Security and Compliance in the Google Cloud Ecosystem
The training focuses on designing, implementing and managing secure infrastructure in the Google Cloud Platform environment. The program covers the practical aspects of implementing security mechanisms, managing identity and ensuring compliance with applicable regulations. Sessions are run as workshops based on real security scenarios and industry best practices. The training prepares participants for the Professional Cloud Security Engineer exam and for work as a cloud security specialist.
Issues
- Shared responsibility model in the cloud
- Identity and Access Management (IAM) and Google Cloud Identity
- Virtual Private Cloud (VPC) and network security
- Data encryption and Cloud Key Management Service (KMS).
- Data Loss Prevention (DLP) and protection of sensitive data
- Security Command Center and threat management
- Cloud Logging and Cloud Monitoring for Security
- Google Kubernetes Engine (GKE) security.
- Secret Manager and secret management
- Organization Policies and Governance
- Regulatory compliance (GDPR, ISO 27001, SOC 2)
- Security of AI/ML and Vertex AI systems
Benefits
- They will gain practical skills to design a secure infrastructure in Google Cloud
- They will learn to implement IAM mechanisms and manage access in a cloud environment
- Master data protection techniques through encryption and key management
- Learn about security monitoring and incident response tools
- Understand compliance requirements and learn how to implement them in practice
- They will be able to secure container applications and Kubernetes environments
- They will gain knowledge about the security of AI/ML systems on the Google Cloud platform
- Prepare for the Professional Cloud Security Engineer exam
Who is this training for?
Prerequisites
- Solid knowledge of IT and cyber security basics
- Experience in computer systems and networks administration
- Basic knowledge of cloud technologies and the IaaS model
- Understand the concepts of identity management and access control
- Knowledge of the basic principles of cryptography and encryption mechanisms
Training program
Shared responsibility model in the context of cloud
- Shared responsibility model in the context of cloud security
- Google Cloud resource hierarchy and implications for security strategy
- Google Cloud Identity and Identity and Access Management (IAM).
- Management of users, groups, roles and service accounts
- Best practice minimum entitlement rules
Network security
- Designing secure Virtual Private Cloud (VPC) architectures
- Configuration of firewall rules and hierarchical firewalls
- Private access to Google services (Private Google Access, Private Service Connect).
- VPC Service Controls and Isolation of Environments
- Cloud Armor: protection against DDoS attacks and securing web applications
- Zero Trust model and BeyondCorp Enterprise implementation
- Data protection
- Data encryption at rest: default keys, CMEK, CSEK
- Encrypting data in transit: TLS/SSL and best practices
- Cloud Key Management Service (KMS) for key management
- Data Loss Prevention (DLP) API to detect sensitive data
- Security of Cloud Storage and Database Services
Data masking and anonymization techniques
- Security operations management
- Security Command Center: central security management
- Threat detection and vulnerability management
- Cloud Logging and Cloud Monitoring for Security Events
- Cloud Audit Logs Analysis
- The basics of responding to security incidents in the cloud
Automation of security processes
- Application and container security
- Security best practices for Google Kubernetes Engine (GKE).
- Securing Kubernetes clusters, nodes and pods
- Secret Manager to securely manage secrets
- Binary Authorization: policies for allowing container images
- Vulnerability scanning in container images
- Security in microservices architectures
Compliance and regulation
- Google Cloud compliance standards and certifications (ISO 27001, SOC 2, GDPR)
- Organization Policies: enforcing organization policies
- Tools to support regulatory compliance
- Safety audits and compliance documentation
- Risk management in a cloud environment
- Backup and recovery of data in accordance with compliance requirements
AI/ML Security
- Specific security challenges in artificial intelligence projects
- Securing training data and machine learning models
- Secure deployment of models on the Vertex AI platform
- Ensuring privacy in AI systems and protecting against attacks
- Best practices in MLOps pipelines from a security perspective
- Ethical aspects of AI use and responsible implementations
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
What are the prerequisites for this training?
For Security and Compliance in the Google Cloud Ecosystem we recommend: Solid knowledge of IT and cyber security basics; Experience in computer systems and networks administration; Basic knowledge of cloud technologies and the IaaS model.
What is the format and duration of this training?
The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.
Who is this training designed for?
This training is designed for: IT security engineers moving to cloud platforms; Cloud architects responsible for secure solution design; Systems administrators managing infrastructure on Google Cloud.
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