Amazon Certification Topics

Amazon S3

4 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

Serverless architecture

2 exams

CloudFormation

2 exams

CloudWatch alarms

2 exams

AWS Organizations

2 exams

SNS notifications

2 exams

CloudWatch Logs

2 exams

Infrastructure as Code

2 exams

Data visualization

2 exams

Security Groups

2 exams

AWS KMS

2 exams

Network Access Control

2 exams

Data Encryption

2 exams

AWS Glue

2 exams

Cost Optimization

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

AWS Lambda

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

CI/CD pipeline

1 exam

AWS CodePipeline

1 exam

AWS CodeBuild

1 exam

Vulnerability scanning

1 exam

Security gates

1 exam

SDLC security

1 exam

CloudFormation updates

1 exam

EC2 User Data

1 exam

cfn-init

1 exam

SSM Documents

1 exam

instance configuration

1 exam

Custom Resources

1 exam

S3

1 exam

Stack Deletion

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

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

Lambda canary deployments

1 exam

automated rollback

1 exam

AWS SAM

1 exam

Metrics ingestion

1 exam

Data cataloging

1 exam

Serverless ETL

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

Performance Optimization

1 exam

Instance Types

1 exam

Scaling Policies

1 exam

Capacity Management

1 exam

Performance Scaling

1 exam

Reserved Instances (RIs)

1 exam

Consolidated Billing

1 exam

Cost Management

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

AWS Prefix Lists

1 exam

Hybrid Networking

1 exam

Cross-account sharing

1 exam

ALB

1 exam

Session Stickiness

1 exam

Hybrid Load Balancing

1 exam

ALB Target Groups

1 exam

SageMaker Security

1 exam

Computer Vision

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

Real-time Inference

1 exam

Disconnected Operations

1 exam

Text Classification

1 exam

AWS AI Services

1 exam

Low-code ML

1 exam

Data Preparation

1 exam

Kinesis Data Firehose

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

Troubleshooting

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

Debugging

1 exam

Spark UI

1 exam

Cross-account access

1 exam

KMS key policies

1 exam

S3 encryption

1 exam

QuickSight integration

1 exam

S3 Lifecycle Policies

1 exam

S3 Storage Classes

1 exam

Data Availability

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

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

Private API access

1 exam

VPC connectivity

1 exam

Sentiment analysis

1 exam

ML classification

1 exam

Multi-modal AI

1 exam

Generative AI models

1 exam

AI model capabilities

1 exam

Foundation Models

1 exam

Continuous Pre-training

1 exam

Model Training Strategy

1 exam

Model Relevance

1 exam

Amazon Bedrock

1 exam

VPC private endpoint

1 exam

Network isolation

1 exam

Guardrails for Amazon Bedrock

1 exam

AI Content Safety

1 exam

Generative AI Moderation

1 exam

Prompt Engineering

1 exam

Data Partitioning

1 exam

Operational Overhead

1 exam

S3 Data Lakes

1 exam

Generative AI

1 exam

Retrieval Augmented Generation (RAG)

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

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

Centralized Logging

1 exam

Real-time Search

1 exam

Managed Services

1 exam

Log Ingestion

1 exam

Kinesis Data Streams

1 exam

Kinesis Producer Library (KPL)

1 exam

Kinesis Client Library (KCL)

1 exam

At-least-once delivery

1 exam

Shard Resharding

1 exam

Consumer Data Order

1 exam

Kinesis Client Library

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