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Test Number : Google-PCD
Test Name : Professional Cloud Developer
Vendor Name : Google
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A Professional Cloud Developer builds scalable and highly available applications using Google-recommended practices and tools that leverage fully managed services. This individual has experience with cloud-native applications, runtime environments, developer tools, and next-generation databases. A Professional Cloud Developer also has proficiency with at least one general-purpose programming language and is skilled at producing meaningful metrics and logs to debug and trace code.

The Professional Cloud Developer test assesses your ability to:
Design highly scalable, available, and reliable cloud-native applications
Build and test applications
Deploy applications
Integrate Google Cloud Platform services
Manage application performance monitoring

A Professional Cloud Developer builds scalable and highly available applications using Google-recommended practices and tools that leverage fully managed services. This individual has experience with cloud-native applications, runtime environments, developer tools, and next-generation databases. A Professional Cloud Developer also has proficiency with at least one general-purpose programming language and is skilled at producing meaningful metrics and logs to debug and trace code.

Section 1: Designing highly scalable, available, and reliable cloud-native applications
1.1 Designing high-performing applications and APIs. Considerations include:
- Microservices
- Scaling velocity characteristics/tradeoffs of IaaS (infrastructure as a service) vs. CaaS (container as a service) vs. PaaS (platform as a service)
- Evaluating different services and technologies
- Geographic distribution of Google Cloud services (e.g., latency, regional services, zonal services)
- Defining a key structure for high-write applications using Cloud Storage, Cloud Bigtable, Cloud Spanner, or Cloud SQL
- User session management
- Caching solutions
- Deploying and securing API services
- Loosely coupled applications using asynchronous Cloud Pub/Sub events
- Graceful shutdown on platform termination
- Google-recommended practices and documentation

1.2 Designing secure applications. Considerations include:
- Implementing requirements that are relevant for applicable regulations (e.g., data wipeout)
- Security mechanisms that protect services and resources
- Security mechanisms that secure/scan application binaries and manifests
- Storing and rotating application secrets using Cloud KMS
- Authenticating to Google services (e.g., application default credentials, JWT, OAuth 2.0)
- IAM roles for users/groups/service accounts
- Securing service-to-service communications (e.g., service mesh, Kubernetes network policies, and Kubernetes namespaces)
- Set compute/workload identity to least privileged access
- Certificate-based authentication (e.g., SSL, mTLS)
- Google-recommended practices and documentation

1.3 Managing application data. Tasks include:
- Defining database schemas for Google-managed databases (e.g., Cloud Firestore, Cloud Spanner, Cloud Bigtable, Cloud SQL)
- Choosing data storage options based on use case considerations, such as:
- Cloud Storage-signed URLs for user-uploaded content
- Structured vs. unstructured data
- Strong vs. eventual consistency
- Data volume
- Frequency of data access in Cloud Storage
- Following Google-recommended practices and documentation

1.4 Refactoring applications to migrate to Google Cloud. Tasks include:
- Using managed services
- Migrating a monolith to microservices
- Google-recommended practices and documentation

Section 2: Building and Testing Applications
2.1 Setting up your local development environment. Considerations include:
- Emulating Google Cloud services for local application development
- Creating Google Cloud projects

2.2 Writing code. Considerations include:
- Algorithm design
- Modern application patterns
- Efficiency
- Agile software development
- Unit testing

2.3 Testing. Considerations include:
- Performance testing
- Integration testing
- Load testing

2.4 Building. Considerations include:
- Creating a Cloud Source Repository and committing code to it
- Creating container images from code
- Developing a continuous integration pipeline using services (e.g., Cloud Build, Container Registry) that construct deployment artifacts
- Reviewing and improving continuous integration pipeline efficacy

Section 3: Deploying applications
3.1 Recommend appropriate deployment strategies for the target compute environment (Compute Engine, Google Kubernetes Engine). Strategies include:
- Blue/green deployments
- Traffic-splitting deployments
- Rolling deployments
- Canary deployments

3.2 Deploying applications and services on Compute Engine. Tasks include:
- Installing an application into a VM
- Modifying the VM service account
- Manually updating dependencies on a VM
- Exporting application logs and metrics
- Managing Compute Engine VM images and binaries

