Google Cloud Fundamentals: Core Infrastructure

Google Cloud Fundamentals: Core InfrastructureGCF-CIGOGoogleGO-GCF-CI5.2<ul> <li>Identify the purpose and value of Google Cloud products and services.</li><li>Define how infrastructure is organized and controlled in Google Cloud.</li><li>Explain how to create basic infrastructure in Google Cloud.</li><li>Select and use Google Cloud storage options.</li><li>Describe the purpose and value of Google Kubernetes Engine.</li><li>Identify the use cases for serverless Google Cloud services.</li><li>Explore Google Clouds Generative AI tools and best practices.</li></ul>Familiarity with application development, systems operations, Linux operating systems, and data analytics or machine learning is helpful in understanding the technologies covered.<ul> <li>Individuals planning to deploy applications and create application environments on Google Cloud</li><li>Developers, systems operations professionals, and solution architects getting started with Google Cloud</li><li>Executives and business decision makers evaluating the potential of Google Cloud to address their business needs</li></ul><h5>Module 01: Introducing Google Cloud</h5> Topics: <ul> <li>Cloud computing overview</li><li>IaaS and PaaS</li><li>The Google Cloud network</li><li>Environmental impact</li><li>Security</li><li>Open-source ecosystems</li><li>Pricing and billing</li></ul>Objectives <ul> <li>Identify the benefits of Google Cloud.</li><li>Define the components of Google network infrastructure, including points of presence, data centers, regions, and zones.</li><li>Identify the difference between infrastructure as a service (IaaS) and platform as a service (PaaS).</li></ul><h5>Module 02: Resources and Access in the Cloud</h5> Topics: <ul> <li>Google Cloud resource hierarchy</li><li>IAM</li><li>IAM roles</li><li>Service accounts</li><li>Cloud Identity</li><li>Interacting with Google Cloud</li></ul>Objectives <ul> <li>Identify the purpose of projects on Google Cloud.</li><li>Define the purpose of and use cases for IAM.</li><li>List the methods of interaction with Google Cloud.</li><li>Use Cloud Marketplace to interact with Google Cloud.</li></ul>Activities: <ul> <li>Lab: Getting Started with Cloud Marketplace</li><li>Quiz: Module quiz</li></ul><h5>Module 03: Virtual Machines and Networks in the Cloud</h5> Topics: <ul> <li>Virtual Private Cloud networking</li><li>Compute Engine</li><li>Scaling virtual machines</li><li>Important VPC compatibilities</li><li>Cloud Load Balancing</li><li>Cloud DNS and Cloud CDN</li><li>Connecting networks to Google VPC</li></ul>Objectives <ul> <li>Explore the basics of networking in Google Cloud.</li><li>Identify the purpose of and use cases for Compute Engine.</li><li>Outline how Google Compute Engine can scale</li><li>Detail important VPC compatibilities including routing tables, firewalls and VPC peering.</li><li>Explore how Cloud Load Balancing functions in Google Cloud.</li><li>Deploy a basic infrastructure to Google Cloud.</li></ul>Activities <ul> <li>Lab: Getting Started with VPC Networking and Google Compute Engine</li><li>Quiz: Module quiz</li></ul><h5>Module 04: Storage in the Cloud</h5> Topics: <ul> <li>Cloud Storage</li><li>Cloud SQL</li><li>Cloud Spanner</li><li>Firestore</li><li>Cloud Bigtable</li><li>Comparing storage options</li></ul>Objectives <ul> <li>Identify the purpose of and use cases for Cloud Storage.</li><li>Distinguish between Cloud storage classes.</li><li>Distinguish between Google Cloud's database storage options.</li><li>Deploy an application that uses Cloud SQL and Cloud Storage.</li></ul>Activities: <ul> <li>Lab: Getting Started with Cloud Storage and Cloud SQL</li><li>Quiz: Module quiz</li></ul><h5>Module 05: Containers in the Cloud</h5> Topics: <ul> <li>Introduction to containers</li><li>Kubernetes</li><li>Google Kubernetes Engine</li></ul>Objectives <ul> <li>Define the concept of a container and identify uses for containers.</li><li>Identify the purpose of and use cases for Kubernetes and Google Kubernetes Engine.</li></ul>Activities: <ul> <li>Quiz: Module quiz</li></ul><h5>Module 06: Applications in the Cloud</h5> Topics: <ul> <li>Cloud Run</li><li>Cloud Functions</li></ul>Objectives <ul> <li>Identify the purpose and use cases for Cloud Run.</li><li>Describe how Cloud Functions can support application development on Google Cloud.</li><li>Deploy a containerized application on Cloud Run.</li></ul>Activities: <ul> <li>Lab: Hello Cloud Run</li><li>Quiz: Module quiz</li></ul><h5>Module 07: Prompt Engineering</h5> Topics: <ul> <li>Introduction to generative AI</li><li>Introduction to large language models</li><li>Prompt engineering and recommended practices</li></ul>Objectives: <ul> <li>Define what generative AI is.</li><li>Explain how large language models are trained.