Table of Contents1. Introduction to the AZ-104 certification2. The Competitive Edge of an AZ-104 Certification3. Core Components of the Microsoft Azure Administrator Certification4. What are the requirements to be a Microsoft Azure Administrator?5. Comparable Certifications to Microsoft Azure Administrator Certification Microsoft Azure Administrator is a core intermediate certification in Azure cloud operations that focuses on practical resource management and troubleshooting capabilities. 1. Introduction to the AZ-104 certification Microsoft Azure Administrator (AZ-104) is a core intermediate certification in the field of cloud operations launched by Microsoft, focusing on verifying practitioners' abilities in resource management, configuration, monitoring, and troubleshooting of the Microsoft Azure cloud platform. AZ-104 focuses on Azure core services and cultivates cloud administrators who can independently complete daily operation and maintenance of Azure environments, ensure high service availability and security compliance. It is an authoritative qualification for entering the Azure operation and maintenance field and proving cloud platform management capabilities. It is also the most popular basic operation and maintenance certification in the Azure certification system. As enterprises migrate their IT infrastructure to Azure, there is a surge in demand for administrators who can manage cloud resources stably, respond quickly to failures, and ensure efficient resource utilization. The core of AZ-104 certification is to cultivate "practical operation and maintenance managers of Azure cloud platform," rather than just "interface operators." You need to understand the operational logic and key points of Azure services, be able to deploy and configure resources according to business needs, and have the full process capability of monitoring resource status, troubleshooting, optimizing costs, and ensuring security to ensure stable, efficient, and compliant operation of Azure environment. Such talents are usually competent for enterprise Azure operations positions.   2. The Competitive Edge of an AZ-104 Certification AZ-104 is the most basic and popular operation and maintenance certification in Microsoft Azure certification system, highly recognized among enterprises using Azure. It is a standard qualification for recruiting Azure administrators and cloud operation and maintenance engineers, and those without certification are easily eliminated during the resume screening stage. According to industry data, the average annual salary of AZ-104 certification holders is 35%-50% higher than that of traditional operations engineers certified by Cloudless. The certification covers the entire Azure operations process, and the learning process can help practitioners break out of the "single tool operation," establish a systematic thinking of cloud resource management, and solve the pain points faced by traditional operations in cloud environments. Holders of AZ-104 certification can join the Microsoft Developer Community to obtain the latest Azure operation and maintenance documents, exclusive tools, official technical support, participate in Azure offline operation and maintenance salons, expand industry networks and project opportunities, and lay a foundation for future advancement.   3. Core Components of the Microsoft Azure Administrator Certification The AZ-104 certification system has built a complete capability system for the Microsoft Azure administrator role, covering the six core areas of cloud platform operation and maintenance management comprehensively. The resource management and governance module provides an in-depth explanation of Azure resource hierarchy architecture, cultivates the ability to achieve automated deployment through tools such as ARM templates, and masters the core skills of Azure Policy and RBAC permission management. The computing service operation and maintenance unit system trains virtual machine lifecycle management, covering complete operations from creating configurations to scaling, while mastering the operation and maintenance points of serverless and container services such as App Services and Functions. The network service configuration section cultivates the ability to build virtual networks and configure security groups, proficient in hybrid network solutions such as VNet peer-to-peer connections and VPN gateways, and master practical skills in DNS resolution and domain name management. The storage service management module provides in-depth explanations on the creation, configuration, and lifecycle management of storage accounts, mastering the formulation and execution of data backup and recovery strategies, ensuring data security and cost optimization. The identity security and compliance process is achieved through Azure Active Directory to achieve refined permission control and establish a comprehensive security protection system using Security Center. AZ-104 certification places special emphasis on cultivating students' practical skills in Azure operations and maintenance in real enterprise environments. Through systematic courses, it helps administrators master the core skills of daily operations and management of cloud platforms. It includes proficient mastery of basic resource operations, as well as advanced abilities, providing students with a complete growth path from basic operations to architecture optimization.   4. What are the requirements to be a Microsoft Azure Administrator? (1) Qualification prerequisites: There is no mandatory certification requirement for obtaining AZ-104 certification, but it is recommended to have 6-12 months of IT operations experience and understand basic IT concepts. Basic understanding of the Azure platform can be achieved through Microsoft's free courses or Azure portal practice, familiarizing oneself with the core service interface and basic operations. You need to master the use of at least one Azure management tool to facilitate automated operations and maintenance.  (2) Training and examinations: The AZ-104 exam consists of approximately 40-60 questions, including multiple-choice questions, case analysis questions, and practical questions, and lasts for about 120 minutes; Full score of 1000, passing with a score of 700 or above; The exam fee varies slightly in different regions, but it is around $165. (3) Qualification maintenance: The AZ-104 certificate is valid for 3 years, and you need to pass the "renewal exam" or obtain a higher-level Azure certification within the validity period to renew the certificate's validity.   5. Comparable Certifications to Microsoft Azure Administrator Certification Red Hat Certified Engineer (RHCE) Certified Kubernetes Administrator (CKA) AWS Certified SysOps Administrator – Associate Google Cloud Certified - Cloud Administrator Huawei Certified ICT Professional - Cloud Service (HCIP - Cloud Service)  