3.3 Deploying applications and services to Google Kubernetes Engine (GKE). Tasks include:
- Deploying a containerized application to GKE
- Managing Kubernetes RBAC and Google Cloud IAM relationship
- Configuring Kubernetes namespaces and access control
- Defining workload specifications (e.g., resource requirements)
- Building a container image using Cloud Build
- Configuring application accessibility to user traffic and other services
- Managing container lifecycle
- Define deployments, services, and pod configurations
3.4 Deploying a Cloud Function. Types include:
- Cloud Functions that are triggered via an event (e.g., Cloud Pub/Sub events, Cloud Storage object change notification events)
- Cloud Functions that are invoked via HTTP
- Securing Cloud Functions

3.5 Using service accounts. Tasks include:
- Creating a service account according to the principle of least privilege
- Downloading and using a service account private key file

Section 4: Integrating Google Cloud Platform Services
4.1 Integrating an application with data and storage services. Tasks include:
- Read/write data to/from various databases (e.g., SQL, JDBC)
- Connecting to a data store (e.g., Cloud SQL, Cloud Spanner, Cloud Firestore, Cloud Bigtable)
- Writing an application that publishes/consumes data asynchronously (e.g., from Cloud Pub/Sub)
- Storing and retrieving objects from Cloud Storage
- Using the command-line interface (CLI), Google Cloud Console, and Cloud Shell tools

4.2 Integrating an application with compute services. Tasks include:
- Implementing service discovery in Google Kubernetes Engine and Compute Engine
- studying instance metadata to obtain application configuration
- Authenticating users by using OAuth2.0 Web Flow and Identity Aware Proxy
- Using the command-line interface (CLI), Google Cloud Console, and Cloud Shell tools

4.3 Integrating Google Cloud APIs with applications. Tasks include:
- Enabling a Google Cloud API
- Making API calls with a Cloud Client Library, the REST API, or the APIs Explorer, taking into consideration:
- Batching requests
- Restricting return data
- Paginating results
- Caching results
- Error handling (e.g., exponential backoff)
- Using service accounts to make Google API calls

Section 5: Managing Application Performance Monitoring
5.1 Managing Compute Engine VMs. Tasks include:
- Debugging a custom VM image using the serial port
- Analyzing a failed Compute Engine VM startup
- Analyzing logs
- Sending logs from a VM to Cloud Monitoring
- Inspecting resource utilization over time
- Viewing syslogs from a VM

5.2 Managing Google Kubernetes Engine workloads. Tasks include:
- Configuring logging and monitoring
- Analyzing container lifecycle events (e.g., CrashLoopBackOff, ImagePullErr)
- Analyzing logs
- Using external metrics and corresponding alerts
- Configuring workload autoscaling

5.3 Troubleshooting application performance. Tasks include:
- Creating a monitoring dashboard
- Writing custom metrics and creating metrics from logs
- Graphing metrics
- Using Cloud Debugger
- Reviewing stack traces for error analysis
- Exporting logs from Google Cloud
- Viewing logs in the Google Cloud Console
- Profiling performance of request-response
- Profiling services
- Reviewing application performance (e.g., Cloud Trace, Prometheus, OpenCensus)
- Monitoring and profiling a running applicationv - Using documentation, forums, and Google support



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Google education

Google's huge flow to Disrupt and Upend higher training | Google-PCD Latest syllabus and PDF Download

a close up of a computer © Bloomberg | Getty photos

Bob Dylan sang, “For the times they are a-changin’” That’s what i believed of once I study that Google introduced they were going to beginning offering six-months lessons to supply americans the capabilities mandatory to purchase jobs that are in-demand. The can charge? An astounding $300. All i will say is “About time.”

just like the CEO of Alibaba, Jack Ma, I started out my career as an English teacher. In 2008, I saw the writing on the wall with the shift available in the market and reinvented myself. I study, listened to, watched, attended, and absorbed each e-book, CD and seminar I could get my palms on to put together for the 2nd half of my profession.

