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Machine Learning Engineer
Day 1
Module 1: Security on AWS
- Security in the AWS cloud
- AWS Shared Responsibility Model
- Incident response overview
- DevOps with Security Engineering
Module 2: Identifying Entry Points on AWS
- Identify the different ways to access the AWS platform
- Understanding IAM policies
- IAM Permissions Boundary
- IAM Access Analyzer
- Multi-factor authentication
- AWS CloudTrail
- Lab 01: Cross-account access
Module 3: Security Considerations: Web Application Environments
- Threats in a three-tier architecture
- Common threats: user access
- Common threats: data access
- AWS Trusted Advisor
Module 4: Application Security
- Amazon Machine Images
- Amazon Inspector
- AWS Systems Manager
- Lab 02: Using AWS Systems Manager and Amazon Inspector
Module 5: Data Security
- Data protection strategies
- Encryption on AWS
- Protecting data at rest with Amazon S3, Amazon RDS, Amazon DynamoDB
- Protecting archived data with Amazon S3 Glacier
- Amazon S3 Access Analyzer
- Amazon S3 Access Points
Day 2
Module 6: Securing Network Communications
- Amazon VPC security considerations
- Amazon VPC Traffic Mirroring
- Responding to compromised instances
- Elastic Load Balancing
- AWS Certificate Manager
Module 7: Monitoring and Collecting Logs on AWS
- Amazon CloudWatch and CloudWatch Logs
- AWS Config
- Amazon Macie
- Amazon VPC Flow Logs
- Amazon S3 Server Access Logs
- ELB Access Logs
- Lab 03: Monitor and Respond with AWS Config
Module 8: Processing Logs on AWS
- Amazon Kinesis
- Amazon Athena
- Lab 04: Web Server Log Analysis
Module 9: Security Considerations: Hybrid Environments
- AWS Site-to-Site and Client VPN connections
- AWS Direct Connect
- AWS Transit Gateway
Module 10: Out-Of-Region Protection
- Amazon Route 53
- AWS WAF
- Amazon CloudFront
- AWS Shield
- AWS Firewall Manager
- DDoS mitigation on AWS
Day 3
Module 11: Security Considerations: Serverless Environments
- Amazon Cognito
- Amazon API Gateway
- AWS Lambda
Module 12: Threat Detection and Investigation
- Amazon GuardDuty
- AWS Security Hub
- Amazon Detective
Module 13: Secrets Management on AWS
- AWS KMS
- AWS CloudHSM
- AWS Secrets Manager
- Lab 05: Using AWS KMS
Module 14: Automation and Security by Design
- AWS CloudFormation
- AWS Service Catalog
- Lab 06: Security automation on AWS with AWS Service Catalog
Module 15: Account Management and Provisioning on AWS
- AWS Organizations
- AWS Control Tower
- AWS SSO
- AWS Directory Service
- Lab 07: Federated Access with ADFS
- Identifying security benefits and responsibilities of using the AWS Cloud
- Building secure application infrastructures
- Protecting applications and data from common security threats
- Performing and automating security checks
- Configuring authentication and permissions for applications and resources
- Monitoring AWS resources and responding to incidents
- Capturing and processing logs
- Creating and configuring automated and repeatable deployments with tools such as AMIs and AWS CloudFormation
This course prepares you to achieve the following official AWS Certification:
AWS Certified Security - Specialty.
These courses come in 3 instructor-led full day sessions with the instructor supervising the participants live. Each course consits of theory parts with live demos and practical lab exercises. The courses can be attended virtually via Zoom.
Please also refer to each course's description for specific details regarding the prerequisites and the covered topics.
This course is intended for the following job roles:
- Cyber Security
- Data analytics
We recommend that attendees of this course have attended the following course (or equivalent knowlege):
Architecting on AWS.
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