Free sample questions

• Free practice questions intro
• Free sample questions (10 questions)

GCP Fundamentals

• Accessing GCP - Console, SDK, and APIs
• Google Cloud SDK and gcloud
• Cloud Shell
• GCP Resource Hierarchy - Intro
• Project Name, ID, and Number
• Governance and Compliance with Org Policies
• Org Level Roles
• Quiz: GCP Fundamentals

Cloud Billing

• Cloud Billing - Intro
• Cloud Billing - Exports
• Cloud Billing - Resource Labels
• Cloud Billing - Billing Account Access
• Quiz: Cloud Billing

Identity and Access Management

• Cloud IAM - Intro
• Cloud IAM - Understanding Service Accounts
• Cloud IAM - Service Account Key Management
• Cloud IAM - Permissions and Roles
• Cloud IAM - Role Type Details
• Cloud IAM - Principle of Least Privilege
• Cloud IAM - Least Privilege via Environment Separation
• Cloud IAM - Groups
• Cloud IAM - IAM Conditions
• Cloud IAM - Federated Authentication
• Cloud IAM - gcloud commands
• Quiz: Cloud IAM

Cloud Observability Suite

• Cloud Logging - Intro
• Cloud Logging - Exports and Sinks
• Quiz: Cloud Logging
• Cloud Monitoring - Intro
• Cloud Monitoring - Uptime Checks
• Cloud Monitoring - Mapping Business Objectives to Technical Metrics
• Quiz: Cloud Monitoring
• Cloud Trace
• Quiz: Cloud Trace

Compute Engine

• Compute Services - The Spectrum of Abstraction
• Compute Engine - Intro
• Compute Engine - VM Location
• Compute Engine - Machine Type
• Compute Engine - Network Settings
• Compute Engine - Preemptibility
• Compute Engine - Ops Agent
• Compute Engine - Delete Protection
• Compute Engine - On-Host Maintenance
• Compute Engine - Boot Disk
• Compute Engine - Additional Storage
• Choosing a Filestore service tier
• Cloud Storage FUSE
• Compute Engine - Service Account Assignment
• Compute Engine - Multi-NIC Configuration
• Compute Engine - Backup Methods
• Compute Engine - Connecting to VMs
• Quiz: Compute Engine #1
• Compute Engine - Managed Instance Groups (MIGs)
• Compute Engine - MIG Autohealing and Automatic Restart
• Compte Engine - MIG Location
• Compute Engine - Update Policies with MIGs
• Compute Engine - Load Balancing with MIGs
• Quiz: Compute Engine #2
• Compute Engine - Active-Standby Model
• Compute Engine - Patch
• Compute Engine - Migrating VMs
• Compute Engine - Disaster Recovery Strategies
• Compute Engine - Troubleshooting Strategies
• Compute Engine - Cloud Recommender
• Compute Engine - Shutdown Scripts
• Compute Engine - Sole-Tenant Nodes
• Compute Engine - Predefined Roles
• Quiz: Compute Engine #3

Google Kubernetes Engine

• Google Kubernetes Engine (GKE) - Intro
• GKE - Core Kubernetes Concepts
• GKE - Command Line Tools
• GKE - Dockerfiles
• GKE - Autoscaling
• GKE - Overprovisioned pods use case
• Quiz: GKE #1
• GKE - Kubernetes Services to Route Network Traffic
• GKE - Container Security Best Practices
• GKE - Cluster Security
• GKE - Liveness and Readiness Probes
• GKE - Load Balancing
• GKE - Versioning and Testing
• GKE - PCI DSS
• GKE - Specialized Workloads
• GKE - Observability
• GKE - Managed Service for Prometheus
• GKE - Service Meshes
• GKE - GKE Enterprise and Anthos Clusters
• GKE - Traffic Splitting with Knative Serving
• GKE - Config Connector
• Quiz: GKE #2

Cloud Run

• Cloud Run - Intro
• Cloud Run - Autoscaling & Cold Starts
• Cloud Run - Stateless Containers
• Cloud Run - Network Endpoint Groups
• Cloud Run - High Availability Architecture
• Cloud Run - Ingress control and load balancer integration
• Cloud Run - Traffic Splitting
• Quiz: Cloud Run

Container Registry & Artifact Registry

• Container/Artifact Registry - Intro
• Container/Artifact Registry - Typical Deployment Pipeline
• Container/Artifact Registry - Vulnerability Scanning
• Container/Artifact Registry - Tagging
• Quiz: Container Registry & Artifact Registry

App Engine

• App Engine - Intro
• App Engine - Standard vs. Flexible
• App Engine - Version Management and Traffic Splitting
• App Engine - Dependency Management
• App Engine - Memcache
• App Engine - State Management
• Quiz: App Engine

