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GOOGLE CLOUD ASSOCIATE (GCA)
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4.7 (2080 Ratings)
Google Cloud Professional (GCP) refers to a set of certifications offered by Google Cloud that validate an individual’s expertise and skills in various aspects of cloud computing and Google Cloud services. These certifications are designed for IT professionals, cloud architects, and developers who want to demonstrate their knowledge and proficiency in working with Google Cloud Platform (GCP).
Overview
The Syllabus
Curriculum Designed by Experts
1. Setting up a cloud solution environment
1.1 Setting up cloud projects and accounts. Activities include:
- Creating projects
- Assigning users to predefined IAM roles within a project
- Managing users in Cloud Identity (manually and automated)
- Enabling APIs within projects
- Provisioning one or more Stackdriver workspaces
1.2 Managing billing configuration. Activities include:
- Creating one or more billing accounts
- Linking projects to a billing account
- Establishing billing budgets and alerts
- Setting up billing exports to estimate daily/monthly charges
1.3 Installing and configuring the command line interface (CLI), specifically the Cloud SDK (e.g., setting the default project).
2. Planning and configuring a cloud solution
2.1 Planning and estimating GCP product use using the Pricing Calculator
2.2 Planning and configuring compute resources. Considerations include:
- Selecting appropriate compute choices for a given workload (e.g., Compute Engine, Google Kubernetes Engine, App Engine, Cloud Run, Cloud Functions)
- Using preemptible VMs and custom machine types as appropriate
2.3 Planning and configuring data storage options. Considerations include:
- Product choice (e.g., Cloud SQL, BigQuery, Cloud Spanner, Cloud Bigtable)
- Choosing storage options (e.g., Standard, Nearline, Coldline, Archive)
2.4 Planning and configuring network resources. Tasks include:
- Differentiating load balancing options
- Identifying resource locations in a network for availability
- Configuring Cloud DNS
3. Deploying and implementing a cloud solution
3.1 Deploying and implementing Compute Engine resources. Tasks include:
- Launching a compute instance using Cloud Console and Cloud SDK (gcloud) (e.g., assign disks, availability policy, SSH keys)
- Creating an autoscaled managed instance group using an instance template
- Generating/uploading a custom SSH key for instances
- Configuring a VM for Stackdriver monitoring and logging
- Assessing compute quotas and requesting increases
- Installing the Stackdriver Agent for monitoring and logging
3.2 Deploying and implementing Google Kubernetes Engine resources. Tasks include:
- Deploying a Google Kubernetes Engine cluster
- Deploying a container application to Google Kubernetes Engine using pods
- Configuring Google Kubernetes Engine application monitoring and logging
3.3 Deploying and implementing App Engine, Cloud Run, and Cloud Functions resources. Tasks include, where applicable:
- Deploying an application, updating scaling configuration, versions, and traffic splitting
- Deploying an application that receives Google Cloud events (e.g., Cloud Pub/Sub events, Cloud Storage object change notification events)
3.4 Deploying and implementing data solutions. Tasks include:
- Initializing data systems with products (e.g., Cloud SQL, Cloud Datastore, BigQuery, Cloud Spanner, Cloud Pub/Sub, Cloud Bigtable, Cloud Dataproc, Cloud Dataflow, Cloud Storage)
- Loading data (e.g., command line upload, API transfer, import/export, load data from Cloud Storage, streaming data to Cloud Pub/Sub)
3.5 Deploying and implementing networking resources. Tasks include:
- Creating a VPC with subnets (e.g., custom-mode VPC, shared VPC)
- Launching a Compute Engine instance with custom network configuration (e.g., internal-only IP address, Google private access, static external and private IP address, network tags)
- Creating ingress and egress firewall rules for a VPC (e.g., IP subnets, tags, service accounts)
- Creating a VPN between a Google VPC and an external network using Cloud VPN
- Creating a load balancer to distribute application network traffic to an application (e.g., Global HTTP(S) load balancer, Global SSL Proxy load balancer, Global TCP Proxy load balancer, regional network load balancer, regional internal load balancer)
