Table of Contents1. Introduction to the ANS-C01 certification2. The Competitive Edge of ANS-C01 Certification3. Core Components of the ANS-C01 Certification4. What are the requirements to be an AWS Certified Advanced Networking Specialty?5. Comparable Certifications to AWS Certified Advanced Networking Specialty Certificatio The AWS Certified Advanced Networking Specialty is a top-level expert certification in AWS networking that focuses on enterprise-level complex network architectures. 1. Introduction to the ANS-C01 certification AWS Certified Advanced Networking Specialty (ANS-C01) is a top-level expert certification in the networking field within the AWS certification system. It focuses on verifying practitioners' end-to-end practical abilities in designing, deploying, optimizing, and operating enterprise level complex network architectures based on AWS services. It is the "gold standard" for measuring the core competencies of AWS senior network engineers. After the enterprise scales up to the cloud, the network architecture needs to be upgraded from "basic connectivity" to an enterprise level solution that is "high availability, low latency, secure isolation, and scalable." To solve core challenges such as cross regional interconnection, hybrid cloud dedicated lines, large-scale traffic scheduling, and complex security protection. The core positioning of the ANS-C01 certification is to cultivate "enterprise level network architects and technical experts in the AWS ecosystem," rather than simply "network configurators." Holders of ANS-C01 certification need to possess global network thinking, be able to design AWS network architecture for complex business scenarios, solve key issues such as hybrid cloud dedicated line redundancy and global traffic intelligent scheduling, ensure that the network architecture adapts to business needs and supports future expansion. 2. The Competitive Edge of ANS-C01 Certification ANS-C01 is the only official network expert certification from AWS, with a very low proportion of global holders, making it a "must-have" for companies to recruit "AWS Senior Network Engineers." When recruiting AWS partners, it is often listed as a core screening criterion, which is a key indicator to distinguish between intermediate and advanced network talents. ANS-C01 certification focuses on "enterprise level complex scenarios," which can prove the ability to independently solve AWS network core pain points, directly lead enterprise level network projects, and become a technical core backbone. Holders of ANS-C01 certification can join the AWS Global Network Community and obtain official enterprise level network cases and technical white papers; prioritize participation in high-end events such as AWS re:Invent networking sessions and technology summits, connect with experts in the same field and opportunities for high-end projects, and have broad career development opportunities.   3. Core Components of the ANS-C01 Certification For professionals who are committed to becoming top experts in the field of cloud networking and responsible for designing and implementing large-scale, complex enterprise level network solutions, AWS Certified Advanced Networking - Specialty (ANS-C01) certification is a highly challenging advanced specialized certification. ANS-C01 certification focuses deeply on building and maintaining high-performance, highly available, and highly secure global network infrastructure on AWS, aiming to verify whether you have the expert level architecture and implementation capabilities to handle advanced VPC design, hybrid cloud interconnection, global traffic scheduling, and automated operations. Designing and deploying complex AWS network architecture is the cornerstone of all capabilities. You need to be proficient in designing VPC architectures with multiple accounts and regions, and use Transit Gateway to achieve centralized management. At the same time, it is necessary to master the ability to achieve large-scale network expansion and secure service access through VPC peer-to-peer connections and Private Links. Designing and deploying hybrid cloud network connectivity is key to enterprise cloud adoption. You need to be able to plan a highly available FHIR dedicated line architecture and configure Site to Site VPN as a backup. In addition, it is necessary to be proficient in hybrid cloud routing and DNS integration to achieve seamless integration between local data centers and cloud resources. Designing and implementing network traffic management ensures application performance and availability. You need to master advanced routing strategies using Route 53 for global traffic scheduling and be proficient in advanced configurations of load balancers such as ALB and NLB. At the same time, it is necessary to be able to implement advanced control and optimization strategies such as DDoS protection and traffic mirroring. Network monitoring, troubleshooting, and optimization continuously ensure the sustained health of the network. You need to be able to use CloudWatch and third-party tools for comprehensive monitoring, and have the ability to troubleshoot complex environments such as hybrid clouds.    