Table of Contents1. Introduction to the AZ-801 certification2. The Competitive Edge of an AZ-801 Certification3. Core Components of the Microsoft Configuring Windows Server Hybrid Advanced Services Certification4. What are the requirements to be a Microsoft Configuring Windows Server Hybrid Advanced Services?5. Comparable Certifications to Microsoft Configuring Windows Server Hybrid Advanced Services Certification AZ-801 is an advanced certification focused on "complex configuration, cross-environment integration, and troubleshooting" in the Windows Server hybrid environment domain. 1. Introduction to the AZ-801 certification Microsoft Configuring Windows Server Hybrid Advanced Services (AZ-801) is an advanced certification launched by Microsoft in the field of servers and hybrid clouds, focusing on verifying the ability of practitioners to configure management, optimize advanced services, and solve complex operational challenges in a hybrid environment of "local Windows Server data center+Microsoft Azure cloud."  It is one of the core exams for Microsoft Certified: Windows Server Hybrid Administrator Associate certification, aimed at senior operations and maintenance personnel with a foundation in Windows Server, and aims to cultivate advanced technical talents who can support the stable operation of enterprise hybrid IT architecture. Currently, enterprises generally adopt a "local+cloud" hybrid architecture, with Windows Server as the local core infrastructure, requiring deep collaboration with Azure Cloud to achieve resource integration, disaster recovery protection, and security compliance. The core positioning of AZ-801 certification is to cultivate "advanced operation and maintenance experts for Windows Server in hybrid environments."  It not only requires mastery of advanced local functions of Windows Server, but also proficiency in hybrid integration solutions between local and Azure, which can solve complex problems in hybrid architecture and ultimately ensure the continuity, security, and efficiency of business in hybrid environments. In large manufacturing enterprises, AZ-801 certificate holders can establish a hybrid identity system of Windows Server AD and Azure AD, allowing local workshop equipment administrators and cloud office personnel to achieve "one-time login and cross-environment access." Configure a Windows Server failover cluster (WSFC) for the local ERP system and combine it with Azure Site Recovery to achieve dual protection of "local multi node high availability+cloud disaster recovery." Real time synchronization of local file server data to Azure Files through Azure File Sync not only meets the needs of fast local access in the workshop, but also enables remote backup in the cloud to avoid data loss.   2. The Competitive Edge of an AZ-801 Certification AZ-801 is the only certification from Microsoft that focuses on Windows Server hybrid advanced services. It is highly recognized among enterprises that adopt a "local+Azure" hybrid architecture and is a key distinguishing factor between "basic operations" and "advanced experts." When recruiting for hybrid environment advanced operations positions, the "AZ-800+AZ-801 dual certification" is often listed as a core requirement. Senior operation and maintenance personnel holding AZ-801 certification in China have an average annual salary that is 50%-70% higher than those who only master basic Windows Server operation and maintenance. The content covered by certification, such as "advanced cluster configuration," "hybrid disaster recovery," and "cross environment migration," are high-frequency pain points in enterprise hybrid environments. After learning, they can be directly applied to work, improving the efficiency of solving complex problems and becoming the technical backbone of the team. Holders of AZ-801 certification can join the Windows Server and Hybrid Cloud exclusive communities in Microsoft Tech Community, obtain the latest technical documents, prioritize official technical support, participate in offline advanced operations and maintenance salons, connect with experts in the same field and high-end project opportunities, and lay the foundation for further advancement to architect or management positions.   3. Core Components of the Microsoft Configuring Windows Server Hybrid Advanced Services Certification For practitioners committed to becoming the core backbone of enterprise level IT architecture, AZ-801 certification is a key milestone in your skill advancement. The AZ-801 certification is precisely positioned for modern hybrid cloud environments, focusing on how you can deeply integrate the powerful features of local Windows Server with the scalability of Microsoft Azure cloud to address core challenges faced by enterprises such as identity, availability, security, and management. The high availability and disaster recovery module focuses on business continuity. You need to be proficient in building local Windows Server failover clusters to achieve uninterrupted operation of applications. Furthermore, you will learn to utilize services such as Azure Site Recovery and Azure Backup to develop and execute end-to-end disaster recovery strategies from local to cloud, ensuring that critical businesses can quickly recover in the cloud in the event of a disaster. The core of storage and data migration lies in the management and flow of data. You will explore software defined storage and network storage technologies for Windows Server, optimizing local storage performance and efficiency. At the same time, master the use of Azure tools to smoothly migrate massive data from local file servers or SQL Server to Azure storage or database services, achieving modernization of data. Security is the lifeline that runs through everything, and the security module requires you to be able to deploy advanced threat protection, configure sophisticated firewalls, and access control policies for local servers. You will also learn to use Azure Policy and local group policies to unify security benchmarks and meet increasingly stringent compliance requirements through centralized log auditing. The ultimate goal of mixed environment monitoring and optimization is to achieve excellent operation of the environment. You need to master the use of tools such as Azure Monitor to provide unified performance monitoring and health insights for workloads spanning both on premises and cloud, and be able to proactively alert and quickly troubleshoot. In addition, it is necessary to have a cost optimization awareness, reasonably allocate local and cloud resources, and achieve the best balance between performance and cost. In summary, AZ-801 certification not only tests a single server management skill, but also your comprehensive ability to design, build, and manage a robust, secure, and efficient hybrid IT architecture.   4. What are the requirements to be a Microsoft Configuring Windows Server Hybrid Advanced Services? (1) Qualification prerequisites: The prerequisite for obtaining AZ-801 certification is that you need to first pass AZ-800 certification and have basic operational capabilities for Windows Server hybrid environments. In addition, official institutions also recommend that you have 3-5 years of Windows Server operation and maintenance experience, be familiar with local server management and Azure basic services, and be able to independently handle routine operation and maintenance issues; Master the ability to write PowerShell or Azure CLI scripts for automated configuration and troubleshooting.  (2) Training and examinations: The AZ-801 certification requires approximately 40-60 questions, including multiple-choice questions, case analysis questions, and practical questions. The exam lasts about 120 minutes, with a maximum score of 1000 points, and passing with a score of 700 or above. The exam fee varies slightly in different regions and is approximately $165.  (3) Qualification maintenance: The AZ-801 certificate is valid for 3 years. If you pass AZ-801 alone, no certificate will be issued. You need to pass both AZ-800 and AZ-801 simultaneously to obtain the "Microsoft Certified: Windows Server Hybrid”.   5. Comparable Certifications to Microsoft Configuring Windows Server Hybrid Advanced Services Certification AWS Certified CloudOps Engineer – Associate VMware Certified Professional - Data Center Virtualization (VCP-DCV) CompTIA Server+ Red Hat Certified System Administrator (RHCSA)  