3.6 Deploying a solution using Cloud Marketplace. Tasks include:
- Browsing Cloud Marketplace catalog and viewing solution details
- Deploying a Cloud Marketplace solution
3.7 Deploying application infrastructure using Cloud Deployment Manager. Tasks include:
- Developing Deployment Manager templates
- Launching a Deployment Manager template
4. Ensuring successful operation of a cloud solution
4.1 Managing Compute Engine resources. Tasks include:
- Managing a single VM instance (e.g., start, stop, edit configuration, or delete an instance)
- SSH/RDP to the instance
- Attaching a GPU to a new instance and installing CUDA libraries
- Viewing current running VM inventory (instance IDs, details)
- Working with snapshots (e.g., create a snapshot from a VM, view snapshots, delete a snapshot)
- Working with images (e.g., create an image from a VM or a snapshot, view images, delete an image)
- Working with instance groups (e.g., set autoscaling parameters, assign instance template, create an instance template, remove instance group)
- Working with management interfaces (e.g., Cloud Console, Cloud Shell, GCloud SDK)
4.2 Managing Google Kubernetes Engine resources. Tasks include:
- Viewing current running cluster inventory (nodes, pods, services)
- Browsing the container image repository and viewing container image details
- Working with node pools (e.g., add, edit, or remove a node pool)
- Working with pods (e.g., add, edit, or remove pods)
- Working with services (e.g., add, edit, or remove a service)
- Working with stateful applications (e.g. persistent volumes, stateful sets)
Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)
4.3 Managing App Engine and Cloud Run resources. Tasks include:
- Adjusting application traffic splitting parameters
- Setting scaling parameters for autoscaling instances
- Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)
4.4 Managing storage and database solutions. Tasks include:
- Moving objects between Cloud Storage buckets
- Converting Cloud Storage buckets between storage classes
- Setting object life cycle management policies for Cloud Storage buckets
- Executing queries to retrieve data from data instances (e.g., Cloud SQL, BigQuery, Cloud Spanner, Cloud Datastore, Cloud Bigtable)
- Estimating costs of a BigQuery query
- Backing up and restoring data instances (e.g., Cloud SQL, Cloud Datastore)
- Reviewing job status in Cloud Dataproc, Cloud Dataflow, or BigQuery
- Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)
4.5 Managing networking resources. Tasks include:
- Adding a subnet to an existing VPC
- Expanding a subnet to have more IP addresses
- Reserving static external or internal IP addresses
- Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)
4.6 Monitoring and logging. Tasks include:
- Creating Stackdriver alerts based on resource metrics
- Creating Stackdriver custom metrics
- Configuring log sinks to export logs to external systems (e.g., on-premises or BigQuery)
Viewing and filtering logs in Stackdriver - Viewing specific log message details in Stackdriver
- Using cloud diagnostics to research an application issue (e.g.,
- viewing Cloud Trace data, using Cloud Debug to view an application point-in-time)
Viewing Google Cloud Platform status - Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)
5. Configuring access and security
5.1 Managing identity and access management (IAM). Tasks include:
- Viewing IAM role assignments
- Assigning IAM roles to accounts or Google Groups
- Defining custom IAM roles
5.2 Managing service accounts. Tasks include:
- Managing service accounts with limited privileges
- Assigning a service account to VM instances
- Granting access to a service account in another project
5.3 Viewing audit logs for project and managed services.
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Skills Covered
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Why Enroll for Google Cloud Associate (GCA) ?
In-Demand Skills
GCP is one of the leading cloud platforms globally, and there is a high demand for professionals with GCP skills. By learning GCP, you'll acquire valuable skills that are sought after by employers across various industries.
Hands-On Experience
Radical GCP courses include hands-on labs, projects, and real-world scenarios that allow you to apply your knowledge in practical settings. By gaining hands-on experience with GCP, you'll develop the skills and confidence needed to succeed in cloud computing roles.