4. What are the requirements to be an AWS Certified Advanced Networking Specialty? (1) Qualification prerequisites: Before preparing for AWS Certified Advanced Networking Specialty (ANS-C01), you need to pass an AWS Assistant level certification. We recommend that you have at least 2 years of practical experience in AWS, be proficient in deep configuration of core network services, have at least 1 year of experience in enterprise level network architecture design or hybrid cloud networking, and be familiar with network security fundamentals and network monitoring tools.  (2) Training and examinations: ANS-C01 has approximately 65 questions, including multiple-choice questions and scenario analysis questions for designing network solutions based on complex business scenarios. The exam lasts a total of 170 minutes, including 10 minutes of pre-exam instructions and a 5-minute survey questionnaire. The maximum score for the exam is 1000 points. If you pass with 750 points or above, the exam fee is $300.  (3) Qualification maintenance: The ANS-C01 certificate is valid for 3 years and must be renewed by passing the "renewal exam" or obtaining other AWS expert level certifications within the validity period.   5. Comparable Certifications to AWS Certified Advanced Networking Specialty Certificatio Cisco CCNP Enterprise Cisco CCIE Enterprise Infrastructure VMware Certified Professional – Network Virtualization (VCP-NV) Palo Alto Networks Certified Network Security Engineer (PCNSE)    

Table of Contents1. Introduction to the SCS-C02 certification2. The Competitive Edge of SCS-C02 Certification3. Overview of the SCS-C02 Certification4. What are the requirements to be an AWS Certified Security Specialty?5. Comparable Certifications to AWS Certified Security Specialty Certification The SCS-C02 certification is a top-level AWS security certification that focuses on the design and implementation of enterprise-level security-in-depth protection systems. 1. Introduction to the SCS-C02 certification AWS Certified Security Specialty (SCS-C02) is the top expert level certification in the security field within the AWS certification system, focusing on verifying practitioners' end-to-end practical capabilities in designing, building, implementing, and operating enterprise level deep security protection systems based on AWS services. It is the "gold standard" for measuring the core competencies of AWS security experts. After enterprises go to the cloud, security risks shift from "boundary protection" to "cloud native full chain protection," which requires solving complex problems such as identity and permission abuse, data leakage, non-compliance, and difficult threat detection. The core of SCS-C02 certification is to cultivate "enterprise level security architects and risk management experts in the AWS ecosystem," who are not simply users of security tools, but can plan security architecture from the "strategic level," implement deep defense from the "technical level," ensure compliance and risk control from the "governance level," and ultimately achieve the security goals of "Confidentiality, Integrity, and Availability" in the AWS environment. When designing a security system for the AWS environment of financial enterprises, SCS-C02 certificate holders will establish a deep defense system of "identity security—network security—data security—threat protection—compliance governance," minimizing permissions, auditable operations, end-to-end data encryption, second level threat detection and automated response, while meeting industry compliance requirements such as PCI DSS and GDPR.   2. The Competitive Edge of SCS-C02 Certification SCS-C02 is the only official AWS security expert certification, with a very low proportion of global holders, making it a "must-have" for companies to recruit "AWS security experts." When recruiting for large companies, fintech companies, and AWS partners, they are often listed as the core screening criteria, which is the core symbol that distinguishes ordinary security personnel from experts. SCS-C02 certification focuses on "enterprise level complex scenarios," which can prove the ability to independently solve AWS security core pain points, advanced threat detection and response, and directly lead the construction of enterprise AWS security system, becoming the technical core backbone. Holders of SCS-C02 certification can join the AWS Global Security Community to access official security best practice documents, threat intelligence, and compliance solutions; prioritize participation in high-end events such as AWS re: Invent Security Session and Security Technology Summit, connect with experts and high-end project opportunities in the same field, and have broad career development opportunities.   3. Overview of the SCS-C02 Certification For professionals who are committed to becoming cloud security experts and responsible for designing and maintaining the overall security posture of AWS environments, AWS Certified Security Specialty (SCS-C02) certification is an authoritative credential representing advanced professional competence. The AWS Certified Security—Specialty certification focuses on the full process and defense in depth security system of the AWS cloud platform, aiming to systematically verify whether you have comprehensive advanced protection capabilities from identity, data, network to threat detection and compliance governance. As the first line of defense for security, identity and access management require proficiency in IAM advanced policy design, including attribute based access control and permission boundaries. You must master the use of Organizations