Table of Contents1. Introduction to the PCPP certification2. The Competitive Edge of a PCPP Certification3. Core Components of the Python Certified Professional in Python Programming Certification4. What are the requirements to be a PCPP?5. Comparable Certifications to Python Certified Professional in Python Programming Certification PCPP is a key high-level authoritative certification for Python programming that focuses on advanced programming techniques and practical skills in professional fields. 1. Introduction to the PCPP certification Python Certified Professional in Python Programming (PCPP) is an advanced version of PCAP, launched by the Python Institute, which focuses on verifying practitioners' mastery of advanced programming techniques, professional applications, and project engineering abilities in Python. It is an authoritative advanced qualification in the field of Python programming. PCPP certification is divided into two directions: PCPP-32-1 and PCPP-32-2. To obtain complete PCPP certification, it is necessary to pass both directions. The aim is to cultivate advanced technical talents who can independently design and develop complex Python projects and solve core problems in professional scenarios. When Python developers need to shift from "completing simple functions" to "building complex systems," they need to break through the limitations of intermediate programming, master advanced syntax features, professional domain frameworks, and engineering development thinking. The core of PCPP certification is to cultivate "senior developers with advanced Python technical skills and practical experience in professional fields," rather than simply "technical users." It requires the holder to not only be proficient in using advanced features of Python, but also independently complete complex projects in specific professional fields, while possessing complete engineering capabilities in code optimization, testing, and deployment, meeting the core needs of enterprises for advanced Python talents. This kind of talent is usually competent for the core Python development position of enterprises. In Internet companies, PCPP licensees can independently design and develop high concurrency Web backend to achieve user authentication, data caching, distributed deployment and other core functions; In the data analysis team, the ability to build automated data pipelines, process TB level data, and generate visual reports and predictive models; In system integration scenarios, cross platform tools can be developed to address complex issues such as compatibility and stability.   2. The Competitive Edge of a PCPP Certification PCPP is a globally recognized advanced Python certification with high recognition in the IT industry. It is the core symbol that distinguishes between "intermediate development" and "advanced development." When multinational companies recruit senior Python positions, it is often listed as a "priority condition." PCPP certification is designed in different directions to help developers clarify their areas of expertise and avoid being too comprehensive to be precise; at the same time, the exam content is tailored to the actual needs of the enterprise, and after learning, it can be directly applied to work, improving project quality and development efficiency. Holders of PCPP certification can join the Python Institute's global professional community to access advanced technical documentation, industry cases, exclusive recruitment opportunities, connect with experts and senior developers in the same field, expand their career network, and lay the foundation for future career development and technology entrepreneurship.   3. Core Components of the Python Certified Professional in Python Programming Certification The PCPP certification system establishes a complete competency framework for advanced programming and professional applications in Python, divided into two independent certification directions: PCPP-32-1 and PCPP-32-2. PCPP-32-1 belongs to core advanced programming, delving into the essence of the Python language, covering advanced features such as decorators, metaprogramming, and context managers, and mastering memory management and performance optimization techniques. Proficient in concurrent programming models such as multithreading, multiprocessing, and coroutines, able to select the optimal solution based on task characteristics. Proficient in network programming and API development, proficient in using Flask to build RESTful interfaces, Git version control, and project engineering specifications, and have the ability to build distributable Python packages. PCPP-32-2 focuses on professional field applications and offers three in-depth professional directions to choose from: web development, proficient in Django full stack development, including enterprise level application skills; Proficient in using Pandas, NumPy, Matplotlib and other libraries for data processing and visualization in the field of data science, with a solid foundation in scikit learn machine learning; The system management direction has the ability to develop and operate automated scripts, container management tools, and cloud service integration. In summary, PCPP certification places special emphasis on cultivating students' problem-solving abilities in real production environments, helping Python developers achieve a leap from intermediate to expert level through systematic advanced courses. It includes the ultimate exploration of language depth and the complete implementation of industry best practices, providing students with comprehensive professional competence certification.   4. What are the requirements to be a PCPP? (1) Qualification prerequisites: The Python Certified Professional in Python Programming exam requires passing the PCAP certification from the Python Institute or having equivalent advanced Python development experience, independently completing complex projects The Python Institute recommends that you have a foundation in your professional field and master basic statistical knowledge.  (2) Training and examinations: The Python Certified Professional in Python Programming exam is divided into PCPP-32-1 and PCPP-32-2, which require separate registration and passing; The exam question types include multiple-choice questions, code completion analysis questions, practical programming questions, etc. Each exam consists of 40 questions and lasts for 90 minutes. The maximum score is 100 points, and passing with a score of 70 or above will cost approximately $395 per exam.  (3) Qualification maintenance: The Python Certified Professional in Python Programming certificate is valid for life and does not require renewal. However, Python technology and professional frameworks are updated quickly, and it is recommended that you continue to learn cutting-edge technologies to maintain competitiveness.   5. Comparable Certifications to Python Certified Professional in Python Programming Certification Microsoft Certified: Azure Developer Associate (AZ-204) AWS Certified Developer – Associate Professional Scrum Developer (PSD II) Google Professional Machine Learning Engineer    