Cloud Functions

• Cloud Functions - Intro
• Cloud Functions - Types of Triggers
• Cloud Functions - Rollbacks
• Cloud Functions - Securely Connecting Functions
• Quiz: Cloud Functions

CI/CD

• Cloud Build - Intro
• Cloud Build - Triggers
• Cloud Build - YAML and Substitutions
• Cloud Deploy
• Test Layering with CI/CD Pipelines
• Quiz: CI/CD

Cloud Deployment Manager

• Cloud Deployment Manager - Intro to IaC
• Cloud Deployment Manager - Intro
• Cloud Deployment Manager - Migration Use Case
• Cloud Deployment Manager - Potential Challenges
• Quiz: Cloud Deployment Manager

Cloud VPC

• Cloud VPC - Intro
• Cloud VPC - IP addresses
• Cloud VPC - Subnet creation tips
• Cloud VPC - IP range overlap
• Cloud VPC - Connecting to other networks
• Cloud VPC - Project isolation techniques
• Cloud VPC - Private Google Access
• Cloud VPC - Serverless VPC Access
• Cloud VPC - Direct VPC Egress
• Cloud VPC - Predefined roles
• Quiz: Cloud VPC

Cloud VPN

• Cloud VPN - Intro
• Cloud VPN - Resolving overlapping networks
• Cloud VPN - Gateway types
• Cloud VPN - Multi-region configurations
• Quiz: Cloud VPN

Cloud Interconnect

• Cloud Interconnect - Intro
• Cloud Interconnect - Dedicated Interconnect Use Cases
• Cloud Interconnect - Avoiding IP Overlap
• Cloud Interconnect - Colocation Facilities (Dedicated Interconnect)
• Cloud Interconnect - High Availability Use Cases
• Quiz: Cloud Interconnect

Cloud Load Balancing

• Cloud Load Balancing - Intro
• Cloud Load Balancing - OSI Layers
• Cloud Load Balancing - Regional vs. Global Load Balancers
• Cloud Load Balancing - Unified Front-End and Path-Based Routing
• Cloud Load Balancing - Health Checks
• Cloud Load Balancing - Session Affinity
• Cloud Load Balancing - IoT use case
• Cloud Load Balancing - Network Endpoint Groups
• Quiz: Cloud Load Balancing

Cloud NAT (Network Address Translation)

• Cloud NAT
• Quiz: Cloud NAT

Cloud Firewall

• Cloud Firewall - Intro
• Cloud Firewall - Tags and Dynamic Traffic Control
• Quiz: Cloud Firewall

Cloud Storage

• Cloud Storage - Intro
• Cloud Storage - Bucket Setup
• Cloud Storage - Data Imports
• Cloud Storage - Data Management Features
• Quiz: Cloud Storage #1
• Cloud Storage - Preventing Hotspotting
• Cloud Storage - Integration with Cloud CDN
• Cloud Storage - Signed URLs
• Cloud Storage - Cross-Origin Resource Sharing (CORS)
• Cloud Storage - Hosting Static Websites
• Cloud Storage - Encryption
• Cloud Storage - Predefined Roles
• Quiz: Cloud Storage
• Cloud Storage Basics (Lab Instructions)

BigQuery

• BigQuery - Intro
• BigQuery - Views
• BigQuery - Partitions
• BigQuery - Schema Flexibility
• BigQuery - External Tables and Federated Queries
• BigQuery - Normalization and Denormalization
• Quiz: BigQuery #1
• BigQuery - Encryption
• BigQuery - Referential Integrity
• BigQuery - Admin Console
• BigQuery - Compute and Storage Costs
• BigQuery - Identity and Access Management
• BigQuery - Column and Row Level Security
• Quiz: B
• igQuery #2
• BigQuery Basics (Lab Instructions)

Bigtable

• Bigtable - Intro
• Bigtable - Use Cases
• Bigtable - Schema
• Bigtable - Schema design example use case
• Bigtable - Hotspotting and Row Key Design
• Quiz: Bigtable

Cloud SQL

• Cloud SQL - Intro
• Cloud SQL - Migrating and Importing Data
• Cloud SQL - Storage
• Cloud SQL - Tiers and Machine Types
• Cloud SQL - Backup Strategies
• Cloud SQL - Availability and Failover
• Cloud SQL - Replication Lag
• Cloud SQL - Auth Proxy
• Quiz: Cloud SQL

AlloyDB

• AlloyDB

Firebase & Firestore

• Firebase and Firestore - Intro
• Firestore - Use Cases
• Firestore - Managing Indexes
• Firestore - Deterministic Encryption
• Firestore - Efficient Data Retrieval
• Firestore - Predefined Roles
• Quiz: Firestore