and SCP for centralized permission governance in a multi account environment, and achieve continuous permission auditing and optimization through means such as IAM Access Analyzer. The network security and boundary protection module requires you to build a secure network foundation. You need to be able to design isolated VPC architectures and proficiently use security groups, network ACLs, and VPC endpoint nodes. Furthermore, you must master the deployment of WAF, Shield Advanced, and Network Firewall to build a multi-layered advanced threat protection system. The core of security lies in protecting data. You need to be able to plan end-to-end encryption schemes and proficient in using AWS KMS for full lifecycle key management. At the same time, it is necessary to master the use of Amazon Macie for automatic discovery and classification of sensitive data to achieve effective data leakage prevention. Threat detection and event response are key to achieving proactive and secure operations. You need to be able to integrate GuardDuty, Inspector, and Security Hub to build a unified threat detection platform, and be proficient in writing automated response scripts through EventBridge and Lambda to achieve rapid discovery and disposal of security incidents. To ensure that the environment continues to comply with regulations, you need to master the translation of compliance frameworks such as PCI DSS and GDPR into specific AWS security configurations, and use AWS Config and Organizations SCP to implement continuous compliance checks and governance, generating necessary compliance evidence. Infrastructure and container security are essential for protecting modern computing workloads. You need to master the security reinforcement of EC2 instances, including using Secrets Manager to manage secrets and configure automatic patches, as well as being able to implement network policies and security benchmark configurations for Amazon EKS container clusters.   4. What are the requirements to be an AWS Certified Security Specialty? (1) Qualification prerequisites: Before obtaining SCS-C02 certification, you must first pass an AWS Assistant level certification. We recommend that you have at least 2 years of practical experience in AWS and be proficient in the security configuration of core services. We recommend that you have at least 1 year of experience in enterprise level security architecture design or security operations; Be familiar with at least one compliance framework and prepare for the exam while understanding the best practices of cloud native security.  (2) Training and examinations: SCS-C02 has a total of approximately 65 questions, including multiple-choice questions and scenario analysis questions for designing security solutions based on complex business scenarios. The SCS-C02 exam lasts for 170 minutes, including 10 minutes of pre-exam instructions and a 5-minute survey questionnaire. The maximum score for the exam is 1000 points, with a passing score of 750 or above. The exam fee is approximately $300.  (3) Qualification maintenance: The SCS-C02 certificate is valid for 3 years and must be renewed by passing the "renewal exam" or obtaining other AWS expert level certifications within the validity period   5. Comparable Certifications to AWS Certified Security Specialty Certification Certified Cloud Security Professional (CCSP) Certified Cloud Security Knowledge (CCSK) Google Professional Cloud Security Engineer Microsoft Certified: Azure Security Engineer Associate    

Table of Contents1. Introduction to the RCDD certification2. The Competitive Edge of RCDD Certification3. Core Components of the RCDD Certification4. What are the requirements to be a BICSI Registered Communications Distribution Designer?5. Comparable Certifications to BICSI Registered Communications Distribution Designer Certification RCDD is a top-tier global certification in communications infrastructure design that focuses on the planning and design of communication systems in complex scenarios. 1. Introduction to the RCDD certification BICSI Registered Communications Distribution Designer (RCDD) is a globally authoritative communication infrastructure design certification issued by the International Building Communications Cabling and Infrastructure Institute (BICSI), focusing on verifying the advanced professional capabilities of practitioners in planning, designing, integrating, accepting, and project management of communication distribution systems in buildings and parks. It is the "gold standard" in the field of communication infrastructure design, aimed at cultivating expert-level talents who can solve complex communication cabling and infrastructure design problems, and ensure long-term stability and scalability of systems. It is the core professional qualification for entering the high-end communication design and system integration field. The demand for communication infrastructure in modern architecture has evolved from simple "data transmission" to "multi service integration, high bandwidth, high reliability, and intelligence," requiring professional design to avoid problems such as "bandwidth bottlenecks, signal interference, difficult operation and maintenance, and limited expansion." The core positioning of RCDD certification is to cultivate "expert level designers and technical managers for the entire lifecycle of communication infrastructure," rather than simply "wiring drafters." Holders of RCDD certification need to possess global design thinking, be able to design communication distribution system architecture based on building functions, business requirements, and industry standards, solve key issues such as wiring design, medium selection, link testing, and security protection in complex scenarios, ensure that communication infrastructure is adapted to current business and support technological upgrades in the next 5-10 years.   