Table of Contents1. Introduction to the AZ-204 certification2. The Competitive Edge of an AZ-204 Certification3. Core Components of the Microsoft Azure Developer Associate Certification4. What are the requirements to be a Microsoft Azure Developer Associate?5. Comparable Certifications to Microsoft Azure Developer Associate Certification AZ-204 is a key stepping stone for traditional developers to transition to cloud development, cultivating their ability to create cloud-native applications based on the Azure platform. 1. Introduction to the AZ-204 certification Microsoft Azure Developer Associate (AZ-204) is an intermediate certification in the field of cloud development launched by Microsoft, focusing on verifying the ability of practitioners to design, develop, deploy, and maintain cloud native applications based on the Microsoft Azure cloud platform. The AZ-204 certification focuses on Azure core services and development tools, cultivating cloud developers who can use Azure services to solve practical business needs. It is the core qualification to enter the Azure ecosystem and engage in cloud native development. Under the trend of accelerating cloud adoption in enterprises, application development based on cloud platforms has become the mainstream demand. Azure, as the world's second largest public cloud platform, requires a large number of developers with practical service capabilities. The core of AZ-204 certification is to cultivate "practical developers of Azure cloud native applications" rather than simply "cloud service users." The certificate holder needs to understand the underlying logic and applicable scenarios of Azure services, be able to select suitable Azure services based on business needs, design and implement scalable, highly available, and secure cloud applications, and have the ability to troubleshoot problems and optimize performance. These types of talents are usually competent for enterprise Azure cloud development positions. AZ-204 certificate holders can deploy e-commerce backend applications based on Azure App Service, combine Azure Cache for Redis to alleviate the database pressure caused by high concurrency, and store product images and videos through Azure Blob Storage; In enterprise level application development, Azure Active Directory (AAD) can be integrated to achieve user authentication, Azure SQL Database can be used to store business data and configure automatic backups to ensure application security and data reliability.   2. The Competitive Edge of an AZ-204 Certification AZ-204 is the core intermediate certificate of Microsoft Azure Developer Certification System, which is highly recognized among enterprises using Azure. It is a "hard currency" for entering such enterprise cloud development positions, especially for Microsoft technology stack practitioners, with significant bonuses. According to industry data, the average annual salary of AZ-204 certificate holders is 30%-45% higher than that of cloud free certified backend developers. AZ-204 certification covers the entire Azure development process, and the learning process can help developers systematically master the design thinking and practical skills of cloud native applications, solving the pain points faced by traditional development in cloud environments. Holders of AZ-204 certification can join the Microsoft Developer Community to access the latest Azure service documentation, exclusive development tools, official technical support, participate in Azure events, and expand industry networks and project opportunities.   3. Core Components of the Microsoft Azure Developer Associate Certification The AZ-204 certification system has built a complete system of full stack development capabilities for the Microsoft Azure cloud platform, aiming to cultivate professional talents with enterprise level cloud application development and operation capabilities. The Azure Computing Services and Application Deployment module provides in-depth explanations of the development practices of core services such as App Service, Functions, AKS, covering a full scenario solution from web application deployment to containerized microservice architecture. The integrated application of storage and data processing unit system training services such as Blob Storage and Cosmos DB cultivates comprehensive abilities in message queue design, data storage solution selection, and efficient query optimization. The security and identity authentication part is integrated through Azure Active Directory and Key Vault application, establishing a comprehensive cloud application security protection system to ensure that the application complies with enterprise security standards. The monitoring and operation process focuses on cultivating the practical application capabilities of Application Insights and Log Analytics, mastering the complete methodology of performance diagnosis, log analysis, and system optimization. The API development and management module covers API Management service configuration and third-party service integration, achieving full lifecycle management of APIs and business function expansion. This certification places special emphasis on cultivating students' practical development skills in real cloud environments, and helps developers master the deep integration. It includes proficient use of basic services, as well as advanced skills such as architecture design, security control, and performance optimization, providing students with a complete ability development from development to operation and maintenance.   4. What are the requirements to be a Microsoft Azure Developer Associate? (1) Qualification prerequisites: AZ-204 certification does not require mandatory certification, but Azure recommends that you have 1-2 years of experience in cloud or backend development, be familiar with at least one programming language, and have a basic understanding of the Azure platform. You can lay the foundation through Microsoft's official free courses.  (2) Training and examinations: The AZ-204 exam consists of approximately 40-60 questions, including multiple-choice questions, case analysis questions, and practical questions. The exam lasts for 120 minutes, with a maximum score of 1000 points. If a score of 700 or above is reached, the exam fee is approximately $165.  (3) Qualification maintenance: The AZ-204 certificate is valid for 3 years and requires passing a "renewal exam" within the validity period. It is usually a simplified version of the original exam, focusing on the latest Azure service updates or you can choose to obtain a higher-level Azure certification to continue the validity of the certificate.   5. Comparable Certifications to Microsoft Azure Developer Associate Certification AWS Certified Developer – Associate Google Associate Cloud Engineer AWS Certified Solutions Architect – Associate    