Cloud Adoption
Many organisations are migrating their infrastructure and applications to the cloud to leverage the scalability, flexibility, and cost-effectiveness offered by cloud platforms like GCP. By learning GCP, you'll be well-positioned to support organizations in their cloud adoption journey.
Career Opportunities
GCP offers a wide range of career opportunities in roles such as Cloud Engineer, Solutions Architect, Data Engineer, DevOps Engineer, and Cloud Consultant. By enrolling in a GCP course, you can prepare yourself for these in-demand roles and advance your career in cloud computing.
Global Infrastructure
GCP offers a global network of data centers spanning multiple regions and availability zones. This global infrastructure ensures low-latency access to GCP services from anywhere in the world and enables businesses to deploy applications closer to their users for improved performance and compliance.
Cutting-Edge Technologies
GCP provides a wide range of cloud services and solutions, including compute, storage, networking, databases, machine learning, and IoT. By learning GCP, you'll gain exposure to cutting-edge technologies and tools that can drive innovation and digital transformation in organizations.
Course benefits
Who Can Apply for Red Hat Linux
- Information Architects and Statisticians
- Developers looking to master Machine Learning and Predictive Analytics
- Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
- Aspirants who are looking to work as Machine Learning Experts, Data Scientists, etc.
- Anyone who wants to learn machine learning, artificial intelligence, data visualization, data analytics, data structures, and algorithms (DSA).
Why Google Cloud Associate (GCA) ?
Scalability
Scalability is key to cloud success, and the Google Cloud Associate Course Training equips you with essential skills to manage growing demands efficiently. Learn to optimize resources, scale applications seamlessly, and ensure performance under varying workloads. Unlock career growth with cloud expertise.
Flexibility
Flexibility is crucial in cloud environments. The Google Cloud Associate Course Training empowers you to adapt cloud infrastructure to evolving business needs. Master cloud services, scale easily, and customize solutions for various workloads. Build a versatile skillset for future-proof careers.
Hybrid Capabilities
Master hybrid capabilities with Google Cloud Associate Course Training. Learn to manage on-premise and cloud infrastructure seamlessly. Unlock the power of hybrid models to enhance flexibility, optimize resources, and improve scalability for diverse business needs. Advance your cloud expertise today.
Security and Compliance
Take advantage of Google Cloud Associate Course Training to improve security and compliance. Learn to protect data, ensure regulatory compliance, and implement security best practices. Build skills to safeguard cloud environments and stay ahead in an industry where security is paramount. Advance your career today!
Cost-Effectiveness
Learn cost-effectiveness with Google Cloud Associate Course Training. Master optimizing cloud resources to reduce expenses while maximizing performance. Gain skills to manage budgets efficiently and scale without overspending. Build a strong foundation for smart cloud solutions.
Innovation
Unlock innovation with Google Cloud Associate Course Training. Learn to leverage cutting-edge cloud technologies to drive business growth and transform ideas into solutions. Equip yourself with skills to innovate, adapt, and lead in a rapidly evolving digital landscape. Shape the future of tech!
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At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.
Red Hat Linux Course Projects
Infrastructure Provisioning
And Configuration Management
Implementing automated infrastructure provisioning and configuration management using Ansible. This may include setting up servers, networking devices, and other infrastructure components using playbooks and roles.Â
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And Orchestration
Automating the deployment and orchestration of applications across development, testing, and production environments. This could involve deploying web servers, databases. middleware, and other application components using Ansible
Continuous Integration
And Continuous Deployment
Integrating Ansible into CI/CD pipelines to automate software. build, test, and deployment processes. This may include automating the creation of build artifacts, running tests, and deploying applications to various environments.
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Google Cloud Associate (GCA) FAQs
What is the Google Cloud Associate / Engineer Certification?
The Google Cloud Associate / Engineer Certification is an entry-level credential that validates your ability to deploy, manage, and monitor applications on Google Cloud Platform (GCP). It demonstrates your proficiency in essential Google Cloud services, including computing, storage, networking, and security.
