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What Is the Recommended List of AWS Whitepapers?

Amazon Web Services has become an integral part of the IT sector. These services form the building blocks of the applications deployed in the cloud. Because of the benefits these services offer, the professionals with expertise in the AWS are highly in demand. And what is the best way to prove your expertise other than getting AWS certifications? There are 11 certifications offered by AWS categorized according to their expertise level. AWS offers classroom and digital courses to help you prepare for these certification exams. Apart from this, AWS also recommends some whitepapers that can help you get a better grasp of the AWS concepts:1. AWS Certified Cloud Practitioner Certification ExamAWS Certified Cloud Practitioner Certification is the foundational level certification exam that will help you validate your skills and knowledge of the AWS cloud. Also, it is a prerequisite alternative for some of the AWS specialty exams. The following whitepapers are recommended for this course:Overview of Amazon Web Services – Covers all the cloud-based products offered by AWS for computing, storing, networking, analysis, databases, developing, managing, security, IoT, etc.Architecting for the Cloud – This whitepaper provides advice and guidance on architecture and how it is applied in cloud computing. You will be introduced to all the basic concepts required to design AWS solutions.How AWS Pricing works – In this whitepaper, you will learn about how AWS services are priced. It covers on-demand, reservation-based, pay-as-you-go payment model that provides the best ROI.2. AWS Certified Solutions Architect – AssociateAWS Solutions Architect certification exam validates your skills in designing distributed applications. This includes knowledge of building secure and reliable applications using the AWS platform, troubleshooting, disaster recovery, data security practices, deployment of hybrid systems, etc. To prepare for this certification exam, you must study the following AWS whitepaper:AWS Well-Architected – This whitepaper was created to help the cloud architects in building resilient, efficient, high-performing, and secure infrastructure for their system and applications. The framework provided by the AWS is based on the five pillars – Reliability, Operational Excellence, Performance Efficiency, and Cost Optimization. With this whitepaper, you will be able to learn how to use a consistent approach for evaluating architectures and implementing designs.3. AWS Certified Developer- AssociateAWS Developer certification is an associate-level certification is all about developing and maintaining applications using the AWS platform. This also covers other AWS services like storage, databases, workflow, notifications, and change management services. To ace this certification exam, you need to go through the following AWS whitepapers:AWS Security Best Practices – It is for professionals working on designing and configuring the infrastructure and applications deployed on the AWS platform. It includes the best practices used in defining the Information Security Management System (ISMS) for protecting your data and assets.Practicing Continuous Integration and Continuous Delivery on AWS – It covers the concepts and advantages of continuous integration and continuous delivery used as a part of the DevOps initiative.Implementing Microservices on AWS – This whitepaper includes how to use microservices for speeding up deployment cycles, improving scalability and maintainability, etc.Serverless Architecture with AWS Lambda – This whitepaper aims to give an overview of AWS lambda and the best practices used to build serverless applications on AWS.Optimizing Enterprise Economics with Serverless Architecture – This whitepaper is created to help the senior architects, Chief Technology Officers (CTOs), and Chief Information Officers (CIOs) get an understanding of the impact of serverless architecture on IT economics, team agility, and market.Running Containerized Microservices on AWS – It guides developers and architects on running containerized applications on the AWS platform. This includes security, lifecycle management, and architectural design patterns for containerized applications deployed on the AWS.Blue/Green Deployments on AWS – This whitepaper covers the Blue/Green deployment technique that shifts traffic between identical environments of application’s different versions to release application.4. AWS Certified SysOps Administrator -  AssociateCreated for system administrators,  AWS SysOps Administrator certification requires knowledge in operational as well as technical aspects of AWS. You must know how to deploy applications on the AWS platform, transfer data between data centers and the AWS, select the right AWS service, secure and manage the system. You can try the following whitepapers to get a better grasp of these concepts:Architecting for the Cloud – Made for developers and solutions architects, this whitepaper includes concepts on how to build solutions that can be deployed on the AWS platform. You will be learning about the benefits of attributes specific to cloud computing like infrastructure automation and elasticity.Amazon Web Services: Overview of Security Processes – This whitepaper covers the operational security and physical processes that are used for describing the server and network architecture of the AWS platform. You will be learning how to ensure the security of the data and application deployed on the AWS platform.Development and Test on Amazon Web Services – In this whitepaper, you will learn how AWS adds value to the different aspects of the software development cycle. For development, it will cover how to manage version control, project management tools, AWS environment, build process, and the best practices used on the AWS platform. For the test, it includes managing testing environment, running tests like fault tolerance testing, acceptance testing, load testing, etc. Studying this whitepaper will help you select the right scenario for your project. This whitepaper is meant for project managers, system architects, developers, and testers.Backup, Archive and Restore approaches on AWS – This whitepaper deals with solutions used for backing up your data on the cloud. There are discussions on the best practices used for protecting data on the AWS platform. You will learn about backing up, archiving, and restoring data. This whitepaper is meant for IT administrators, backup architects, and solutions architects that are working in the field of securing data in the IT environment.Amazon Virtual Private Cloud Connectivity Options – Created for Amazon VPC administrators, corporate network engineers, and architects, this whitepaper reviews the connectivity options available on the AWS. You will get an overview of all the options that can be used for facilitating network connectivity.5. AWS Certified Solutions Architect – ProfessionalFor  AWS Solutions Architect – Professional certification, a candidate must know best practices used for implementing AWS-based applications and cost-optimization. Also, they must have the skills required for migrating complex applications to the AWS platform and must be able to make architectural recommendations. Go through the following whitepapers to prepare for this certification exam:Encrypting Data at Rest – This whitepaper covers all the government or industry regulations, organizational policies involved in encryption at rest for protecting the data. You will learn about the different options that you can use for data encryption at rest available today.Web Application Hosting in the AWS Cloud – Meant for System architects and IT managers working to use the cloud for achieving scalability for meeting their computing needs, this whitepaper covers methods for achieving scalable and highly available web hosting. Migrating AWS resources to a new AWS Region - This whitepaper is created for customers of AWS who want to transfer their existing resources to a new region of AWS. It is not a definitive guide containing steps for the migrating process. However, it contains different methods and options that you can use for migrating different services to a new region.6. AWS Certified DevOps Engineer – ProfessionalThis certification demonstrates your skills of provisioning, managing, and operating applications on the AWS platform. It focuses on the fundamentals of using the DevOps movement required for automating processes and continuous delivery. You must know about implementing different