2. The Competitive Edge of RCDD Certification RCDD is a globally recognized top-level qualification in the field of communication design, highly recognized among Huawei, Cisco, ZTE, system integrators, high-end architectural design institutes, and data center service providers. When recruiting for high-end communication design positions, it is often listed as a "must-have condition," which is the core symbol that distinguishes ordinary designers from expert designers. RCDD certification represents proficiency in industry standards and best practices, and the holder has a natural advantage in project bidding and technical evaluation; you can join the BICSI global community to access the latest industry standards, technical whitepapers, project cases, and connect with global communication design expert resources. Communication infrastructure is the "underlying lifeline" of architecture and IT. The technical capabilities covered by RCDD certification have strong universality and slow iteration, and holders can cultivate them for a long time without being affected by a single technological iteration, with a long professional life cycle.   3. Core Components of the RCDD Certification For professionals who are committed to becoming top experts in the field of communication infrastructure design, responsible for planning and building enterprise and park level physical network neural systems, RCDD certification is recognized as one of the highest professional achievements in the industry. The RCDD certification is issued by BICSI and focuses deeply on the end-to-end design, integration, and management of communication infrastructure. It aims to systematically verify whether you have the expert level architecture capabilities to handle everything from standard understanding, medium selection, to complex system integration and project delivery. The foundation and standards of communication design are the cornerstone of all designs. You need to be proficient in global and regional core standards such as TIA/EIA-568, and master the complete design process from requirement analysis to acceptance delivery to ensure the compliance and foresight of the solution. You will gain a deep understanding of the characteristics, performance limits, and application scenarios of copper cables from Cat.6A to Cat.8, as well as fiber optic transmission media from OM5 to OS2. You will also be able to accurately calculate optical link losses and select the most economical and efficient "information highway" materials for the system. The design of building communication distribution system is the core of authentication. You need to be proficient in designing the horizontal and vertical mainline systems of the entire building, planning the layout and environment of wiring and equipment rooms, which is a key ability to build any modern building communication backbone. Your design vision needs to expand from a single building to the entire park. This includes planning backbone fiber optic cable routing and protective measures between buildings, as well as designing wireless coverage and outdoor wireless links in the park. Faced with the most demanding environment, you need to design data center cabling topology according to TIA-942 standards, choose high-density pre termination solutions, and consider supporting infrastructure. Modern RCDD requires a system integration expert. You will learn how to deeply integrate communication infrastructure with weak current systems and build a unified intelligent management platform. Excellent design cannot be achieved without excellent management. You need to master project coordination, cost control, and be able to prepare complete and standardized design and construction documents. Finally, certification requires you to ensure that the design can be perfectly implemented. You must master the methods of using OTDR, Fluke tester and other tools for link authentication testing, and develop long-term maintenance and upgrade strategies.   4. What are the requirements to be a BICSI Registered Communications Distribution Designer? (1) Qualification prerequisites: Registered Communications Distribution Designer (RCDD) requires a college degree or above in a relevant field. You need to have at least 5 years of work experience in communication infrastructure design, construction, and project management. If the education level is higher, the work experience requirement can be appropriately reduced, and the specific requirements shall be subject to the latest official regulations of BICSI. The training requires you to complete BICSI approved RCDD training courses or possess equivalent knowledge reserves.  (2) Training and examinations: The Registered Communications Distribution Designer (RCDD) has approximately 100 multiple-choice questions, including scenario analysis questions. The exam lasts for 3 hours. Full score of 1000 points, reaching 700 points or above to pass. The exam fee is approximately $800-1000.  (3) Qualification maintenance: The RCDD certificate is valid for 3 years; the renewal requirement is that you need to accumulate 60 Continuing Education Units within the validity period, pay the renewal fee, submit a renewal application, and pass the review.   5. Comparable Certifications to BICSI Registered Communications Distribution Designer Certification BICSI Data Center Design Consultant (DCDC) Certified Data Centre Professional (CDCP) Certified Technology Specialist - Design (CTS - D) Cisco Certified Network Professional (CCNP)  

