1 exam

Foundation Models

1 exam

Prompt Engineering

1 exam

Clustering

1 exam

Unsupervised learning

1 exam

ML algorithm selection

1 exam

Image analysis

1 exam

Data Partitioning

1 exam

Operational Overhead

1 exam

S3 Data Lakes

1 exam

Vector Embeddings

1 exam

Deployment Strategies

1 exam

Performance Monitoring

1 exam

Business Requirements

1 exam

Spot Instances

1 exam

EC2 Pricing Models

1 exam

Machine Learning Training

1 exam

SageMaker Data Wrangler

1 exam

AWS Glue Data Catalog

1 exam

Data Freshness

1 exam

Outlier Detection

1 exam

Data Visualization

1 exam

Calculated Fields

1 exam

Categorical Data Encoding

1 exam

One-Hot Encoding

1 exam

Data Preprocessing

1 exam

Feature Engineering

1 exam

SageMaker

1 exam

AWS Savings Plans

1 exam

Data Drift Detection

1 exam

SageMaker Model Monitor

1 exam

Automated Retraining

1 exam

MLOps Automation

1 exam

SageMaker Pipelines

1 exam

ML Workflow Orchestration

1 exam

Model Governance

1 exam

DAG Visualization

1 exam

Kinesis Data Streams

1 exam

Shard Resharding

1 exam

Consumer Data Order

1 exam

Kinesis Client Library

1 exam

Kinesis Producer Library (KPL)

1 exam

Kinesis Client Library (KCL)

1 exam

At-least-once delivery

1 exam

Real-time Streaming

1 exam

Amazon MSK

1 exam

Service Limits

1 exam

DynamoDB Provisioned Capacity

1 exam

ExpiredIteratorExceptions

1 exam

AWS Lake Formation

1 exam

Data Lake Security

1 exam

Column-level access control

1 exam

PII data protection

1 exam

Amazon QuickSight

1 exam

Identity Federation

1 exam

SAML 2.0

1 exam

ETL

1 exam

Data Matching

1 exam

Entity Resolution

1 exam

Row-Level Security (RLS)

1 exam

Data Access Control

1 exam

Dashboard Security

1 exam

Athena performance

1 exam

S3 data lake optimization

1 exam

Small files problem

1 exam

Data compaction

1 exam

Streaming Data Ingestion

1 exam

Data Lake Ingestion

1 exam

VPC Peering

1 exam

AWS Networking

1 exam

Inter-VPC Communication

1 exam

SAP Migration Tools

1 exam

SUM DMO

1 exam

HANA Classical Migration

1 exam

Heterogeneous Database Migration

1 exam

EC2 instance scaling

1 exam

EBS volume modification

1 exam

SAP system downtime

1 exam

SAP HANA operations

1 exam

SAP High Availability

1 exam

Db2 HADR

1 exam

EC2 Networking

1 exam

Source/Destination Check

1 exam

SAP HANA High Availability

1 exam

SUSE HAE

1 exam

AWS IAM Policies

1 exam

AWS Launch Wizard for SAP

1 exam

SAP HANA deployment

1 exam

S3 software storage

1 exam

Operating System AMI

1 exam

SAP HANA Backup

1 exam

SAP HANA MDC

1 exam

SAP HANA Studio

1 exam

Operational Troubleshooting

1 exam

SAP on AWS support

1 exam

AWS Data Provider for SAP

1 exam

CloudWatch detailed monitoring

1 exam

AWS Support plans

1 exam

SAP System Copy

1 exam

Database Credentials

1 exam

Migration Prerequisites

1 exam

SAP on AWS

1 exam

SAP Migration

1 exam

Database Migration

1 exam

SAP SUM DMO

1 exam

Heterogeneous Database

1 exam

SageMaker Inference

1 exam

LLM Deployment

1 exam

Low Latency

1 exam

Real-time AI

1 exam

Amazon Bedrock Flows

1 exam

Generative AI workflows

1 exam

S3 integration

1 exam

LLM orchestration

1 exam

Amazon Bedrock Knowledge Bases

1 exam

Metadata Filtering

1 exam

Retrieval Optimization

1 exam

Workflow orchestration

1 exam

Parallel processing

1 exam

Conversational AI

1 exam

IAM authentication

1 exam

GenAI Application Design

1 exam

Monitoring

1 exam

Hallucination Detection

1 exam

Generative AI Operations

1 exam

API Gateway

1 exam

Model Deployment

1 exam

Amazon SageMaker

1 exam

Data Catalog

1 exam

Metadata Tagging

1 exam

Data Traceability

1 exam

Audit Logging

1 exam

Model Switching

1 exam

Application Deployment

1 exam

AWS CDK

1 exam

Amazon CloudFront

1 exam

media streaming

1 exam

latency optimization

1 exam

CDN

1 exam

certification requirements

1 exam

example phrases

1 exam

invocation name

1 exam

sample utterances

1 exam

persistent storage

1 exam

session attributes

1 exam

cross-session state

1 exam

interactive story

1 exam

S3 static hosting

1 exam

SSML

1 exam

Alexa Skills Kit

1 exam

audio streaming

1 exam

Lambda

1 exam

test events

1 exam