methodologies used for automating the production operations. Here is a list of whitepapers you need to study to ace  AWS DevOps Engineer – Professional certification:Microservices on AWS – In this whitepaper, you will learn how to use microservices as an organizational and architectural approach for development. All the characteristics of microservices are summarized in this whitepaper including the challenges faced while building microservices. You will also learn how you can leverage the AWS as a product team to overcome these challenges.Running Containerized Microservices on AWS – In this whitepaper, there are discussions about the best architectural practices used for adopting containers on AWS. You will learn about leveraging the Microservices’ principles of Martin Fowler and mapping them to real-life considerations and twelve-factor app pattern. With this whitepaper, you will be able to use the best software design patterns and practices to build microservices.Infrastructure as Code – This whitepaper covers the Infrastructure as Code, the best practice used for automating the provision of infrastructure services. It covers the advantages of using Infrastructure as Code and leveraging the AWS’s capabilities for supporting the DevOps initiatives. This practice acts as a catalyst to attain a velocity that is more responsive to customer’s needs.7. AWS Certified Big Data – SpecialtyAWS Big Data – Specialty certification is for professionals working in the field of data analysis with experience in designing and architecting big data solutions. You must have the skills in using the AWS tools for automating the process of data analysis, security practices, architectural practices, designing and maintaining big data, etc. Following is a list of whitepapers that will help you prepare for this certification exam:Streaming Data Solutions on AWS with Amazon Kinesis – This whitepaper is created for data analysts, data engineers, and big data developers who want to shift from batch to real-time analytics. It covers the analytics’ evolution and how AWS services like Amazon Kinesis Analytics, Amazon Kinesis Firehose, and Amazon Kinesis Streams can be used for implementing real-time applications.Big Data Analytics Options on AWS – It covers big data analytics services offered by the AWS cloud. Created for data scientists, architects, and developers, this whitepaper ends with scenarios showcasing the different analytics options in working.AWS Database Migration Service Best practices – This paper gives an overview of all the best practices used for AWS DMS. This service allows the organization to minimize their associated downtime while changing database engines and migrating the database workloads to the AWS platform.Migrating Applications to AWS – In this whitepaper, you will learn how to use AWS Data Migration Service and AWS Schema Conversion Tool for transferring the on-premise database to the Amazon Relational Database Service. It covers all the features and benefits of using these tools and a step-by-step guide for migrating the database to the Amazon RDS. There are discussions on data migration and schema processes irrespective of the target database.8. AWS Certified Advanced Networking -  SpecialtyTo ace  AWS Advanced Networking -  Specialty certification, you must know how to use the AWS platform for performing complex networking tasks using the hybrid IT networking architecture. You should know how to architect and implement network solutions using AWS services. Also, you must be an expert in implementing compliance, automating tasks, optimizing the network, troubleshooting, etc. The following list of whitepapers will help you prepare for this exam:AWS Best Practices for DDoS Resiliency – This whitepaper will help you improve the application's resiliency against the Distributed Denial of Service attacks. You will be learning about the attacks, the capabilities of AWS, DDoS-resilient reference architecture, and migration techniques. This paper is created for security engineers and IT decision-makers working in the field of security, networking, and AWS.An Introduction to High-Performance Computing on AWS – In this paper, you will cover the benefits of using HPC workloads for computing on AWS. You will learn about how cloud services are used by organizations for gaining access to the most advanced computing capabilities.Integrating AWS with Multiprotocol Label Switching - This whitepaper covers the best high-availability architectural practices used for integrating the Amazon Virtual Private Cloud to the Multiprotocol Label Switching network.9. AWS Certified Security – SpecialtyTo prepare for  AWS Security – Specialty certification, you must know the basics of security and the security services offered on the AWS platform like data encryption, identity, and access management, monitoring, incident response, logging, data protection, etc. Here is a list of whitepapers that will help you get a clear understanding of the above-mentioned concepts:AWS Key Management Service Best Practices – This whitepaper covers the usage of AWS KMS, the difference between different customer master keys, auditing the use of keys, ensuring least privilege using AWS KMS key policies, etc.AWS Security Best Practices – In this whitepaper, you will get an overview of topics like identifying, protecting, and categorizing assets of AWS and managing the AWS resources’ accessing details. You will also learn how you can secure data, application, operating system and the infrastructure.Security at Scale: Governance in AWS -  This whitepaper will help you learn how to use the resources of AWS to achieve high-level governance. You will go through the features and governance related to the services of AWS. Using the AWS platform for building your integrated environment is also covered in this whitepaper.Security at Scale: Logging in AWS – This whitepaper covers all the logging requirements of common compliance. You will also learn about all the features of AWS CloudTrail and how it satisfies the logging requirement.AWS Security Best Practices – This whitepaper provides an overview of security topics like identification, categorization, and protection of assets on AWS, management of access to AWS resources, and discussions on different ways used for securing data, operating system, application, and the overall infrastructure.Security at Scale: Governance in AWS -  This paper covers methods of achieving high-level governance using the AWS resources. With the help of this paper, you will be able to understand the features of security and governance incorporated in the AWS services and how you can build your integrated environment on the AWS platform.Security at Scale: Logging in AWS – With this whitepaper, you will get a complete overview of the requirements of common compliance in relation to logging. Apart from this, you will also learn about the different features of AWS CloudTrail and how it can be used for satisfying the logging requirements.10. AWS Certified Machine Learning – SpecialtyThis  AWS Machine Learning – Specialty certification is for professionals who know how to create, implement, and maintain Machine Learning solutions. The exam validates your skills to design secure, reliable, cost-optimized, and scalable solutions for machine learning problems. You should also know how to identify the right AWS service. The following whitepapers will help you ace this certification:Machine Learning Foundations – This paper will help create a foundation of Machine Learning and Artificial Intelligence and how technicians and researchers can use AWS services for deploying machine learning solutions.Managing Machine Learning Projects – This whitepaper covers the best practices used to manage machine learning projects. You will learn to manage and mitigate the risks involved in the deliverance of the complex machine learning systems. It is intended for software development engineers, data scientists, managers, and business stakeholders.Power Machine Learning at Scale – It includes the best practices used for the execution of machine learning workflows. You will learn about the recommended solutions, challenges, and end-to-end considerations as well as execution of parallelized modeling at scale thorough high-performance computing on AWS.These whitepapers will aid in expanding the knowledge of the AWS cloud. The technical content of these whitepapers including the guides, reference material, and reference architecture diagrams is written by the AWS community.
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What Is the Recommended List of AWS Whitepapers?