Table of Contents1. Introduction to the PCAP certification2. The Competitive Edge of a PCAP Certification3. Core Components of the Python Certified Associate Programmer Certification4. What are the requirements to be a Python Certified Associate Programmer?5. Comparable Certifications to Python Certified Associate Programmer Certification Python Certified Associate Programmer (PCAP) is a key stepping stone from "entry" to "actual combat," focusing on intermediate-level practical Python programming skills. 1. Introduction to the PCAP certification Python Certified Associate Programmer (PCAP) is an intermediate Python programming certification launched by the Python Institute. It is an advanced version of PCEP, focusing on verifying your mastery of Python core programming concepts and simple module applications. PCAP certification is aimed at learners with basic Python experience, aiming to establish a standardized intermediate programming ability assessment system. It is a key qualification for transitioning from "beginner programming" to "practical development" and is suitable for positions that require independent completion of simple Python project development. After mastering the basic syntax, Python learners need to break through the limitations of fragmented knowledge, establish systematic programming thinking, and possess preliminary practical skills. The core of PCAP certification is to cultivate "practical developers with intermediate programming skills in Python," rather than just syntax users. It requires certified individuals not only to be proficient in writing logically complete code, but also to flexibly apply data structures, advanced features of functions, and commonly used modules to solve practical problems, laying a solid foundation for subsequent learning frameworks or advanced technologies. Such talents are usually competent for basic Python development positions.   2. The Competitive Edge of a PCAP Certification PCAP is a globally recognized intermediate Python certification with high recognition in the IT industry, which can prove that job seekers have the ability to independently complete simple projects and is a core highlight in their resumes. Meanwhile, PCAP holders earn an average salary 25%-35% higher than those who only master basic grammar, making them more likely to have interview opportunities with high-quality companies. PCAP is an intermediate link in the Python Institute certification system, which can clarify the subsequent direction after certification and avoid blind learning. The exam focuses on "code logic analysis" and "problem solving," and the preparation process can help learners establish systematic programming thinking, avoiding the dilemma of "only knowing how to read but not how to write."   3. Core Components of the Python Certified Associate Programmer Certification PCAP certification establishes a complete competency system for intermediate programming in Python, aimed at helping learners transition from basic syntax to practical applications. Python Certified Associate Programmer covers all six core modules comprehensively. The advanced grammar module provides in-depth explanations of the complex operations of dictionaries to enable students to cope with more complex data processing scenarios. The object-oriented programming section establishes the core concepts of classes and guides students to master the basic methodology of object-oriented programming through practical applications of encapsulation and inheritance. The advanced course on file and exception handling covers binary file operations and context managers, while deepening multi exception handling mechanisms to enhance program robustness and resource management capabilities. Through comprehensive project development training, the practical application of the project cultivates students' full process abilities from requirement analysis to testing and deployment, achieving the transformation of theoretical knowledge into practical skills. PCAP places special emphasis on cultivating students' ability to solve practical problems and helps them establish engineering programming thinking through a large number of real-life cases. The certification content not only includes in-depth exploration of language features, but also emphasizes code quality and maintainability, providing students with a complete growth path from beginner to advanced. PCAP certification is suitable for students who have completed basic Python learning and wish to further improve their programming skills. Through systematic intermediate course training, students will establish a solid foundation in object-oriented programming, master modular development skills, and have the ability to independently complete small projects.   4. What are the requirements to be a Python Certified Associate Programmer? (1) Qualification prerequisites: The Python Institute recommends that you first pass PCEP or have an equivalent Python foundation, with at least 6 months of programming experience, and be able to independently write more than 100 lines of logically complete code. The PCAP exam does not require any additional programming experience, but requires mastery of basic mathematical logic and English reading skills. (2) Training and examinations: PCAP consists of 40 questions, including multiple-choice questions and code completion analysis questions.The exam lasts for 60 minutes. Full score is 100 points, reaching 70 points or above is sufficient to pass, and the difficulty is significantly higher than PCEP. The exam fee is approximately $295, with slight differences in different regions, and can be registered through authorized training institutions.  (3) Qualification maintenance: The Python Certified Associate Programmer certificate is valid for life and does not require renewal, but it is still recommended that you continue to learn advanced Python techniques to adapt to industry demand changes.   5. Comparable Certifications to Python Certified Associate Programmer Certification Certified Python Programmer (CPP) CompTIA IT Fundamentals+ (ITF+) Microsoft Technology Associate (MTA) Google IT Automation with Python Professional Certificate  

Table of Contents1. Introduction to the PCEP certification2. The Competitive Edge of a PCEP Certification3. Core Components of the Python Certified Entry-Level Python Programmer Certification4. What are the requirements to be a Python Certified Entry-Level Python Programmer?5. Comparable Certifications to Python Certified Entry-Level Python Programmer Certification PCEP is an entry-level certification in the field of Python programming designed to verify your basic grammar, programming logic, and simple application capabilities. 1. Introduction to the PCEP certification Python Certified Entry Level Python Programmer (PCEP) is an entry-level Python programming certification launched by the Python Institute, focusing on verifying beginners' mastery of Python core syntax, basic programming concepts, and simple application development. PCEP is aimed at zero or beginner Python learners, aiming to establish a standardized Python introductory ability assessment system. It is an authoritative qualification for entering the Python development field and proving basic programming abilities. In the context of Python's widespread application in fields such as data analysis, automation, and web development, basic programming skills are the core threshold for entering the industry. The core positioning of PCEP certification is to cultivate and certify "beginners with Python basic programming thinking and practical skills," rather than simply "syntax memorizers." It requires the holder to not only be able to write grammatically correct code, but also understand basic programming logic, solve simple business problems, and lay the foundation for further learning advanced Python technology. These types of talents are usually capable of supporting basic Python related positions.   2. The Competitive Edge of a PCEP Certification PCEP is a globally recognized Python beginner certification, officially issued by the Python Institute, with high recognition in the IT industry. It can quickly prove a candidate's basic Python skills and avoid controversies over resume fraud. In the recruitment of entry-level Python related positions in China, PCEP certification is often listed as a "priority condition," and the starting salary of certified candidates is generally 10%-20% higher than that of non certified candidates. PCEP is the first level of the Python Institute certification system, which allows for clear planning of advanced directions and avoids blind learning after certification. Standardized exams can verify learning outcomes and help beginners build confidence in programming. At the same time, official learning resources can assist the system in mastering knowledge and avoid weak foundations caused by "fragmented learning."   