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Test Number : Google-PCD
Test Name : Professional Cloud Developer
Vendor Name : Google
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Google-PCD test Format | Google-PCD Course Contents | Google-PCD Course Outline | Google-PCD test Syllabus | Google-PCD test Objectives

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
- practicing 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 study help

These former Google employees reunited to help households determine distance studying all over lockdown | Google-PCD practice test and genuine Questions

Ex-Google government Jonathan Rochelle jumped into action to aid households with Google's lecture room products he helped create.

Jonathan Rochelle has been fielding questions from fogeys wondering a way to support their kids from home, assisting them with Google's schooling products and speaking with Google personnel about a way to make their products superior for remote discovering.

but he would not work at Google. He left his job working Google's schooling efforts eight months ago to develop into chief product officer at task automation business Zapier.

given that Covid-19 hit, he is spent the majority of time looking at his own youngsters' studying practices and assisting others trying to navigate the alternate.

"parents and lecturers were and still are struggling to train this new world," Rochelle advised CNBC in a phone interview. "They weren't given any time. They were just informed, 'the following day, you are not instructing the manner you've gotten been educating for the final 10 years.'"

As soon because the defend-in-location mandates came down, Rochelle linked with Christopher Fong, one other former worker. the two first met after Google bought Rochelle's business 2Web applied sciences, which changed into the technology in the back of Google Sheets. today, Fong runs the Google alumni group commonly used as the "Xoogler network."

In March, Fong flew to Sydney the place his household lives and started working live online math courses for students between the ages of 5 and 12. He even up-to-date his LinkedIn title to "mum or dad aid specialist" with the description, "aiding parents who at the moment are homeschooling their youngsters as a result of the coronavirus."

He then invited Rochelle to supply an impromptu digital dialogue about gaining knowledge of from home. "Chris become like, 'whats up are you able to check with some folks who're kind of daunted during this new world?' Rochelle recalled.

Rochelle and Fong are just two of many former Google personnel who jumped in to offer domestic-getting to know components for families who were abruptly — for the primary time — gaining knowledge of from domestic as faculties closed the world over all the way through the coronavirus pandemic.

So why are so many Google personnel concentrated on this space? Fong and Rochelle consider it's because schooling and curiosity are core values that helped many personnel get hired at Google -- probably the most prestigious (and finest-paid) places to work on this planet. Now, they believe a herbal urge to pay it forward.

"Many comprehend that access to work at corporations like Google start on the youngest degrees and are enthusiastic about the use of their historical past and knowledge to support others get there." Fong said.

"also, many are actually having kids so or not it's additionally a private activity area and they can take note the customer (parents and youngsters)."

assisting each other

Many former employees have leaned on each different for aid in the procedure.

Jessie Jiang, Founder and CEO of Create and be taught, has tapped into the Xoogler community for aid and business mentoring. "I in my opinion have learned a great deal about tools from Chris," she spoke of about Fong. "The Google community has been so huge in their journey."

Jessie Jiang, founder and CEO of Create and learn all started offering free classes to college students, which teaches them about technical abilities and how to practice them in the true-world.

Jiang, who spent nine years at Google, has hosted different trade gurus like Pixar animators to present digital learning lunches, and provided 50 p.c off all courses. Jiang is additionally assisting other schooling groups log on and present their own classes, she stated.

"There are lecturers whose lives are interrupted by this total component," Jiang mentioned.

Former Google application engineer Prathima Rao left Google ultimate yr to start a web resource web site for folks known as kin Parenting. A mother of a 10-year old, Rao noted she did not locate respectable parenting supplies in the San Francisco Bay area, and with the pandemic, there are even fewer alternate options for issues like hobbies and on-line learning classes, she said.

CEO and founding father of kinfolk Parenting Prathima Rao brought supplies for parents who're conducting home gaining knowledge of.

"people do not provide parenting credit score, however it's a tough job — above all now — we're application managers to their kids," Rao mentioned. "When the safeguard in region came about within the Bay area, they started doing lite tutoring on their fb page and connecting moms with each and every different to virtual educating jobs in the event that they lost their jobs."