Table of Contents1. Introduction to the CWNA certification2. The Rewards of Being a Certified Wireless Network Administrator3. Core Components of the CWNA Certification4. What are the requirements to be a Certified Wireless Network Administrator?5. Comparable Certifications to Certified Wireless Network Administrator Certification The Certified Wireless Network Administrator is an entry-level certification in the field of wireless networks that focuses on both fundamental theory and practical skills. 1. Introduction to the CWNA certification Certified Wireless Network Administrator (CWNA) is an entry-level authoritative certification in the field of wireless networks launched by the Certified Wireless Network Professional (CWNP) organization. It focuses on verifying practitioners' theoretical and practical abilities in core technologies, planning and deployment, configuration management, performance optimization, and basic security of 802.11 wireless local area networks. CWNA is the cornerstone of the CWNP certification system, aimed at cultivating professional talents who can independently complete the full lifecycle management of small and medium-sized wireless networks. It is a core professional credential for entering the fields of wireless network operation and technical support. With the popularization of Wi-Fi technology, the demand for stable and efficient wireless networks in enterprises, campuses and other scenarios has surged, requiring professionals to solve core issues such as signal coverage, interference investigation, connection stability, and security protection. The core of CWNA certification is to cultivate "practical wireless network infrastructure builders and managers," rather than simply "theoretical researchers." The certificate holder needs to master the core principles of the 802.11 protocol family, be able to plan wireless network architecture according to scenario requirements, complete AP deployment, channel configuration, user access management, troubleshoot common faults, and ensure that the wireless network meets business usage requirements and complies with basic security specifications. When building wireless networks for small businesses, CWNA licensees will first conduct on-site surveys to plan the deployment locations and quantities of APs; Docking with enterprise authentication servers to enable employee account login; View AP load and signal strength through wireless monitoring tools, optimize channel and power configuration; When employees provide feedback on Wi-Fi disconnection, they can quickly identify whether it is signal interference, AP failure, or configuration issues and fix them.   2. The Rewards of Being a Certified Wireless Network Administrator CWNA is a globally recognized wireless network infrastructure certification, highly recognized among network equipment manufacturers, system integrators, and enterprise IT departments When recruiting for junior wireless operation and technical support positions, they are often listed as a "priority condition." It is difficult for uncertified individuals to pass the resume screening process, especially in formal enterprises where their advantages are significant. CWNA is the starting point of the CWNP certification system. After passing it, one can seamlessly advance to learn advanced certifications such as CWSP, CWDP, CWAP, etc., gradually growing into an expert in the wireless field with a clear career development path. CWNA certification covers wireless basic theory and practical skills, proving the ability to independently build and manage small and medium-sized wireless networks. Enterprises can directly arrange for certified personnel to participate in wireless projects without extensive pre job training, and they can quickly get started with work after joining.   3. Core Components of the CWNA Certification For practitioners who aspire to become wireless network professional engineers and hope to master the core knowledge and practical skills of Wi-Fi technology, CWNA certification is recognized as a professional cornerstone in the industry. As a core level in the CWNP certification system, CWNA focuses deeply on the "full lifecycle management" of 802.11 wireless LANs, aiming to comprehensively verify your comprehensive capabilities in designing, deploying, optimizing, protecting, and troubleshooting enterprise level Wi-Fi networks The basics of wireless radio frequency and the 802.11 protocol are the language for understanding all wireless technologies. You need to have a deep understanding of radio frequency propagation characteristics, power unit conversion, and interference analysis, and be familiar with the protocol evolution from Wi-Fi 4 to Wi-Fi 6/6E, as well as key technologies such as OFDM and MIMO, to lay a solid theoretical foundation for subsequent engineering practice. An excellent network begins with excellent planning. You will learn how to conduct on-site surveys based on business needs and develop deployment plans that balance coverage and capacity.  