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  • by Joydip Kumar
  • 06th Sep, 2019
  • Last updated on 17th Sep, 2019
  • 17 mins read
What Is the Recommended List of AWS Whitepapers?

Amazon Web Services has become an integral part of the IT sector. These services form the building blocks of the applications deployed in the cloud. Because of the benefits these services offer, the professionals with expertise in the AWS are highly in demand. And what is the best way to prove your expertise other than getting AWS certifications? 

There are 11 certifications offered by AWS categorized according to their expertise level. AWS offers classroom and digital courses to help you prepare for these certification exams. Apart from this, AWS also recommends some whitepapers that can help you get a better grasp of the AWS concepts:

1. AWS Certified Cloud Practitioner Certification Exam

AWS Certified Cloud Practitioner Certification is the foundational level certification exam that will help you validate your skills and knowledge of the AWS cloud. Also, it is a prerequisite alternative for some of the AWS specialty exams. The following whitepapers are recommended for this course:

  • Overview of Amazon Web Services – Covers all the cloud-based products offered by AWS for computing, storing, networking, analysis, databases, developing, managing, security, IoT, etc.
  • Architecting for the Cloud – This whitepaper provides advice and guidance on architecture and how it is applied in cloud computing. You will be introduced to all the basic concepts required to design AWS solutions.
  • How AWS Pricing works – In this whitepaper, you will learn about how AWS services are priced. It covers on-demand, reservation-based, pay-as-you-go payment model that provides the best ROI.

2. AWS Certified Solutions Architect – Associate

AWS Solutions Architect certification exam validates your skills in designing distributed applications. This includes knowledge of building secure and reliable applications using the AWS platform, troubleshooting, disaster recovery, data security practices, deployment of hybrid systems, etc. To prepare for this certification exam, you must study the following AWS whitepaper:

  • AWS Well-Architected – This whitepaper was created to help the cloud architects in building resilient, efficient, high-performing, and secure infrastructure for their system and applications. The framework provided by the AWS is based on the five pillars – Reliability, Operational Excellence, Performance Efficiency, and Cost Optimization. With this whitepaper, you will be able to learn how to use a consistent approach for evaluating architectures and implementing designs.

3. AWS Certified Developer- Associate

AWS Developer certification is an associate-level certification is all about developing and maintaining applications using the AWS platform. This also covers other AWS services like storage, databases, workflow, notifications, and change management services. To ace this certification exam, you need to go through the following AWS whitepapers:

  • AWS Security Best Practices – It is for professionals working on designing and configuring the infrastructure and applications deployed on the AWS platform. It includes the best practices used in defining the Information Security Management System (ISMS) for protecting your data and assets.
  • Practicing Continuous Integration and Continuous Delivery on AWS – It covers the concepts and advantages of continuous integration and continuous delivery used as a part of the DevOps initiative.
  • Implementing Microservices on AWS – This whitepaper includes how to use microservices for speeding up deployment cycles, improving scalability and maintainability, etc.
  • Serverless Architecture with AWS Lambda – This whitepaper aims to give an overview of AWS lambda and the best practices used to build serverless applications on AWS.
  • Optimizing Enterprise Economics with Serverless Architecture – This whitepaper is created to help the senior architects, Chief Technology Officers (CTOs), and Chief Information Officers (CIOs) get an understanding of the impact of serverless architecture on IT economics, team agility, and market.
  • Running Containerized Microservices on AWS – It guides developers and architects on running containerized applications on the AWS platform. This includes security, lifecycle management, and architectural design patterns for containerized applications deployed on the AWS.
  • Blue/Green Deployments on AWS – This whitepaper covers the Blue/Green deployment technique that shifts traffic between identical environments of application’s different versions to release application.

4. AWS Certified SysOps Administrator -  Associate

Created for system administrators,  AWS SysOps Administrator certification requires knowledge in operational as well as technical aspects of AWS. You must know how to deploy applications on the AWS platform, transfer data between data centers and the AWS, select the right AWS service, secure and manage the system. You can try the following whitepapers to get a better grasp of these concepts:

  • Architecting for the Cloud – Made for developers and solutions architects, this whitepaper includes concepts on how to build solutions that can be deployed on the AWS platform. You will be learning about the benefits of attributes specific to cloud computing like infrastructure automation and elasticity.
  • Amazon Web Services: Overview of Security Processes – This whitepaper covers the operational security and physical processes that are used for describing the server and network architecture of the AWS platform. You will be learning how to ensure the security of the data and application deployed on the AWS platform.
  • Development and Test on Amazon Web Services – In this whitepaper, you will learn how AWS adds value to the different aspects of the software development cycle. For development, it will cover how to manage version control, project management tools, AWS environment, build process, and the best practices used on the AWS platform. For the test, it includes managing testing environment, running tests like fault tolerance testing, acceptance testing, load testing, etc. Studying this whitepaper will help you select the right scenario for your project. This whitepaper is meant for project managers, system architects, developers, and testers.
  • Backup, Archive and Restore approaches on AWS – This whitepaper deals with solutions used for backing up your data on the cloud. There are discussions on the best practices used for protecting data on the AWS platform. You will learn about backing up, archiving, and restoring data. This whitepaper is meant for IT administrators, backup architects, and solutions architects that are working in the field of securing data in the IT environment.
  • Amazon Virtual Private Cloud Connectivity Options – Created for Amazon VPC administrators, corporate network engineers, and architects, this whitepaper reviews the connectivity options available on the AWS. You will get an overview of all the options that can be used for facilitating network connectivity.

5. AWS Certified Solutions Architect – Professional

For  AWS Solutions Architect – Professional certification, a candidate must know best practices used for implementing AWS-based applications and cost-optimization. Also, they must have the skills required for migrating complex applications to the AWS platform and must be able to make architectural recommendations. Go through the following whitepapers to prepare for this certification exam:

  • Encrypting Data at Rest – This whitepaper covers all the government or industry regulations, organizational policies involved in encryption at rest for protecting the data. You will learn about the different options that you can use for data encryption at rest available today.
  • Web Application Hosting in the AWS Cloud – Meant for System architects and IT managers working to use the cloud for achieving scalability for meeting their computing needs, this whitepaper covers methods for achieving scalable and highly available web hosting. 
  • Migrating AWS resources to a new AWS Region - This whitepaper is created for customers of AWS who want to transfer their existing resources to a new region of AWS. It is not a definitive guide containing steps for the migrating process. However, it contains different methods and options that you can use for migrating different services to a new region.