Who should pursue the Google Cloud Associate / Engineer Certification?
This certification is ideal for IT professionals, developers, and system administrators who want to start or advance their careers in cloud computing. It’s also suitable for individuals looking to gain foundational knowledge of Google Cloud Platform and its core services.
What are the prerequisites for the Google Cloud Associate / Engineer Certification?
There are no strict prerequisites for this certification, but having some basic knowledge of cloud computing, networking, and virtualization can be beneficial. Hands-on experience with Google Cloud Platform will also help you understand the concepts better.
What topics are covered in the Google Cloud Associate / Engineer Certification exam?
The exam covers various topics, including setting up a cloud solution environment, planning and configuring a cloud solution, deploying and implementing Google Cloud services, ensuring the successful operation of a cloud solution, and configuring access and security.
How can I prepare for the Google Cloud Associate / Engineer Certification exam?
You can prepare by taking advantage of online courses, hands-on labs, study guides, and practice exams. Enrolling in a structured training program like the one offered by Radical Technologies in Bangalore can provide you with comprehensive coverage of the exam topics.
How long is the Google Cloud Associate / Engineer Certification valid?
The certification is valid for two years from the date you pass the exam. To maintain your certification, you’ll need to recertify by taking and passing the exam again before the expiration date.
What is the format of the Google Cloud Associate / Engineer Certification exam?
The exam consists of multiple-choice and multiple-select questions. You will have two hours to complete the exam, which is available in several languages including English, Japanese, Spanish, and more.
How much does the Google Cloud Associate / Engineer Certification exam cost?
The exam typically costs around $125 USD. However, prices may vary by region, and additional taxes may apply. It’s advisable to check the official Google Cloud certification website for the most accurate and up-to-date pricing.
Where can I take the Google Cloud Associate / Engineer Certification exam?
The exam can be taken at authorized testing centers or online through remote proctoring. Ensure you have a stable internet connection and meet the technical requirements if you choose the online option.
What are the benefits of getting the Google Cloud Associate / Engineer Certification?
This certification enhances your credibility as a cloud professional, increases your job prospects, and may lead to better job roles and higher salaries. It also provides you with the skills needed to effectively manage Google Cloud environments.
What kind of jobs can I get with a Google Cloud Associate / Engineer Certification?
With this certification, you can pursue roles such as Cloud Engineer, Cloud Solutions Architect, DevOps Engineer, and IT Administrator. These roles involve deploying, managing, and scaling applications on Google Cloud Platform.
How difficult is the Google Cloud Associate / Engineer Certification exam?
The difficulty level of the exam is moderate, but it can vary depending on your experience with Google Cloud and cloud computing in general. With proper preparation and hands-on practice, most candidates find it manageable.
Can I retake the Google Cloud Associate / Engineer Certification exam if I fail?
Yes, you can retake the exam if you do not pass on your first attempt. There is a 14-day waiting period before you can retake the exam. If you fail the exam three times, you must wait 60 days before your next attempt.
Does the Google Cloud Associate / Engineer Certification include hands-on labs?
While the certification itself does not include hands-on labs, it is highly recommended to practice using Google Cloud’s free tier or through guided labs available in training courses. This practical experience is crucial for passing the exam.
What resources are available for Google Cloud Associate / Engineer Certification preparation?
There are various resources available including official Google Cloud documentation, online training courses, study guides, and practice exams. Radical Technologies in Bangalore offers comprehensive training that covers all the exam topics with hands-on experience.
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About Google Cloud Associate (GCA) Certification
The Google Cloud Associate / Engineer Certification is a foundational credential designed for individuals looking to validate their cloud skills and gain recognition in the rapidly expanding cloud computing field. As businesses worldwide increasingly migrate to the cloud, the demand for certified professionals who can design, deploy, and manage cloud infrastructure has soared. This certification is ideal for IT professionals, developers, and anyone eager to learn the fundamentals of Google Cloud Platform (GCP) and apply them in real-world scenarios.
