Google Cloud tutorials using Cloud Storage

This page describes some of the tutorials that utilize multiple Google Cloud products, including Cloud Storage.

Big Data tutorials

Tutorial	Additional Google Cloud Products
Analyzing portfolio risk using HTCondor and Compute Engine	Compute Engine, Dataflow, BigQuery, Datalab, Pub/Sub
Build a Data Lake on Google Cloud	Cloud Bigtable, BigQuery, Dataflow, Dataproc, Dataprep by Trifacta, Pub/Sub
Build a Marketing Data Warehouse on Google Cloud	BigQuery, Resource Manager, AI Platform, Dataprep by Trifacta, TensorFlow, Google Data Studio, Datalab
Build a Mobile Gaming Analytics Platform	Dataflow, Datastore, Pub/Sub, BigQuery, Datalab
Codelab: Looking at campaign finance with BigQuery	BigQuery
Codelab: Run a Big Data Text Processing Pipeline in Cloud Dataflow	Dataflow
Data Lifecycle on Google Cloud	BigQuery, Datastore, Cloud Spanner, Cloud Firestore, Cloud SQL, Dataflow, Dataprep by Trifacta, Cloud Composer, Cloud Translation, Video Intelligence API
How to Do Serverless Pixel Tracking	BigQuery
Loading, storing, and archiving time series data on Google Cloud
Migrating and integrating data into BigQuery using Informatica Intelligent Cloud Services	BigQuery
Migrating HDFS Data from On-Premises to Google Cloud	Cloud Interconnect, Cloud Identity and Access Management
Migrating On-Premises Hadoop Infrastructure to Google Cloud	Dataproc, Virtual Private Cloud, Cloud VPN
Running RStudio® Server on a Cloud Dataproc Cluster	Dataproc
Scenarios for Exporting Stackdriver Logging: Compliance Requirements	Cloud Identity and Access Management, Key Management Service, Cloud Audit Logs
Streaming Data from Cloud Storage into BigQuery Using Cloud Functions	Cloud Functions, BigQuery, Pub/Sub, Cloud Firestore
Transferring Big Data Sets to GCP	Storage Transfer Service, Transfer Appliance

Containers tutorials

Tutorial	Additional Google Cloud Products
Best Practices for Operating Containers	Google Kubernetes Engine, Stackdriver
Deploying .NET Applications on GCP	Compute Engine, Google Kubernetes Engine, App Engine,
Deploying production-ready GitLab on Google Kubernetes Engine	Compute Engine, Google Kubernetes Engine, Cloud Load Balancing, Cloud SQL, Memorystore, Container Registry, Stackdriver

Infrastructure and architecture tutorials

Tutorial	Additional Google Cloud Products
Architecture: Complex Event Processing	App Engine, Compute Engine, Cloud Bigtable, BigQuery, Dataflow, Pub/Sub, Datalab
Automating Infrastructure with Cloud Composer	Cloud Composer, Google Kubernetes Engine, Compute Engine, Cloud SQL
Choosing the Right Architecture for Global Data Distribution	Firebase, App Engine, Pub/Sub, Virtual Private Cloud, Cloud Load Balancing, Storage Transfer Service
Cloud Functions with Cloud Storage	Cloud Functions
Content Delivery with Fastly and Cloud Storage
Deploying highly available SAP storage infrastructure with Elastifile	Compute Engine
Google Cloud for OpenStack Users	Compute Engine, Cloud Load Balancing, Cloud SQL
Sending emails with SendGrid and Cloud Functions	Cloud Functions, Pub/Sub, BigQuery
Setting up a CI/CD pipeline for your data-processing workflow	Cloud Build, Cloud Source Repositories, Cloud Composer, Dataflow
Setting up a HIPAA-aligned project	Cloud Identity and Access Management, Stackdriver, Cloud Audit Logs, BigQuery, Pub/Sub
Using Jenkins for Distributed Builds on Compute Engine	Compute Engine, Cloud Identity and Access Management
Using Microsoft SQL Server backups for point-in-time recovery on Compute Engine	Compute Engine

Machine learning tutorials

Tutorial	Additional Google Cloud Products
An Image Search Application that Uses the Cloud Vision API	App Engine, Pub/Sub, AutoML Vision, Cloud Vision
Building an Image Search Application Using the Cloud Vision API (Tutorial)	App Engine, Pub/Sub, AutoML Vision, Cloud Vision
Codelab: Using Cloud Vision with Node.js	Cloud Vision
Processing User-Generated Content Using the Video Intelligence and Cloud Vision APIs (tutorial)	Cloud Functions, BigQuery, Pub/Sub
Serving Websites	App Engine, Compute Engine, Google Kubernetes Engine

Media tutorials

Tutorial	Additional Google Cloud Products
Creating a render farm in GCP using OpenCue	Compute Engine, Container Registry, Cloud SQL
Processing Media Using Cloud Pub/Sub and Compute Engine	BigQuery, Pub/Sub, App Engine
Running C++ Binaries using Apache Beam for Grid Computing Workloads	Dataflow
Serverless Pixel Tracking Architecture	BigQuery, Cloud CDN, Cloud Load Balancing
Architecture for using Cloud Pub/Sub for long-running tasks	BigQuery, Pub/Sub, App Engine, Compute Engine

Networking tutorials

Tutorial	Additional Google Cloud Products
Automated Network Deployment: Overview Startup Building a VPN Between GCP and AWS	Compute Engine, Virtual Private Cloud, Cloud Deployment Manager, Cloud Router
File Servers on Compute Engine	Compute Engine

Security tutorials

Tutorial	Additional Google Cloud Products
Best Practices for Using Cloud IAM and Cloud Billing in Higher Education	Compute Engine, G Suite, Carrier Peering, Cloud Interconnect, Resource Manager
DDoS Mitigation on Google Cloud	Compute Engine, App Engine

Web development tutorials

Tutorial	Additional Google Cloud Products
Google Cloud Bookshelf App: for .Net for Go for Java for Node.js for Python for PHP for Ruby	App Engine, Cloud SQL, Datastore, Pub/Sub, Compute Engine
Codelab: Build a Node.js Web App using Google Cloud	Datastore
Deploying event-sourced systems with Cloud Spanner	Cloud Spanner, Pub/Sub, Cloud Functions, BigQuery, Memorystore