6. AWS Certified DevOps Engineer – Professional

This certification demonstrates your skills of provisioning, managing, and operating applications on the AWS platform. It focuses on the fundamentals of using the DevOps movement required for automating processes and continuous delivery. You must know about implementing different methodologies used for automating the production operations. Here is a list of whitepapers you need to study to ace  AWS DevOps Engineer – Professional certification:

  • Microservices on AWS – In this whitepaper, you will learn how to use microservices as an organizational and architectural approach for development. All the characteristics of microservices are summarized in this whitepaper including the challenges faced while building microservices. You will also learn how you can leverage the AWS as a product team to overcome these challenges.
  • Running Containerized Microservices on AWS – In this whitepaper, there are discussions about the best architectural practices used for adopting containers on AWS. You will learn about leveraging the Microservices’ principles of Martin Fowler and mapping them to real-life considerations and twelve-factor app pattern. With this whitepaper, you will be able to use the best software design patterns and practices to build microservices.
  • Infrastructure as Code – This whitepaper covers the Infrastructure as Code, the best practice used for automating the provision of infrastructure services. It covers the advantages of using Infrastructure as Code and leveraging the AWS’s capabilities for supporting the DevOps initiatives. This practice acts as a catalyst to attain a velocity that is more responsive to customer’s needs.

7. AWS Certified Big Data – Specialty

AWS Big Data – Specialty certification is for professionals working in the field of data analysis with experience in designing and architecting big data solutions. You must have the skills in using the AWS tools for automating the process of data analysis, security practices, architectural practices, designing and maintaining big data, etc. Following is a list of whitepapers that will help you prepare for this certification exam:

  • Streaming Data Solutions on AWS with Amazon Kinesis – This whitepaper is created for data analysts, data engineers, and big data developers who want to shift from batch to real-time analytics. It covers the analytics’ evolution and how AWS services like Amazon Kinesis Analytics, Amazon Kinesis Firehose, and Amazon Kinesis Streams can be used for implementing real-time applications.
  • Big Data Analytics Options on AWS – It covers big data analytics services offered by the AWS cloud. Created for data scientists, architects, and developers, this whitepaper ends with scenarios showcasing the different analytics options in working.
  • AWS Database Migration Service Best practices – This paper gives an overview of all the best practices used for AWS DMS. This service allows the organization to minimize their associated downtime while changing database engines and migrating the database workloads to the AWS platform.
  • Migrating Applications to AWS – In this whitepaper, you will learn how to use AWS Data Migration Service and AWS Schema Conversion Tool for transferring the on-premise database to the Amazon Relational Database Service. It covers all the features and benefits of using these tools and a step-by-step guide for migrating the database to the Amazon RDS. There are discussions on data migration and schema processes irrespective of the target database.

8. AWS Certified Advanced Networking -  Specialty

To ace  AWS Advanced Networking -  Specialty certification, you must know how to use the AWS platform for performing complex networking tasks using the hybrid IT networking architecture. You should know how to architect and implement network solutions using AWS services. Also, you must be an expert in implementing compliance, automating tasks, optimizing the network, troubleshooting, etc. The following list of whitepapers will help you prepare for this exam:

  • AWS Best Practices for DDoS Resiliency – This whitepaper will help you improve the application's resiliency against the Distributed Denial of Service attacks. You will be learning about the attacks, the capabilities of AWS, DDoS-resilient reference architecture, and migration techniques. This paper is created for security engineers and IT decision-makers working in the field of security, networking, and AWS.
  • An Introduction to High-Performance Computing on AWS – In this paper, you will cover the benefits of using HPC workloads for computing on AWS. You will learn about how cloud services are used by organizations for gaining access to the most advanced computing capabilities.
  • Integrating AWS with Multiprotocol Label Switching - This whitepaper covers the best high-availability architectural practices used for integrating the Amazon Virtual Private Cloud to the Multiprotocol Label Switching network.

9. AWS Certified Security – Specialty

To prepare for  AWS Security – Specialty certification, you must know the basics of security and the security services offered on the AWS platform like data encryption, identity, and access management, monitoring, incident response, logging, data protection, etc. Here is a list of whitepapers that will help you get a clear understanding of the above-mentioned concepts:

  • AWS Key Management Service Best Practices – This whitepaper covers the usage of AWS KMS, the difference between different customer master keys, auditing the use of keys, ensuring least privilege using AWS KMS key policies, etc.
  • AWS Security Best Practices – In this whitepaper, you will get an overview of topics like identifying, protecting, and categorizing assets of AWS and managing the AWS resources’ accessing details. You will also learn how you can secure data, application, operating system and the infrastructure.
  • Security at Scale: Governance in AWS -  This whitepaper will help you learn how to use the resources of AWS to achieve high-level governance. You will go through the features and governance related to the services of AWS. Using the AWS platform for building your integrated environment is also covered in this whitepaper.
  • Security at Scale: Logging in AWS – This whitepaper covers all the logging requirements of common compliance. You will also learn about all the features of AWS CloudTrail and how it satisfies the logging requirement.
  • AWS Security Best Practices – This whitepaper provides an overview of security topics like identification, categorization, and protection of assets on AWS, management of access to AWS resources, and discussions on different ways used for securing data, operating system, application, and the overall infrastructure.
  • Security at Scale: Governance in AWS -  This paper covers methods of achieving high-level governance using the AWS resources. With the help of this paper, you will be able to understand the features of security and governance incorporated in the AWS services and how you can build your integrated environment on the AWS platform.
  • Security at Scale: Logging in AWS – With this whitepaper, you will get a complete overview of the requirements of common compliance in relation to logging. Apart from this, you will also learn about the different features of AWS CloudTrail and how it can be used for satisfying the logging requirements.

10. AWS Certified Machine Learning – Specialty

This  AWS Machine Learning – Specialty certification is for professionals who know how to create, implement, and maintain Machine Learning solutions. The exam validates your skills to design secure, reliable, cost-optimized, and scalable solutions for machine learning problems. You should also know how to identify the right AWS service. The following whitepapers will help you ace this certification:

  • Machine Learning Foundations – This paper will help create a foundation of Machine Learning and Artificial Intelligence and how technicians and researchers can use AWS services for deploying machine learning solutions.
  • Managing Machine Learning Projects – This whitepaper covers the best practices used to manage machine learning projects. You will learn to manage and mitigate the risks involved in the deliverance of the complex machine learning systems. It is intended for software development engineers, data scientists, managers, and business stakeholders.
  • Power Machine Learning at Scale – It includes the best practices used for the execution of machine learning workflows. You will learn about the recommended solutions, challenges, and end-to-end considerations as well as execution of parallelized modeling at scale thorough high-performance computing on AWS.