Key Benefits
- Industry Recognition: Earning the Google Cloud Associate / Engineer Certification sets you apart in the competitive job market. It demonstrates your proficiency in Google Cloud technologies and your commitment to professional development.
- Comprehensive Skill Development: The certification covers a broad range of essential topics, including setting up a cloud environment, planning and configuring a cloud solution, deploying applications, and ensuring operational reliability. This ensures that you gain a holistic understanding of cloud computing.
- Hands-On Experience: The certification emphasizes practical skills, enabling you to work on real-world projects and scenarios. You’ll gain hands-on experience with Google Cloud services such as Compute Engine, Cloud Storage, Cloud SQL, and more.
- Career Advancement: With cloud computing skills in high demand, this certification opens doors to various roles, including Cloud Engineer, Cloud Architect, Systems Administrator, and DevOps Engineer. It also paves the way for further specialization with advanced Google Cloud certifications.
- Global Credential: Google Cloud is recognized worldwide, and this certification is a globally acknowledged credential that can enhance your job prospects in any region.
Who Should Enroll?
- IT Professionals: Those already working in IT who wish to upskill and transition into cloud-based roles.
- Developers: Individuals looking to expand their skill set to include cloud infrastructure and application deployment on Google Cloud.
- Beginners in Cloud Computing: This certification is also suitable for those new to cloud computing, as it starts with the basics and gradually builds up to more advanced concepts.
- Business Professionals: Those who work closely with cloud solutions and want to better understand Google Cloud to make informed decisions and collaborate effectively with technical teams.
Exam Details
- Exam Format: The exam typically consists of multiple-choice and multiple-select questions, designed to assess your understanding of Google Cloud’s core services and capabilities.
- Duration: The exam duration is approximately 2 hours.
- Delivery Method: The exam can be taken online or at a designated testing center.
- Prerequisites: There are no formal prerequisites for the exam, but it is recommended that candidates have at least six months of hands-on experience with Google Cloud and its services.
Applications of Google Cloud Associate (GCA)
The Google Cloud Associate / Engineer Certification is not just a credential; it’s a gateway to a wide range of applications in the cloud computing industry. This certification equips professionals with the knowledge and skills necessary to leverage Google Cloud Platform (GCP) effectively in various roles and scenarios. Below are some of the key applications of this certification:
1. Cloud Infrastructure Management
Professionals with this certification are adept at managing cloud infrastructure, including setting up virtual machines, networks, and storage solutions. They can optimize resources, ensuring that cloud environments are cost-effective, secure, and scalable. This is crucial for businesses looking to maintain a robust and efficient cloud infrastructure that can adapt to changing demands.
2. Application Deployment and Maintenance
Certified Google Cloud Associates and Engineers are skilled in deploying applications on GCP. They can manage the entire lifecycle of an application, from development to deployment and ongoing maintenance. This includes using Google Cloud services like Kubernetes Engine for containerized applications, App Engine for scalable web applications, and Compute Engine for custom virtual machines.
3. Data Management and Analytics
Google Cloud offers a suite of tools for data storage, processing, and analysis, such as BigQuery, Cloud SQL, and Dataflow. With this certification, professionals can design and implement data solutions that support complex analytics, enabling businesses to make data-driven decisions. They can also manage databases, ensuring data integrity, security, and accessibility.
4. DevOps and Continuous Integration/Continuous Deployment (CI/CD)
Certified professionals can integrate DevOps practices using Google Cloud’s tools and services. They can set up CI/CD pipelines, automate testing and deployment processes, and monitor application performance. This is essential for organizations aiming to enhance their software development lifecycle, reduce time-to-market, and maintain high-quality standards.
5. Security and Compliance
With growing concerns about data security and regulatory compliance, professionals with this certification are valuable assets to any organization. They are knowledgeable about Google Cloud’s security features, such as Identity and Access Management (IAM), encryption, and network security. They can implement best practices to protect data and ensure that cloud environments comply with industry standards and regulations.