3. Core Components of the Python Certified Entry-Level Python Programmer Certification PCEP certification, as an entry-level authoritative certification for Python programming, has established a complete knowledge system for Python 3.x basic programming. PCEP certification comprehensively covers six core competency modules, and the basic syntax and environment configuration module helps students master the construction of Python development environment, deeply understand basic syntax elements such as variables, data types, and operators, and establish standardized coding habits. The programming logic structure unit focuses on training the use of conditional control and loop structures, cultivating students' ability to use if elif else statements for conditional judgment and for and while loops to solve repetitive tasks through practical cases. The basic section of data structures provides a detailed explanation of operations on sequence types enable students to effectively organize and process program data. The functional programming concept module guides students to understand the definition and calling mechanism of functions, master parameter passing and return value usage. The file and exception handling section teaches basic file read and write operations and exception capture mechanisms, ensuring that students can write robust program code and handle runtime error situations properly. The cultivation of programming thinking runs through the entire learning process, by training students to transform practical problems into code logic, enhancing their ability to analyze and solve problems. The Python Certified Entry Level Python Programmer places special emphasis on the combination of theory and practice, using numerous examples to help beginners gradually master programming skills. It includes detailed syntax analysis and full process guidance from environment configuration to code debugging, providing beginners with a systematic Python learning path.   4. What are the requirements to be a Python Certified Entry-Level Python Programmer? (1) Qualification prerequisites: Python Certified Entry-Level Python Programmer  No strict educational or work experience requirements, suitable for beginners in programming or practitioners who need to verify basic Python skills. The Python Institute recommends that you master the basics of middle school mathematics without any additional programming experience. You can prepare for the exam through the official courses or introductory textbooks of the Python Institute.  (2) Training and examinations: Python Certified Entry Level Python Programmer has a total of 50 objective questions, including multiple choice questions, true/false questions, and code completion questions. The exam lasts for 45 minutes. Full score of 100 points, reaching 70 points or above is sufficient to pass. The exam fee is approximately $150, with slight differences in different regions, and can be registered through Python Institute authorized training institutions.  (3) Qualification maintenance: The Python Certified Entry Level Python Programmer certificate is valid for life and does not require renewal. But Python technology updates quickly, it is recommended that you continue to learn advanced content to maintain competitiveness.   5. Comparable Certifications to Python Certified Entry-Level Python Programmer Certification Certified Associate in Python Programming (PCAP) Microsoft Technology Associate (MTA) – Python (98-381) Certified Python Programmer (CPP) CompTIA IT Fundamentals+ (ITF+)   

Table of Contents1. Introduction to the H13-611 certification2. The Competitive Edge of a H13-611 Certification3. Core Components of the Huawei HCIA-Storage Certification4. What are the requirements to be a Huawei HCIA-Storage?5. Comparable Certifications to Huawei HCIA-Storage Certification Huawei HCIA-Storage is an entry-level Huawei storage technology certification that focuses on basic theory, mainstream architecture, and storage product applications. 1. Introduction to the H13-611 certification Huawei HCIA Storage (Huawei Certified ICT Associate Storage) is an entry-level storage technology certification launched by Huawei, with corresponding exam code H13-611. The Huawei HCIA Storage certification focuses on the fundamental theories, mainstream technologies, and core applications of Huawei storage products in the storage field. It aims to verify your mastery of basic knowledge such as storage system architecture and typical scenario deployment. It is a fundamental qualification for entering the storage technology field and an entry-level certificate for Huawei's storage certification system. With the acceleration of enterprise digital transformation and the surge in data storage demand, storage technology has become a core component of ICT infrastructure. The core of HCIA Storage (H13-611) certification is to cultivate "entry-level practitioners of storage technology," helping learners establish a comprehensive understanding of storage systems, master core competencies from basic concepts to simple deployment, and lay the foundation for positions such as storage device operation and maintenance, junior solution design, or technical support.   2. The Competitive Edge of a H13-611 Certification As the foundation of Huawei's storage certification system, HCIA Storage is an authoritative credential that proves the basic capabilities of storage technology, and is a "stepping stone" to enter the storage industry, especially highly recognized among Huawei's ecosystem partners. The H13-611 exam covers core storage technologies and mainstream Huawei products. After learning, students can independently complete basic storage deployment and management, enhancing their competitiveness in IT operations, technical support, and other positions. After passing HCIA Storage, you can further obtain higher-level certificates and develop into high-end positions with salary levels significantly increasing with certification levels. After holding the HCIA Storage certificate, you can join the Huawei Developer Community to access technical documentation, product manuals, and industry solutions, and connect with career opportunities within the Huawei ecosystem. For practitioners who wish to enter the storage industry or enhance their IT operations capabilities, this certification is an important way to solidify their foundation, gain industry recognition, and lay the foundation for advanced certification in the future.   3. Core Components of the Huawei HCIA-Storage Certification The H13-611 certification system has built a complete knowledge system in the field of storage technology, covering the core content from basic theory to practical application of Huawei products. The basic theory of H13-611 certification content storage deeply analyzes the differences in the characteristics of block, file, and object storage, masters the working principles of storage media such as HDD/SSD, and is proficient in RAID data protection technology and performance evaluation methods. Learn the composition principles of DAS, NAS, and SAN architectures for storage architecture and protocol systems, and be proficient in the configuration points and application scenario selection of core protocols such as SCSI, NFS/CIFS, and FC. Huawei's product technology focuses on mastering the positioning differences of various series of OceanStor products, and proficiently using features to optimize storage performance. Practical deployment management requires the ability to initialize and configure storage devices, master daily operation and maintenance skills such as creating and mapping LUNs, monitoring and alerting resources, and be able to handle common faults Familiar with the deployment plan of databases in a SAN environment for typical application scenarios, proficient in NAS configuration methods for file sharing services, and knowledgeable about basic strategies for data backup and recovery. The H13-611 certification places special emphasis on cultivating students' practical storage skills in real-world enterprise environments. Through a teaching approach that combines theory with practice, it helps students establish a complete skill chain from storage planning to operation and maintenance management. It includes in-depth analysis of storage technology and detailed explanation of Huawei product features, providing students with comprehensive certification of storage technology capabilities.   