These whitepapers will aid in expanding the knowledge of the AWS cloud. The technical content of these whitepapers including the guides, reference material, and reference architecture diagrams is written by the AWS community.

Joydip

Joydip Kumar

Solution Architect

Joydip is passionate about building cloud-based applications and has been providing solutions to various multinational clients. Being a java programmer and an AWS certified cloud architect, he loves to design, develop, and integrate solutions. Amidst his busy work schedule, Joydip loves to spend time on writing blogs and contributing to the opensource community.


Website : http://geeks18.com/

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Through an understanding of these processes, they will be able to design a solution best fit for the environment.Meeting stakeholders’ requirements: A particularly challenging aspect of software product development is to meet the requirements of stakeholders. A product usually has many technical and non-technical stakeholders. The aim of a solution architecture is to make sure all their requirements are taken into consideration. Stakeholders need to be informed about the processes, budgeting, and costs of product development on a regular basis. A solution architect performs this task by translating the technical details of the project into a language that non-technical stakeholders and management can understand.Taking project constraints into account: There are always certain limitations or constraints associated with a project, including:technologyscoperisks cost timequality    resourcesFor example, the technologies used for building a product should suit the requirements of its modules. The software documentation defines the scope of a project, which includes its goals, features, functions, and tasks. There is also a budget allocated for every project.Aspects like these are project constraints and they have their own limitations. A solution architect needs to understand all the constraints and compare them for making managerial and technological decisions as per the project goals.Selecting the technology stack for the project: A vital task performed by solutions architect is to select the right technologies for the development of products. The strategy of technical architecture depends directly on the technology stack that is chosen. Several different practices exist with regards to platforms, tools and programming languages. The function of a solution architect is finding which of these practices are most suitable for the project. It is a complicated task that requires assessing and comparing technology.Complying to the non-functional requirements: There are non-functional requirements as well that a software project has to meet. These requirements describing the system characteristics are called quality attributes. Non-functional requirements can differ according to the complexity of the product. The common requirements include security, maintainability, performance, usability, reliability, and scalability of a product. All these non-functional requirements are analyzed by the solution architect for ensuring product engineering meets these requirements. Main Roles and Duties of a Solution ArchitectConducting architectural evaluation, analysis, and design of enterprise-wide systemsStimulating appropriate design discipline and design tools like IBM RationalEnsuring delivery of robust system solutions by the application architecture team to the architect businessDeveloping, enhancing and maintaining established process and procedure of service design for assuring appropriate and robust service designWork with the enterprise architect for making sure the architecture and strategic blueprints are complied withForming part of a high-performance solution architecture team that supports the developmental effort of a business-oriented projectPlanning, designing and executing complex company level solution configurationPreparation and presentation of a test plan, lab reports, technical presentations and analyst briefings for covering different solution areasBe responsible for the best current practices and suggestionsCollaboration with the IT development team for ensuring suitable translation of architectural solution into robust and effective implementationMaking sure configuration management continues the way it shouldIdentification of customer requirements, analysis of alternatives and conducting product recommendations associated with platform, software and network configurationsWork with sales department for performing demonstration and conversing requirementsInitiate contact with the client to provide a complete team effortPrimary responsibilities:Understanding the needs of the company for defining system specificationsPlanning and designing the technology solution structureCommunication system requirements to the software development teamEvaluation and choosing suitable hardware or software and suggesting methods for integrationOverseeing assigned programs and guiding the team membersProviding assistance when technical problems ariseMaking sure the agreed infrastructure and architecture are implementedAddressing the technical concerns, suggestions, and ideasMonitoring systems to make sure they meet business goals as well as user requirementsSkills Required to become a Solution ArchitectThe role of a solution architect is a technical one and involves the translation of functional requirements into robust solutions. Individuals looking to get a job as a solution architect must possess AWS solutions architect certification and have a relevant degree along with certain skills, including:Technical literacy: A high level of technical literacy is required to become a solution architect. It allows them to figure out how a particular solution fits with the current structure of the organization. They also need to assist the development of requirements and specificationsAnalytical assessment: Solution architects are required to examine the current system of the client, which involves extreme analysis. They also need to analyze to determine the overall scope and requirements of the projectManaging schedule: Right time management skills are required for determining milestones and schedules for development and ensuring timely completion of deliverablesLeading the team: Solution architects need to know how to motivate and lead since they directly oversee development teams throughout the development lifecycles of projectsCommunication skills: Excellent verbal and written communication skills are also required since the role involves communication with clients, external vendors and team membersSolving problems: The system limitations or client specification can change during development. Solution architects need to use their problem-solving skills for changing directions quickly as per the updated limitations or specifications.When is Solution Architecture Needed by a Company?Technology consulting organizations can introduce solution architecture to the corporate structure if the integration process of the software system is not systematic. A solution architect is not required for all the projects. Solution architecture won’t be required if a single proven tech module is being implemented. However, it is advisable to consider solution architecture services when the projects grow to be more complicated, entailing different risks and processes. A solution architect is needed when:It is unknown which solution is the best fit for the company ecosystem: It is important that there exists a link between a particular project and enterprise architecture. Solution architectures make sure company environment standards are met by the solutionA digital transformation project is being run: Projects involving digital transformation requires businesses to reevaluate what they deliver to customers or how they deliver it. It cannot be done without linking business and technological tasks, which is what a solution architect doesThere are a lot of risks involved: In projects that involve different technological risks, uncertain requirements, implementation of multiple products or unapproved underlying technologies, it is necessary to have a solution architectA future product has to be presented to investors: In this case, solution architects help suggest suitable technologies for matching production requirements. They also communicate in clear and understandable business termsCommunications between engineers and stakeholders have to be set up: There can be a communication gap between a non-technical and technical specialist. Solution architects help bridge that gapThe project involves multiple teams: Larger projects require someone for managing the designers, business or technical architect teams for producing quality outcomes. To sum it all up, solution architecture forms the underpinning of all IT projects, regardless of whether the company actually adopts this practice or not. Deliberate introduction of solution architecture allows the building of the framework that aligns with skills, resources, and technology of defined business goals. Conventionally, mid-size and small companies do not practice solution architecture. The problems related to solution architecture are delegated across different roles with the product and development team. It is a good option for small projects that have predictable outcomes. However, a specialist will definitely be required if the enterprise architecture itself is complex with multiple software products being introduced into the ecosystem. A solution architect is a specialist for such needs.
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What Are the Roles and Responsibilities of AWS Cer...