Rao spoke of she's nevertheless in touch together with her former supervisor, who helps her make the website superior.

"he is one of their consumers too so he offers us comments," she talked about. "the style communities are coming together -- I consider you would now not see this in a traditional time but it surely simply shows how everyone is coming together and assisting every different out."

When the pandemic begun, Quizlet CEO Matthew Glotzbach began offering premium teacher products and immediately retrofitted his company's equipment to permit small group studying settings and permit parents to take part. The beginning-up has over 400 million examine publications on each imaginable subject.

Glotzbach, who held various roles at Google-owned YouTube, joined Quizlet in 2016. however he nonetheless stays in close contact with Google's education group.

"we are staying in standard contact through this," he noted. "Google bought a corporation Socratic, an academic resource with Laura Holmes who i do know relatively smartly from Google, so we've been in contact to focus on what they are able to do during this time."

Ex-YouTube government and existing Quizlet CEO Matthew Glotzbach retrofitted his company's learning tools for households navigating far off gaining knowledge of.

To Rochelle, the collaboration looks like an extension of the Google education items he helped build, beginning when he began the Google Apps for training product team in Jan. 2013.

He credit existing Alphabet CEO Sundar Pichai, who at the time changed into in cost of main Google's Chrome, with steerage him toward education.

"if you wish to do the education aspect, i'll fund it," Rochelle recalled Pichai telling him. "Sundar agreed they should still start helping resolve educator pains and turned into assured they could locate creative methods to try this -- mainly when you consider that precise-time collaboration they added with [products like] Sheets and doctors had been obviously gaining acceptance," Rochelle referred to.

"we have all had lots of time to feel and i thought through what it could be like to have this pandemic hit 15 years in the past -- before I joined Google, before cloud apps -- there'd be so many things that would be different," he talked about. "it might be so devastating."

Broader discussions about training

some of the ex-Google employees' conversations with parents appear a bit diverse from the average dad or mum-trainer discussions.

not only are they engineering new products and evaluating technicalities of far flung learning, however they are also diving into higher questions such as the way forward for schooling.

"there is a ton of differing opinions of how to go concerning the studying models," Rochelle talked about. "This sort of pressured the difficulty to place know-how front and core and ask what is the most effective method. The conversation can get very deep very speedy."

An instance is the difference between real-time ("synchronous") studying, where a pupil interacts without delay with a instructor or parent all through a lesson, and "asynchronous" discovering, where work can be completed on the scholar's own time without interplay.

"subsequently, I've found that there isn't any single, improved approach," Rochelle mentioned. "it's all about how a scholar is compelled to engaged in type as a result of every pupil and instructor is distinct."

Fong referred to he's been listening to recently that parents — even those that love on-line getting to know — are looking to cut down monitor time, spurring sparkling debate about how lots is simply too a great deal.

"How do you balance it?" Fong spoke of. "sure, businesses are offering lessons and products for gratis but will parents keep the usage of them and, if so, will little ones get fatigued?"

both Fong and Rochelle stated they've also heard discussions about education that go beyond children, similar to adults for the reason that new knowledge within the period of remote work.

"as a result of this, individuals are pivoting their career choices and pondering what methods they could improved society," Rochelle spoke of.

"individuals are given that career alterations to some thing that doesn't count on potentially inserting themselves at risk and in additional digital or faraway work settings," Fong introduced.

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PostgreSQL-CE [1 Certification Exam(s) ]
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PTCB [2 Certification Exam(s) ]
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Qlik [2 Certification Exam(s) ]
QlikView [2 Certification Exam(s) ]
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Real-Estate [2 Certification Exam(s) ]
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SASInstitute [15 Certification Exam(s) ]
SAT [2 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
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Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
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Splunk [3 Certification Exam(s) ]
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SUSE [1 Certification Exam(s) ]
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TIA [3 Certification Exam(s) ]
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Trainers [3 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
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USMLE [1 Certification Exam(s) ]
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Veeam [2 Certification Exam(s) ]
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