4. What are the requirements to be a Huawei HCIA-Storage? (1) Qualification prerequisites: Huawei HCIA Storage (H13-611) certification has no mandatory requirements and is suitable for beginners with zero foundation and beginners in the ICT field. Huawei recommends that you first study the HCIA Storage training course provided by Huawei to master the theoretical foundation and practical product operation. (2) Training and examinations: The Huawei HCIA Storage (H13-611) certification question types include multiple choice questions and true/false questions, with a total of 60 questions. The exam lasts for 90 minutes, with a maximum score of 1000. If you pass with a score of 600 or above, the exam fee is approximately $200.  (3) Qualification maintenance: The Huawei HCIA Storage (H13-611) certificate is valid for 3 years and requires passing a "recertification exam" or obtaining a higher-level certification to extend its validity before expiration.   5. Comparable Certifications to Huawei HCIA-Storage Certification Red Hat Certified System Administrator (RHCSA) Alibaba Cloud Certified Associate - Apsara Stack (ACA) Cisco Certified Entry Network Technician (CCENT) SNIA Storage Networking Certification (Entry-Level)  

Table of Contents1. Introduction to the CLP certification2. The Competitive Edge of a CLP Certification3. Core Components of the Certified LeSS Practitioner Certification4. What are the requirements to be a Certified LeSS Practitioner?5. Comparable Certifications to Certified LeSS Practitioner Certification The Certified LeSS Practitioner (CLP) is a scaled agile certification focused on the LeSS framework, aiming to develop the ability to drive multi-team collaboration. 1. Introduction to the CLP certification Certified LeSS Practitioner (CLP) is a professional certification launched by LeSS.org, the official organization for large-scale Scrum frameworks, focusing on verifying the ability to scale the application of the LeSS framework in multi team collaboration scenarios. CLP certification is based on the core principles of Scrum, combined with lean thinking and systems thinking, to cultivate practitioners who can design multi team collaboration mechanisms and promote the efficiency improvement of large-scale product development. It is suitable for agile coaches, Scrum Masters, and product owners who need to deliver complex products through dozens of teams.  When a company needs to collaborate with more than 10 Scrum teams to deliver large products, the Scrum practice of a single team is difficult to address pain points such as goal alignment, dependency management, and process redundancy. The core positioning of CLP certification is to cultivate "LeSS framework implementers and multi team collaboration drivers," help organizations break down team barriers, establish a scaled collaboration system that conforms to the LeSS concept with "simplifying processes and focusing on value" as the core, ensure efficient collaboration among all teams around a unified product vision, and avoid the trap of "scale equals complexity."  These types of talents usually play the role of "collaborative hubs for large-scale product development," balancing local efficiency and overall value.   2. The Competitive Edge of a CLP Certification CLP is the official certification of the LeSS framework and is highly recognized among enterprises that focus on "simplifying and scaling." It is a core qualification for applying for the position of "agile management of large products" and has increased competitiveness by more than 40% compared to ordinary Scrum certification holders.  CLP certification training focuses on "case exercises+problem solving" rather than pure theory, and can be directly applied to multi team projects after learning, avoiding the embarrassment of "not being able to use it after learning." According to industry data, the average annual salary of CLP holders is 35%-50% higher than that of ordinary Scrum Masters.  CLP holders can join the LeSS global community to access the latest LeSS practice cases, participate in online seminars, connect with global LeSS expert resources, and continuously improve their scale agile capabilities.   3. Core Components of the Certified LeSS Practitioner Certification The CLP certification system has built a scaled agile practice system based on the LeSS framework, focusing on achieving efficient collaboration among multiple teams while maintaining Scrum simplicity. CLP certification builds a complete capability framework around five core modules, with a deep analysis of the essence of scale agile based on the LeSS framework, mastery of the applicable scenarios of LeSS Basics and LeSS Huge modes, and understanding the specific application of the ten guiding principles in practice. Establish a multi team collaboration mechanism to create a single product to-do list and a single product owner system, ensure cross team understanding through requirement refinement workshops, and design a feature team transformation path to enhance end-to-end delivery capabilities. Redesign the event optimization system for Scrum events in large-scale scenarios, including hierarchical planning meetings, two-level station meeting systems, hierarchical review mechanisms, and overall product review meetings, to ensure collaboration efficiency and overall value delivery. The role responsibility upgrade elevates the Scrum Master to a multi team collaboration coach, strengthens the global decision-making ability of the Product Owner, promotes the transformation of management to an environment builder, and provides organizational support for large-scale practice. Problem diagnosis and improvement identify typical problems such as team transformation and dependency deadlocks, develop solutions through tools such as value stream analysis, and establish improvement community mechanisms to promote continuous optimization. CLP places special emphasis on cultivating students' ability to implement scaling while maintaining the essence of Scrum, and helps practitioners master key skills for simplifying collaboration processes and eliminating organizational waste through real-life cases. It includes in-depth analysis of the LeSS framework and full process practice from team transformation to organizational support, helping students build comprehensive capabilities to promote scale agile implementation.   4. What are the requirements to be a Certified LeSS Practitioner? (1) Qualification prerequisites: The prerequisite for obtaining CLP certification is that you have a solid foundation in Scrum. LeSS.org recommends that you hold Scrum certifications or have more than 1 year of Scrum Master/Product Owner practical experience and understand the core events and artifacts of Scrum.  