6. Hybrid and Multi-Cloud Strategies
Organizations increasingly adopt hybrid and multi-cloud strategies to avoid vendor lock-in and leverage the best features of different cloud providers. Certified Google Cloud Engineers can design and manage such environments, integrating Google Cloud with other cloud platforms and on-premises infrastructure. This flexibility is critical for businesses looking to maximize their cloud investments.
7. Disaster Recovery and Business Continuity
Certified professionals can design and implement disaster recovery plans using Google Cloud’s services. They can ensure that critical applications and data are backed up and can be quickly restored in the event of a failure. This is vital for maintaining business continuity and minimizing downtime.
8. Machine Learning and Artificial Intelligence
Google Cloud offers powerful tools for machine learning and AI, such as TensorFlow and AI Platform. Certified engineers can deploy machine learning models and integrate AI capabilities into applications. This enables businesses to innovate, automate processes, and gain insights from their data through predictive analytics and intelligent decision-making.
9. Custom Solutions Development
Every business has unique needs, and Google Cloud Engineers can develop custom solutions tailored to specific requirements. Whether it’s creating a new application, optimizing an existing system, or integrating different services, certified professionals have the skills to deliver solutions that align with business goals.
10. Consulting and Advisory Roles
With a solid understanding of Google Cloud, certified professionals can also take on consulting roles, advising organizations on the best practices for cloud adoption, migration, and optimization. They can help businesses evaluate their current infrastructure, plan a cloud strategy, and implement solutions that drive efficiency and innovation.
Google Cloud Associate (GCA) Course Certification with Training in Bangalore
Radical Technologies is the premier institute in Bangalore, specializing in delivering top-tier Google Cloud Engineer Training and certification programs. With a strong focus on practical skills and industry-relevant knowledge, we provide comprehensive courses that cater to both beginners and professionals aiming to excel in the cloud computing domain.
Our Google Cloud Engineer Course is meticulously designed to cover all essential aspects of cloud infrastructure, application deployment, and data management on the Google Cloud Platform (GCP). We offer a robust training program for the Google Cloud Certification Associate Cloud Engineer, equipping students with the necessary skills to manage Google Cloud services effectively.
At Radical Technologies, we understand the importance of certifications in today’s competitive job market. That’s why our Google Associate Cloud Engineer Certification program is tailored to help students gain hands-on experience and confidence needed to pass the GCP Associate Cloud Engineer Certification exam. Our instructors are industry experts who bring real-world experience into the classroom, ensuring that students not only learn theoretical concepts but also understand their practical applications.
Whether you’re looking to obtain your Google Certification Cloud Engineer or seeking advanced knowledge through our GCP Certification Associate Cloud Engineer course, Radical Technologies in Bangalore is your go-to destination. Our Google Cloud Associate Cloud Engineer Course is designed to cover all the critical areas, including cloud infrastructure, networking, and security, ensuring you’re well-prepared for the Associate Google Cloud Engineer Certification.
We also offer specialized GCP Associate Cloud Engineer Training for professionals aiming to advance their careers. Our training sessions are interactive and include real-time projects, providing a deep understanding of GCP services. The Google Cloud Associate Engineer Certification program at Radical Technologies is ideal for those looking to validate their skills and expertise in managing Google Cloud environments.
As the leading institute in Bangalore for Google Cloud Associate Training, we are committed to helping our students achieve their career goals. Our Google Cloud Associate Course is comprehensive, covering all aspects necessary for the Associate Cloud Engineer Google Certification. From foundational concepts to advanced practices, our curriculum is designed to meet the highest standards of cloud education.
Join us at Radical Technologies, Bangalore, and take the next step in your cloud computing career with our industry-recognized Google Associate Engineer Certification programs. Whether you’re starting your journey or looking to enhance your existing skills, our Google Cloud Associate Cloud Engineer Training will provide you with the tools and knowledge needed to succeed in the rapidly growing field of cloud technology.
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