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What are the Eligibility Requirements to Get AWS Certified?

AWS has dominated the field of cloud computing in recent years as a robust and infallible provider of cloud services. As more and more companies are shifting their workload to the cloud, cloud computing has become a must-have, core competency in the organization. AWS offers different levels for different certifications. If you are working in AWS, a certification will help you demonstrate your skills. So, you need to select one that matches your domain and experience. With an AWS certification in your hand, you will be able to display the most-in demand skills that are validated by none other than Amazon.  As per the RightScale State of the Cloud report of 2018, 68% of SMBs and 64% of the enterprises are using AWS to run their applications. A continuous stream of new, improved services, geographic expansion, and financial performance indicates that AWS is going to be in demand for a long time.Currently, AWS offers 11 different certifications. To earn these certifications, there are no set-in-stone steps. However, we have enlisted a few straight-forward steps that will help you create a plan to become AWS certified:The first step is to enroll in a training class. This will help you get an in-depth knowledge of AWS and cloud computing.Gather all the exams and study guides you can find and review them.Practice as much as you can. It will help reduce any stress you might have regarding the certification exam.Once you think  you are prepared, schedule the exam.It is important to choose the right certification exam to attempt based on your expertise, qualification and experience. The AWS certifications have four levels:FoundationalAssociateProfessionalSpecialty.Let’s learn about the certifications offered by AWS and their eligibility requirements:1. AWS Certified Cloud Practitioner – Foundational CertificationThis entry-level certification is the newest certification offered by the AWS. This was created to test the candidate’s knowledge of the AWS Cloud. In the Cloud Practitioner certification exam, the areas that will be covered include knowledge of AWS cloud and its infrastructure, fundamental principles of the AWS architecture, basic compliance and security measures, the shared responsibility model, identifying technical assistance and sources of documentation, defining billing, pricing models, and account management, key services and common use cases of AWS, AWS cloud’s value proposition, and operating and deploying principles. It is recommended to take this exam before you move on to associate or professional level certifications.To be eligible for this certification exam, a candidate must have: Basic knowledge of the IT services and solutions and how they are used in the AWS platform. Minimum of 6 months of working experience in AWS cloud in a sales, managerial, purchase, technical, or financial role.The average annual salary of an AWS Certified Cloud Practitioner is between $90,512 and $113,932.2. AWS Certified Solutions Architect – AssociateIf you know how to design distributed applications, then solutions architect certification exam is for you. It will allow you to validate your skills of designing, implementing, and managing applications using services and tools available on the AWS platform.The exam will test your knowledge of networking technologies and their application in AWS, working of AWS-based applications, connecting AWS platform to the client’s interfaces, building applications on the AWS platform that are secure and reliable, deploying hybrid systems with AWS components and on-premises data center, designing scalable and highly available systems, deploying and implementing applications on AWS, and troubleshooting, data security practices, and disaster recovery techniques related to AWS.The eligibility requirements for this certification exam include:At least 1 year of working experience in designing and deploying applications on the AWS platform. Expertise in at least 1 high-level programming language,  ability to identify the requirements of an application, defining best practices for securing the AWS application and deploying hybrid systems with AWS components is required.An AWS Certified Solutions Architect – Associate level has an annual income of $117,773 per year.3. AWS Certified Developer – AssociateThis Developer Associate Certification exam is all about how to develop and maintain applications on the AWS platform. You must have the knowledge and skills of writing code that can access the AWS applications from the custom business application using the AWS software.During the exam, your understanding of the core AWS services and basic architecture of the AWS platform will be tested. You must have had experience in designing, implementing, deploying, and maintaining AWS-based applications. Apart from this, you must also have knowledge of key AWS services like databases, change management services, workflow services, notifications, and storage services.One must satisfy certain eligibility criteria to take the AWS Certified Developer – Associate exam:Knowledge of the AWS architecture, services offered by the AWS and their uses. Proficiency in using the AWS platform for designing, building, and deploying cloud-based applications as well as applications built for Amazon SNS, SQS, SWS, DynamoDB, S3, CloudFormation, and Elastic Beanstalk. Knowledge of at least one high-level programming language. At least 1 year of working experience in designing and maintaining AWS-based cloud applicationsAn AWS Certified Developer- Associate’s average annual income is $130, 272.4. AWS Certified SysOps Administrator – AssociateThe SysOps Administrator certification exam is the only exam offered by AWS that is completely for system administrators.  To pass this exam, a candidate must have conceptual knowledge as well as technical expertise in operational aspects of the AWS. During the exam, you skills in using the AWS platform for deploying applications, transferring data between the AWS and the data centers, meeting the needs of an organization by selecting the right AWS service, knowledge of how to provision, secure, and manage systems deployed in an AWS environment will be tested.To be eligible for the AWS Certified Developer – Associate exam, the following are required: One or more years of working experience in operating and managing applications deployed on the AWS platform. Must be able to provide guidance on how to deploy and operate applications on AWS, define and identify the best practices available on the AWS for the complete project’s lifecycle as well as the solutions for the applications based on AWS, and understand how to operate, provision and maintain AWS based systems.Every year, an AWS Certified SysOps Administrator – Associate makes about $130,6105. AWS Certified Solutions Architect – ProfessionalA professional AWS architect is responsible for evaluating the requirements of the organization and then making architectural recommendations in order to implement and deploy AWS-based applications. To get this certification, a candidate must have experience and technical skills required to design applications on the AWS platform.The exam for the AWS Solutions Architect – Professional certification will include practices implemented for architecting the AWS-based applications. The candidate must have knowledge of the strategies used for