</li><li>Detail the elements and types of a prompt.</li><li>Explore recommended practices when constructing prompts</li></ul>Activities: <ul> <li>Quiz: Module quiz</li></ul><h5>Module 08: Course Summary</h5> Topics: The course summary recaps the major concepts learners were introduced to during the course. Objectives: Summarize the content covered in each section of the course.- Identify the purpose and value of Google Cloud products and services. - Define how infrastructure is organized and controlled in Google Cloud. - Explain how to create basic infrastructure in Google Cloud. - Select and use Google Cloud storage options. - Describe the purpose and value of Google Kubernetes Engine. - Identify the use cases for serverless Google Cloud services. - Explore Google Clouds Generative AI tools and best practices.Familiarity with application development, systems operations, Linux operating systems, and data analytics or machine learning is helpful in understanding the technologies covered.- Individuals planning to deploy applications and create application environments on Google Cloud - Developers, systems operations professionals, and solution architects getting started with Google Cloud - Executives and business decision makers evaluating the potential of Google Cloud to address their business needsModule 01: Introducing Google Cloud Topics: - Cloud computing overview - IaaS and PaaS - The Google Cloud network - Environmental impact - Security - Open-source ecosystems - Pricing and billing Objectives - Identify the benefits of Google Cloud. - Define the components of Google network infrastructure, including points of presence, data centers, regions, and zones. - Identify the difference between infrastructure as a service (IaaS) and platform as a service (PaaS). Module 02: Resources and Access in the Cloud Topics: - Google Cloud resource hierarchy - IAM - IAM roles - Service accounts - Cloud Identity - Interacting with Google Cloud Objectives - Identify the purpose of projects on Google Cloud. - Define the purpose of and use cases for IAM. - List the methods of interaction with Google Cloud. - Use Cloud Marketplace to interact with Google Cloud. Activities: - Lab: Getting Started with Cloud Marketplace - Quiz: Module quiz Module 03: Virtual Machines and Networks in the Cloud Topics: - Virtual Private Cloud networking - Compute Engine - Scaling virtual machines - Important VPC compatibilities - Cloud Load Balancing - Cloud DNS and Cloud CDN - Connecting networks to Google VPC Objectives - Explore the basics of networking in Google Cloud. - Identify the purpose of and use cases for Compute Engine. - Outline how Google Compute Engine can scale - Detail important VPC compatibilities including routing tables, firewalls and VPC peering. - Explore how Cloud Load Balancing functions in Google Cloud. - Deploy a basic infrastructure to Google Cloud. Activities - Lab: Getting Started with VPC Networking and Google Compute Engine - Quiz: Module quiz Module 04: Storage in the Cloud Topics: - Cloud Storage - Cloud SQL - Cloud Spanner - Firestore - Cloud Bigtable - Comparing storage options Objectives - Identify the purpose of and use cases for Cloud Storage. - Distinguish between Cloud storage classes. - Distinguish between Google Cloud's database storage options. - Deploy an application that uses Cloud SQL and Cloud Storage. Activities: - Lab: Getting Started with Cloud Storage and Cloud SQL - Quiz: Module quiz Module 05: Containers in the Cloud Topics: - Introduction to containers - Kubernetes - Google Kubernetes Engine Objectives - Define the concept of a container and identify uses for containers. - Identify the purpose of and use cases for Kubernetes and Google Kubernetes Engine. Activities: - Quiz: Module quiz Module 06: Applications in the Cloud Topics: - Cloud Run - Cloud Functions Objectives - Identify the purpose and use cases for Cloud Run. - Describe how Cloud Functions can support application development on Google Cloud. - Deploy a containerized application on Cloud Run. Activities: - Lab: Hello Cloud Run - Quiz: Module quiz Module 07: Prompt Engineering Topics: - Introduction to generative AI - Introduction to large language models - Prompt engineering and recommended practices Objectives: - Define what generative AI is. - Explain how large language models are trained. - Detail the elements and types of a prompt. - Explore recommended practices when constructing prompts Activities: - Quiz: Module quiz Module 08: Course Summary Topics: The course summary recaps the major concepts learners were introduced to during the course. Objectives: Summarize the content covered in each section of the course.1 day650.00695.00695.00460.00490.00850.00595.00850.00295.0055250.00660.002260.00490.00490.00490.002400.00650.00820.00950.00950.00950.00790.00