The wireless network configuration and management module focuses on the daily operation of the network. You need to understand the architecture differences between fat APs and thin APs, master the configuration of SSIDs, VLANs, and fast roaming protocols, and be able to implement complex 802.1X enterprise authentication from simple PSK to ensure network usability and security. Optimization is key after network deployment. You need to master how to optimize signal coverage and network capacity by adjusting AP power, antenna selection, and load balancing. At the same time, it is necessary to be able to configure QoS policies to ensure user experience for real-time applications such as voice and video. Security is the lifeline of wireless networks. You must be proficient in the security differences of encryption protocols such as WPA3, able to configure powerful enterprise level authentication, and implement a series of protective measures such as disabling WPS and configuring ACL to resist common attacks such as network scraping and pseudo AP.   4. What are the requirements to be a Certified Wireless Network Administrator? (1) Qualification prerequisites: Certified Wireless Network Administrator (CWNA) Certification does not require mandatory educational qualifications or experience, making it suitable for individuals with zero foundation or limited wireless practical experience. (2) Training and examinations: Certified Wireless Network Administrator (CWNA) includes a total of 70 multiple-choice questions. The exam lasts for 90 minutes, with a maximum score of 1000 points, and passing with a score of 700 or above. The exam fee is approximately $250, with a global uniform price and slight differences in tax fees in different regions.  (3) Qualification maintenance: The Certified Wireless Network Administrator (CWNA) certificate is valid for 3 years. During the validity period, you need to pass any advanced certification exam within the CWNP system or retake the current CWNA exam to extend the certificate's validity.   5. Comparable Certifications to Certified Wireless Network Administrator Certification Certified Wireless Technology Specialist (CWTS) Certified Wireless Security Professional (CWSP) Aruba Certified Mobility Associate (ACMA)  

Table of Contents1. Introduction to the CCMA certification2. The Competitive Edge of CCMA Certification3. Core Components of the CCMA Certification4. What are the requirements to be a Certified Clinical Medical Assistant?5. Comparable Certifications to Certified Clinical Medical Assistant Certification The Certified Clinical Medical Assistant (CCMA) is a professional certification in the field of clinical medical assistants that focuses on practical clinical support skills. 1. Introduction to the CCMA certification Certified Clinical Medical Assistant (CCMA) is an authoritative professional certification issued by the National Healthcare Association (NHA) in the United States, focusing on verifying the professional abilities of medical assistants to perform basic medical care, patient care, and medical office support in clinical settings. CCMA is a highly recognized clinical medical assistant qualification in the US healthcare industry, aimed at cultivating professionals who can assist doctors and nurses in completing clinical diagnosis and treatment work, and ensure efficient and compliant medical processes. It is the core professional credential for entering clinical medical assistant positions. Clinical medical assistants are important frontline support roles in medical institutions, connecting doctors, patients, and medical service processes. The core positioning of CCMA certification is to cultivate "practical medical auxiliary professionals in clinical settings." It does not require independent diagnosis or complex treatment capabilities, but focuses on "basic clinical operations + patient care + medical process assistance", requiring certificate holders to complete clinical basic work safely and compliantly, reducing the burden on doctors and nurses, improving diagnosis and treatment efficiency, while ensuring patient medical experience and medical safety. In community clinics, CCMA holders can assist doctors in measuring patients' vital signs, collecting blood and other laboratory samples, and sending them for testing; Prepare diagnostic and treatment equipment, assist in completing small-scale clinical procedures; Record medical information such as patient history and allergy history, and organize medical record files; Guide patients on medication methods, postoperative precautions, and other basic health education.   