cost optimizations. Also, they must know how to fulfill the application’s requirements by choosing the correct AWS service and how to migrate different, complex applications system to the AWS platform.To be eligible for this certification exam, a candidate must have:At least 2 years of working experience in designing and deploying AWS-based cloud architecture. Skills to recommend services that can be used to design, provision, and deploy AWS-based applications Familiarity with the practices involved in implementing the AWS application’s architecture. Expertise in high-level programming language.As an AWS Certified Solutions Architect – Professional, you will be able to earn $167,500 per year.6. AWS Certified DevOps Engineer – ProfessionalThis certification validates your skills to provision, operate and manage AWS-based applications. The focus of the exam is on the fundamental concepts of the DevOps movement – automation of processes and continuous delivery.During the certification exam, the candidate will be tested on concepts like the modern continuous delivery methodologies and their implementation in the CD systems, setting up, logging, and monitoring systems on AWS, implementation of scalable and highly available systems on AWS, and designing and managing tools required for enabling the automation of production operations.As a DevOps Engineer, a candidate must fulfill certain requirements to be eligible for the AWS Certified DevOps – Professional exam. This includes:Two or more years of working experience in provisioning, managing, and operating applications deployed in the AWS environmentExperience in developing code in a high-level programming languageKnowledge of automation and testing using scripting and programming languages as well as other development processes and methodologies like Agile.The average annual salary of an AWS Certified DevOps Engineer – Professional is $137,724.7. AWS Certified Big Data – SpecialtyThis specialty certification from AWS is for a candidate working in the field of data analytics and have worked with AWS services to design and architect solutions for big data. The certification exam validates the candidate’s skills to use the AWS services to extract the value from data.The areas covered in the exam include implementation of big data services of AWS through best architectural practices, automating the data analysis process using the AWS tools, providing best security practices for big data solutions, knowing how to design and maintain big data, and other AWS services like Athena, Kinesis, Rekognition, and Quicksight.To be eligible for the AWS Certified Big Data – Specialty exam, a candidate must satisfy certain requirements:At least 5 years of experience working in the field of data analytics. Experience in designing and developing robust, scalable, and cost-effective architecture for data processing. Understanding of how to define and architect big data services of AWS and how they exist in the lifecycle of data this includes how to collect, ingest, store, process or visualize.An AWS Certified Big Data – Specialty professional can earn up to $99,909 per year.8. AWS Certified Advanced Networking – SpecialtyThis certification will validate your skills of using the hybrid IT networking architecture and the AWS platform to perform complex tasks related to networking. To ace this exam, one must have experience in implementing and architecting network solutions and knowledge of using the AWS for networking.The areas covered during this exam includes how to design, develop, and deploy AWS-based cloud solutions, using the best architectural practices to implement core services, troubleshooting, optimizing network, implementing compliance and security design, automating the tasks of AWS for network deployments. Also, they must know how to design and maintain network architecture for the AWS platform and leverage analysis and automation tools used for networking tasks on the AWS platform.One must fulfill certain requirements to be eligible for the AWS Certified Advanced Networking – Specialty exam. They must have: Minimum 5 years of working experience in architecting and implementing network solutions. Knowledge and understanding of concepts and technologies used in AWS networking.An AWS Certified Networking specialist can earn up to $113,065 per year.9. AWS Certified Security - SpecialtyFor this certification, you will have to master the fundamentals of the security, the best practices used and have a deep understanding of the key security services on the AWS platform. You will be tested on topics like encryption, data protection, identity and access management, logging, infrastructure security, monitoring, and incident response.The certification exam will cover topics like how to use AWS services to get the desired security level depending on the deployment method and data sensitivity. This also includes using the best data protection techniques like encryption mechanisms, monitoring solutions and implementing logging for analyzing and detecting weaknesses and vulnerabilities in the infrastructure’s security.The eligibility requirements for the AWS Certified Security – Specialty exam are:At least 5 years of experience as an IT security personnel on designing and implementing security solutions. 2 or more years of working experience in securing AWS workloads and knowledge of using security controls for AWS workloads.The annual remuneration of an AWS Certified Security – Specialty professional is $122,155.10. AWS Certified Alexa Skill Builder – SpecialtyThis certification will help you demonstrate your skill in creating, deploying, and testing Amazon Alexa. If you are currently working as an Alexa skill builder, this exam is for you.The exam will cover concepts like the value of the voice, Alexa developer console, implementing security measures by following Alexa and AWS practices, and user experience design.Anyone wanting to get AWS Certified Alexa Skill Builder – Specialty must have:More than 6 months of working experience in a programming knowledge as well as using Alexa Skills Kit to build Alexa skills11. AWS Certified Machine Learning SpecialtyThis certification exam will validate your skills in creating, implementing, and maintaining machine learning solutions for different business problems.During the certification exam, the covered areas will be selecting the best machine learning approach for a given problem, designing and implementing machine learning solutions that are secure, scalable, cost-optimized, and reliable, and identifying the right AWS solution for creating and deploying ML solutions.The eligibility requirement for this certification is:1 to 2 years of working experience in using the AWS cloud for implementing concepts of Machine Learning as well as deep learning. Background in developing and data science.AWS Services have become a major player in the internet infrastructure industry. With the AWS certifications in your hand, you will be able to beat the crowd for the best opportunities. Knowing the eligibility requirements for AWS will help you select which AWS certification is the best for you. This will allow you to prepare for the exam accordingly. All the figures mentioned above are accurate as of August 2019 and are sourced from online job portals such as Indeed.com, Salary.com, Glassdoor.com, etc.
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How Much Salary do Top AWS Certified Professionals earn?