What frustrated me about the academic system became how slow it become to adapt to their quickly-changing world. outside the faculty walls, the web, smartphone and social media have reshaped each factor of their society. however, in the classroom, it become the equal ancient stuff. 

Then Covid-19 hit us like a ton of bricks and the gloves were off.

Cue the entrepreneur, or in this case, Google.

Apple competed upended the track business, cellular phone industry, headphone business, and now seem to be to take on the glasses industry in 2021. no longer to be outdone, Google has determined to tackle the greater-training monopoly.

connected: 3 methods higher education Will should modify to a publish-crisis World

this is huge. It’s a 1.9 trillion dollar trade. If Google can shave away just 1% we’re talking 10 billion dollars. I have no doubt that in the event that they had been to prevail in doing that, different businesses would sit up and take notice. in reality, I’m certain within the boardrooms across the usa and foreign places on the largest organizations, people are staring at and waiting to look in the event that they should still boost their personal courses.

It makes feel. in the past, a excessive school grad would head off to faculty or university, get a level then apply for a job at a lot of organizations. Then they might get a number of job interviews and eventually, cozy a job in the event that they have been fortunate.

only 1 difficulty, they live in a global of trade moving at breakneck pace. in accordance with the performing administrator of NASA, Robert M. Lightfoot Jr., “by the point you are a junior in school, what you realized as a freshman is already out of date.”

Google is aiming to kill two birds with one stone. First stone:  they enhance americans they see as fundamental for his or her industry in the coming years. 2nd stone: blow higher training large open. while universities was once capable of differentiate themselves from upstart education companies like Udemy, with classes going online till 2021, they have waved the white flag and admitted that many classes can also be taught online.

Entrepreneurs may still be enthusiastic about this. be aware, we’re speaking a couple of $1.9 trillion dollar business that for over a century was managed by colleges and universities which required spacious land, eye-catching amenities, dormitories, administration and professors. That’s all about to change.

here are 5 training entrepreneurs should take faraway from this:

1. A small piece of a big pie will also be very filling

Gary Halbert, the late awesome copywriter as soon as pointed out that if he may have one competitive capabilities over anything else it will be “a hungry crowd.” fogeys and college students are hungry in 2020. due to the lockdown students have had more time on their palms and commenced asking questions. the crowd is there.

related: Does That faculty Diploma really be counted for fulfillment?

Niches are the place the cash’s at for many entrepreneurs. schooling is a big box which include lots of of subjects, on-line training, tutoring, and extra. Don’t try and be every little thing for everyone. Google will focus on computing device skills. That still leaves loads of pie leftover.

2. Fortune favors the bold

courage is what it takes to be successful. Entrepreneurship isn't for the weak and tepid. You’ve got to be inclined to take calculated dangers and not using a certain effect. invoice Gates, Steve Jobs, and Mark Zuckerberg all knew the possibility after they dropped out of faculty and it labored out for them.

Universities aren’t going to surrender without a fight, however for these entrepreneurs willing to strike whereas the iron is sizzling, rewards look forward to.

three. Get in on the ground floor

whereas there's whatever to be said to being patient and looking at how things strengthen, stepping into on the ground flooring allows a number of choose individuals and companies to enjoy first mover’s potential.

four. know-how has made things convenient

know-how has advanced to the point the place one entrepreneur, from the comfort of their personal home, can run a million-dollar enterprise. Upwork, Fiverr and so forth have made it effortless to discover and appoint virtual assistants. Outsource work to individuals midway the world over has certainly not been less complicated.

related: Why the ordinary 4-yr diploma isn't chopping It Anymore

5. groups are starved for talent

For a long term, liberal art levels or levels in historical past, English lit or philosophy have allowed people to get jobs are corporations as a result of they have been the most reliable candidates attainable. Google is planning on developing people that healthy into their needs immediately and benefit from getting paid by means of them. It’s a win-win on both sides. Google receives more advantageous-qualified americans and gets lessons, college students spend less, invest less time and purchase a far better paying job.

linked:

Google's huge move to Disrupt and Upend bigger education

How One Homeschooling skilled Has Leaned Into the era of remote getting to know

6 Distance-learning resources for Working parents


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