In addition, you also need to participate in the official CLP 3-day training course authorized by LeSS.org, taught by certified LeSS trainers (CLT). The course focuses on practical case analysis and group exercises, rather than pure theoretical explanations.  (2) Training and examinations: CLP certification does not have a separate exam, and students are required to complete a 3-day training course and actively participate in classroom discussions. The trainer will evaluate their understanding and implementation ability of LeSS principles, and those who pass will receive certification. The training fee varies by region and training institution. (3) Qualification maintenance: CLP certification has no fixed validity period, but LeSS.org encourages holders to participate in LeSS community activities or advanced training every 2 years to update their knowledge system.  After completing CLP certification, you can further take the "Certified LeSS Coach (CLC)" exam, focusing on the design and coaching capabilities of organizational level LeSS transformation.   5. Comparable Certifications to Certified LeSS Practitioner Certification Scaled Professional Scrum (SPS) Certified Scrum@Scale Practitioner (CSSP) SAFe Program Consultant (SPC) Professional Scrum Master III (PSM III)    

Table of Contents1. Introduction to the Scaled Scrum Professional certification2. Career Value of Holding the Scaled Scrum Professional Certification3. Core Components of the Scaled Scrum Professional Certification4. What are the requirements to be a Scaled Scrum Professional?5. Comparable Certifications to Scaled Scrum Professional Certification SSPC is a certification in scaled agile that focuses on the Scrum@Scale framework and cultivates the ability to promote agile transformation and cross-team collaboration. 1. Introduction to the Scaled Scrum Professional certification Scaled Scrum Professional Certification (SSPC) is an advanced certification launched by Scrum Inc., focusing on the practical ability to apply Scrum at scale in large organizations or complex projects, based on Scrum Inc.'s “Scrum@Scale” framework, cultivating professional talents who can design cross team collaboration mechanisms, drive organizational level agile transformation, and achieve large-scale value delivery, suitable for managers or senior Scrum Masters responsible for multi team collaboration and enterprise level agile implementation. When a company needs to collaborate with dozens or even hundreds of Scrum teams to deliver super large products, the Scrum practice of a single team is difficult to solve scaling challenges such as goal alignment, dependency management, and organizational barriers. The core of SSPC certification is to cultivate "architects and drivers of organizational level scaling Scrum," based on Scrum@Scale Framework helps enterprises break down departmental walls, establish a "transparent, synchronized, and self-organizing" cross team collaboration system, ensure efficient collaboration among all teams around a common corporate vision, and achieve a leap from "team level agility" to "organizational level agility" These types of talents usually play the role of "engines for scaling agile transformation," balancing local efficiency and overall value.     2. Career Value of Holding the Scaled Scrum Professional Certification SSPC is based on the Scrum Founder's Team Scrum@Scale Framework is a core qualification for verifying organizational level agile implementation capabilities, highly recognized in agile transformation projects of large enterprises, and serves as a "passport" to participate in high-value transformation projects. Compared to practitioners who only master single team Scrum, SSPC holders are more likely to be promoted to senior management positions such as "Agile Director" and "Transformation Leader." The training and examination process covers Scrum@Scale The complete practical system helps you master replicable large-scale design methods and avoid the transformation detours caused by "empiricism." After obtaining SSPC certification, you can join Scrum Inc.'s scaled agile community and directly access Jeff Sutherland's team's latest practice cases, participate in global high-end forums, connect with experts in the same field, and provide reference for complex transformation projects.   3. Core Components of the Scaled Scrum Professional Certification SSPC certification is based on the Scrum@Scale Framework, focusing on the full process practice of enterprise level scale agile transformation. SSPC certification system deeply analyzes the core principles of the Scrum@Scale framework. The logic of scaling up, mastering the alignment mechanism between global goals and team goals, and understanding the collaborative operation of core components such as Meta Scrum and execution action teams. Goal alignment and value stream design are achieved through tools such as OKR to decode strategies, establish a value transmission chain from enterprise vision to team tasks, and optimize end-to-end delivery efficiency using methods such as value stream mapping. The cross team collaboration mechanism system relies on multidimensional dependencies, and establishes a multi-level synchronization mechanism such as daily site meetings, integrated reviews, and large-scale reviews to ensure transparency and response speed in large-scale collaboration. Organizational transformation promotes the diagnosis and resolution of organizational level barriers, drives the evolution of organizational structure towards product oriented teams. Build a measurement system to design global indicators such as end-to-end delivery cycle and value delivery frequency, establish a data-driven continuous improvement cycle, and avoid local optimization traps. SSPC places special emphasis on cultivating students' ability to drive change in complex organizational environments, using real-life cases to help them master key skills for implementing agile scaling. It includes in-depth interpretation of framework theory and full process practice from strategic alignment to execution, helping you build comprehensive capabilities to drive enterprise level agile transformation.   4. What are the requirements to be a Scaled Scrum Professional? (1) Qualification prerequisites: You need to first obtain the Registered ScrumMaster certification from Scrum Inc. and have a solid foundation in single team Scrum. Scrum Inc. recommends that you have more than 2 years of experience in team collaboration or large-scale projects, and have participated in at least 1 large-scale agile practice project. In addition, you also need to participate in Scrum Inc. authorization “Scrum@Scale” official training courses focus on practical design and case analysis of large-scale frameworks.  (2) Training and examinations: The SSPC exam consists of 50 multiple-choice questions and situational analysis questions, with a duration of 90 minutes. Those who answer 70% or more correctly can pass, with a focus on analyzing and designing solutions for large-scale scenarios.  (3) Qualification maintenance: The SSPC certificate is valid for 2 years and requires participation in Scrum Inc. recognized large-scale agile continuing education events and industry summits during the validity period, accumulation of 24 Scrum education credits, and payment of approximately $150/2-year renewal fee.   5. Comparable Certifications to Scaled Scrum Professional Certification Scrum@Scale Practitioner SAFe Scrum Master (SSM) Certified LeSS Practitioner (CLP)