Since the advent of Amazon Web Services, the landscape of the internet’s infrastructure has vastly changed. The services are becoming quite popular because of the ease and scalability they provide in a number of processes. Getting an AWS certification today will help you stay ahead of the crowd. As per a recent salary survey from Global Knowledge, the average yearly salary of an AWS Amazon Certifications holder is $113,932. Salaries have gone up by 10% in just one year and with AWS being the primary computing platform in hundreds of enterprises, there is quite a good chance that they will continue growing.Getting an AWS certification will help you land a better, and more lucrative job. The certification will also open doors for jobs like:Operational Support EngineerThe job of an operational support engineer includes monitoring and resolving operational issues that are reported. Also, they assist in any environment upgrade. Their average annual salary is between $59,000 and $92,000.Cloud Software EngineerA cloud software engineer designs and implements new systems and software services in a high-level programming language like C++, JavaScript, Python, Ruby, etc. They also mentor new junior employees and explain complex processes to non-technical members of the team. They can earn anything between $63,000 and $93,000 per year.System Integrator – CloudFor this job, you need to have a thorough understanding of information systems and cloud computing. They work with the team to help troubleshoot and support complex development processes. A System Integrator can have an average annual income of $81,000.Cloud DeveloperAs a cloud developer, you will be responsible for developing enterprise-level applications and software services. You must have knowledge of common cloud orchestration tools as well as working experience as a software developer to get a high-paying job as a Cloud Developer. The average annual salary of a cloud developer is $95,000.DevOps EngineerA DevOps Engineer is responsible for designing AWS Cloud Solutions that can significantly impact and improve your business. Also, they implement patching or debugging and perform the required server maintenance. Depending on their experience and the company they are working for, the average annual income of a DevOps Engineer varies between $93,000 and $144,000.AWS Solutions ArchitectThe job of an AWS Solutions architect is to design, build, and maintain scalable, cost-efficient, and highly available AWS cloud environments. They keep up with the latest updates in the field of cloud computing and based on this knowledge, make recommendations regarding the AWS toolsets. The average annual income of an AWS Solutions architect ranges between $98,000 and $150,000.AWS SysOps AdministratorTo effectively provision, install, configure, operate and maintain software, virtual systems, and infrastructure, you need an AWS SysOps Administrator. They are also responsible for building dashboards for reporting and maintaining analytics software. Their average salary varies between $111,000 and $160,000 per year.Senior AWS Cloud ArchitectAs a senior AWS cloud architect, they work with engineers and customers. So, they are the technical leader as well as interface with the stakeholders from the client-side. Their responsibilities include leading the implementation process, delivering technical architectures, and successfully integrating the customer environments with new technologies. The average yearly remuneration of a senior AWS Cloud Architect is $165,000.According to Forrester, by 2020, the market for the Amazon cloud will reach $236B. With more and more companies adopting cloud services, the shortage of AWS Certified Professionals continues, driving up salaries and incentives. The AWS provides associate and professional level certification for developers, solutions architects, and system operations administrators to help bridge this gap. Here, we have explained in detail all the different certifications offered by1. AWS Cloud Practitioner – FundamentalThis certification is for managers, sales, C-level executives, and marketing associates who need to have a basic knowledge of the AWS cloud. To prepare for this certification, there is a digital course offered by AWS for free. The average annual salary of a professional holding an AWS Cloud Practitioner certification is $113,932.2. AWS Certified Solutions ArchitectThis certification is offered at two levels; the Associate level and the Professional level. To advance to the professional level, you must first earn an associate-level certification.Solutions Architect AssociateAWS Certified Solutions Architect Associate one of the most popular AWS certifications, it is mostly preferred by professionals who are just entering the arena of cloud architecting and want to use the AWS platform for designing distributed applications. This certification will help you demonstrate your skill in designing and developing efficient and effective solutions on the platform of Amazon Web Services. Before taking the exam, you must know how to:  Use the AWS platform to deploy on-premise apps  Design and deploy highly available and scalable systems on AWS  Select the AWS service according to your requirementsIn the United States and Canada, the average annual income of an IT professional with AWS Certified Solutions Architect – Associate Level is $130,883.Solutions Architect ProfessionalThis AWS certification will display your advanced expert skills in designing the applications and distributed systems on the AWS platform. You need to have the Associate level certification to take up the exam. Before you take the exam, you must have the following skills:2+years of working experience in designing and deploying cloud architecture on the AWS platform.Using the AWS for migrating complex, multi-tier applications.An IT associate with the AWS Certified Solutions Architect – Professional can earn an average income of $148,456 per year.3. AWS Certified DeveloperAWS Developer Certification will allow you to demonstrate your skills in developing and maintaining AWS applications. To achieve this certification, you must know how to:  Select the right AWS service according to the application  Write optimized code in a high-level programming language  Interact with other services from the application using software development kits (SDKs)  Maintain application security at the code levelThe average salary of an IT professional with the AWS Certified Developer certificate is about $130,272 in North America.4. AWS Certified SysOps AdministratorSysOps Administrator certification from the Amazon Web Services will demonstrate how well you can deploy, scale, migrate, and manage systems on the AWS platform. To ace this certification, you must have the following skills:  Managing the cloud applications deployed on the AWS platform  Controlling and implementing the data flow to and from AWS  Identifying the cost control mechanism of the operations  Migrating the on-premises apps to the AWS platformIn North America, the average salary of an AWS Certified SysOps Administrator is about $130,610.5. AWS Certified DevOps EngineerThis certification validates your skills to provision, manage, secure, and operate distributed application systems and the AWS solutions. For obtaining this certification, you must have professional-level certification for SysOps Administrator as well as Developer. Candidates planning to take up this exam must have a thorough understanding of the following:  How to provision and manage AWS environments  Implement and manage continuous delivery methodologies and systems on the AWS platform  Governance processes and security controls  Automating the operational process by maintaining the tools required to do soIn the United States and Canada, the average annual earnings of an AWS Certified DevOps Engineer is about $137,724.6. AWS Certified Big Data – SpecialtyAs an individual with the AWS Big Data certification, you will be able to display your skills of designing and managing AWS solutions of organizations that use business data for extracting actionable intelligence and valuable insights. All candidates must have at least one AWS associate-level certification. Also, 5+years of working experience in data analytics is recommended. With this certification, an IT professional can bag an annual pay of more than $130,000.7. AWS Certified Advanced Networking – SpecialtyThis AWS certification validates your skills in designing and deploying AWS to scale as part of an IT network hybrid architecture. To get this certification, you must have one of the AWS Associate credentials. Apart from that, +5 years of working experience in managing and architecting network solutions for the enterprise is recommended.8. AWS Certified Security – SpecialtyThis certification validates your skills to use advanced methods to secure the AWS platform. This includes data protection by using encryption techniques. For this certification, you must have any one of the Associate certifications or an AWS Cloud Practitioner certification. Also, +5 years of working experience in securing the AWS platform is a must.9. AWS Certified Alexa Skill Builder – SpecialityWith this certification, you will be able to create, test, and deploy Amazon’s Alexa. To be eligible for this certification, you must be an expert in a high-level programming language and have at least 6 months of experience working with Alexa skills kit.10. AWS Certified Machine Learning – SpecialtyYou must take this certification for demonstrating your skills of designing, implementing, and maintaining the machine learning solutions of the organization. For this, you must have a data science and development background as well as 1-2 years of working experience with machine learning and deep learning. Since all the AWS services are continuously updated, you need to take the recertification exam every three years. The market for cloud services is rapidly evolving. AWS is releasing new services and products to stay in the competition. New certifications are launched along with new solutions to help validate the skills of an IT professional. The importance and need for validating the AWS skills with the certifications are only going to grow in the future. There are so many people working in the IT industry. You need something that will help you outshine the others. AWS provides all the resources that you will need to get the certification including hands-on practice labs and questionnaires. Apart from this, there are exam readiness workshops and authorized training courses that will help you learn the skills and focus on the exam.All the figures mentioned above are accurate as of August 2019 and are sourced from online job portals such as Indeed.com, Salary.com, Glassdoor.com, etc. 
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How Much Salary do Top AWS Certified Professionals...

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