Interacting with Google Cloud

• Overview of Google Cloud
• Using Google Cloud
• Lab: Working with the Google Cloud Console and Cloud Shell

Virtual Networks

• Virtual Private Cloud
• Projects, networks, and subnetworks
• Demo: Expand a Subnet
• IP addresses

Demo: Internal and external IP

• Mapping IP addresses
• IP addresses for default domains
• Routes and firewall rules
• Pricing

Lab: VPC Networking

• Common network designs

Lab: Implement Private Google Access and Cloud NAT

Virtual Machines

• Compute Engine

Demo: Create a VM

• VM access and lifecycle

Lab Intro: Creating Virtual Machines

• Compute options
• Compute pricing
• Special compute configurations
• Images
• Disk options
• Common Compute Engine actions

Lab: Working with Virtual Machines

Identity and Access Management (IAM)

• Identity and Access Management
• Organization
• Roles

Demo: Custom roles

• Members
• Service Accounts
• Organization Restrictions
• IAM best practices

Lab: Exploring IAM

Storage and Database Services

• Cloud Storage
• Cloud Storage Features
• Choosing a storage class
• Filestore

Lab: Cloud Storage

• Cloud SQL

Lab: Cloud SQL

• Cloud Spanner
• AlloyDB
• Firestore
• Cloud Bigtable
• Memorystore

Resource Management

• Resource Manager
• Quotas
• Labels
• Billing

Demo: Billing Administration

Lab: Examining Billing Data with BigQuery

Resource Monitoring

• Stackdriver Overview
• Monitoring

Lab: Resource Monitoring

• Logging
• Error Reporting
• Tracing
• Profiling

Interconnecting Networks

• Cloud VPN
• HA VPN

Lab: Configuring Google Cloud HA VPN

• Cloud Interconnect and Peering
• Cloud Interconnect
• Peering
• Choosing a connection
• Shared VPC and VPC Peering

Load Balancing and Autoscaling

• Managed instance groups
• Autoscaling and health checks
• Overview of HTTP(S) load balancing

Example: HTTP load balancer

• HTTP(S) load balancing

Lab: Configuring an HTTP Load Balancer with Autoscaling

• Cloud CDN
• SSL proxy load balancing
• TCP proxy load balancing
• Network load balancing
• Internal load balancing

Lab: Configuring an Internal Load Balancer

• Choosing a load balancer

Infrastructure Automation

• Terraform

Lab Intro: Automating the Infrastructure of Networks Using Terraform

• Google Cloud Marketplace

Lab: Launch Infrastructure Solutions on Google Cloud Marketplace

Cloud Dataflow

• Why customers value Dataflow.
• Dataflow Pipelines.
• Dataflow Templates.
• Dataflow SQL.

Lab: A Simple Dataflow Pipeline (Python)

Lab: MapReduce in Dataflow (Python)

Dataproc

• The Hadoop ecosystem.
• Running Hadoop on Cloud Dataproc.
• GCS instead of HDFS.
• Optimizing Dataproc.

Lab: Running Apache Spark jobs on Cloud Dataproc.

Bigquery

• Intro to BigQuery.
• Data Lakes and Data Warehouses.
• Transactional Databases vs Data Warehouses.
• Partner effectively with other data teams.
• Manage data access and governance.
• Build production-ready pipelines.
• Review GCP customer case study.

Demo: Federated Queries with BigQuery.

• Website Demo: Finding PII in your dataset with DLP API.

Lab: Analyzing Data with BigQuery.

• The modern data warehouse.
• Intro to BigQuery.
• Getting Started.
• Loading Data.
• Exploring Schemas.
• Nested and Repeated Fields.
• Optimizing with Partitioning and Clustering.
• Schema Design.