Memorystore

• Memorystore - Intro
• Memorystore - Memcached and Redis
• Quiz: Memorystore

Cloud Spanner

• Cloud Spanner
• Quiz: Cloud Spanner

Cloud Pub/Sub

• Pub/Sub - Intro
• Pub/Sub - Other Message Buffers
• Pub/Sub - Publishers, Subscribers, Topics, Subscriptions
• Pub/Sub - Publisher-side Batching
• Pub/Sub - Subscription Types
• Pub/Sub - Message Handling
• Pub/Sub - Delivery Semantics
• Pub/Sub - Common Architectures
• Quiz: Cloud Pub/Sub
• Pub/Sub Basics (Lab Instructions)
• Pub/Sub: Push Subscriptions and Webhooks (lab instructions)

Cloud Dataflow

• Dataflow - Intro
• Dataflow - Windowing
• Dataflow - Optimizing Stream Processing with Watermarks and Triggers
• Dataflow - Out-of-Order Data
• Dataflow - Integration with other services
• Quiz: Dataflow

Cloud Dataproc

• Dataproc - Intro
• Dataproc - Cluster Setup
• Dataproc - Multi-Regional Configuration
• Dataproc - Performance Optimization
• Dataproc vs. Dataflow
• Quiz: Dataproc

Dataprep

• Dataprep
• Quiz: Dataprep

Cloud CDN

• Cloud CDN - Intro
• Cloud CDN - Use Cases
• Cloud CDN - Cache Optimization
• Quiz: Cloud CDN

Cloud Key Management Service (KMS)

• Cloud KMS - Intro
• Cloud KMS - CMEKs and CSEKs
• Cloud KMS - HSM protection vs Software Protection
• Quiz: Cloud KMS

Data Loss Prevention (DLP) API

• DLP API - Intro
• DLP API - Data Protection Methods
• DLP API - Integration with GCP services
• Quiz: DLP API

Cloud Armor

• Cloud Armor - Intro
• Cloud Armor - CDN Use Case
• Quiz: Cloud Armor

Cloud Secret Manager

• Secret Manager
• Quiz: Secret Manager

Security Command Center

• Security Command Center
• Model Armor
• Quiz: Security Command Center

Cloud Identity-Aware Proxy (IAP)

• Cloud IAP
• Quiz: Cloud Identity-Aware Proxy

Cloud Endpoints

• Cloud Endpoints
• Quiz: Cloud Endpoints

GCP's Pretrained AI APIs

• GCP's Pre-trained AI APIs
• Quiz: Pre-Trained APIs on GCP

Vertex AI

• Vertex AI - Intro
• Vertex AI Managed Datasets
• Preventing Data Exfiltration from Vertex AI Workflow
• Vertex AI Feature Store
• Measuring Latency with Feature Store
• Vertex AI - Colab Enterprise
• Vertex AI Workbench
• Vertex AI Custom Training Jobs
• Vertex AI - AutoML
• Custom Training vs AutoML vs Pretrained APIs
• Vertex AI Experiments
• Vertex AI Model Registry
• Vertex AI Model Medatata
• Vertex AI - Deployment Modes
• Vertex AI - Endpoints
• Vertex AI - custom prediction routine deployment from Model Garden
• Vertex AI Endpoints for Modularizing Model Usage
• Vertex AI - Batch Prediction
• Overview of ML Pipelines
• Vertex AI Pipelines - Pipeline DAGs
• Vertex AI - Model Monitoring
• Vertex AI Model Monitoring - Detection Types
• Vertex AI Model Monitoring: Sampling Rate and Frequency
• Vertex AI Model Monitoring - Baseline Data
• Vertex AI Model Monitoring - Multiple Models
• Vertex Explainable AI

AI Hardware and AI Hypercomputer

• AI Hardware and AI Hypercomputer

Gemini Cloud Assist

• Gemini Cloud Assist

NotebookLM

• NotebookLM

Gemini Enterprise

• Gemini Enterprise

Cloud Scheduler

• Cloud Scheduler
• Quiz: Cloud Scheduler

RPO and RTO

• RPO and RTO

Backup and DR Service

• Backup and DR Service

Migration concepts

• Migration Center
• Mapping dependencies
• Shared VPC and phased migration
• Migrate to Virtual Machines

Application Integration

• Application Integration - Intro
• Application Integration - example use case

Chrome Enterprise

• Chrome Enterprise

GCP Service Emulators

• GCP Service Emulators

SOC Certification

• SOC Certification

Planned Additions

• Additional concepts

Realistic Practice Exams

• Note about practice exams
• Note about new questions
• Practice Exam 1
• Practice Exam 2
• Practice Exam 3
• Practice Exam 4
• Practice Exam 5
• Practice Exam 6
• Practice Exam 7

Exam Simulator

• Exam Simulator (2 hours, 50 random questions)

Wrap-Up & Reward

• Course feedback (4 short questions)
• 10% discount on future membership renewals