2. The Competitive Edge of CCMA Certification CCMA is a recognized clinical medical assistant qualification in the US healthcare industry, and the vast majority of formal medical institutions list it as a "priority or essential condition" when recruiting. It is difficult for uncertified individuals to obtain formal clinical medical assistant positions, especially in the formal healthcare system where advantages are significant. The average hourly wage of CCMA certified individuals in the United States is 15%-25% higher than that of uncertified individuals; domestic foreign-related medical institutions and high-end private hospitals also have a high degree of recognition for CCMA certification, and the starting salary of certified individuals is generally 20%-30% higher than that of non-certified individuals. CCMA certification is a fundamental qualification in the field of medical assistance, which allows for employment in various settings such as community clinics, hospital clinics, rehabilitation centers, and physical examination centers; after accumulating experience, one can further develop towards specialized medical assistants, medical office supervisors, health education specialists, or continue to pursue higher medical qualifications such as nurses and laboratory technicians. The CCMA certification process is strict, and once passed, it proves core competencies such as clinical basic operations, patient care, and medical compliance. Companies can directly arrange for certificate holders to participate in clinical work without the need for extensive pre-job training, and they can quickly get started after joining.   3. Core Components of the CCMA Certification For newcomers or practitioners who aspire to enter the healthcare field and become an important member of clinical teams, CCMA certification is a highly valuable professional admission credential. This certification closely revolves around the core responsibilities of medical assistants in their daily work, aiming to comprehensively cultivate and verify your comprehensive practical abilities in clinical operations, patient care, medical administration, and safety regulations. It is a solid foundation for you to start your medical career. Clinical basic skills are the core responsibility of medical assistants and also the focus of certification and assessment. You need to be proficient in vital sign measurement, venous and capillary blood collection, and other specimen collection techniques, and be able to safely assist doctors in wound treatment, injection, and other operations. All of these skills must strictly adhere to aseptic principles and infection control standards to ensure patient safety and professional operation. The patient care and communication module emphasizes the humanistic care and communication soft skills of medical assistants. You will learn how to professionally receive and comfort patients, provide basic life care, and take on the role of health education, explaining medical orders and health knowledge to patients in easy to understand language, becoming an important bridge connecting doctors and patients. The dual role of medical assistants is reflected in medical office and record keeping. You need to master the entry and management of electronic health records and accurately organize patient information. At the same time, it is also necessary to be competent in administrative support work such as appointment check ups and management of medical consumables, to ensure the smooth operation of clinical workflow. Laws and regulations, as well as medical safety, are the bottom line for ensuring professional safety. You must have a deep understanding of patient privacy regulations such as HIPAA and clarify your own responsibility boundaries. At the same time, proficient in palm and hand hygiene, infection control and other safety regulations, and possessing the ability to implement cardiopulmonary resuscitation (CPR) and use AED as a primary first aid to respond to emergency situations in the clinic. In summary, CCMA certification is highly suitable for practitioners who wish to obtain professional qualification certification in the medical field. Obtaining this certification not only demonstrates your comprehensive ability to perform clinical support work and medical office affairs under the guidance of doctors, but also showcases your potential and commitment as a professional and reliable member of the medical team to employers, paving the way for your successful employment in various medical environments.   4. What are the requirements to be a Certified Clinical Medical Assistant? (1) Qualification prerequisites: Before obtaining the Certified Clinical Medical Assistant certification, you need to complete a medical assistant training course recognized by the NHA or have a medical related professional education and clinical internship experience. Partial pathways require a certain amount of clinical medical assistant internship or work experience (usually within 1 year of relevant practice).  (2) Training and examinations: The Certified Clinical Medical Assistant certification consists of approximately 150 multiple-choice questions, including 15 non-scoring prediction questions that test knowledge memory and scenario application. The exam lasts for 3 hours. A full score of 900 points, reaching 700 points or above to pass. The exam fee is approximately $179-200.  (3) Qualification maintenance: The Certified Clinical Medical Assistant certificate is valid for 2 years. You need to complete 10 Continuing Education Units (CEUs) within the validity period, which should be related to clinical medical assistant work; Pay the renewal fee and submit the renewal application.   5. Comparable Certifications to Certified Clinical Medical Assistant Certification Certified Medical Assistant (CMA) Registered Medical Assistant (RMA) National Certified Medical Assistant (NCMA) Certified Phlebotomy Technician (CPT)  

Table of Contents1. Introduction to the SAP-C02 certification2. The Competitive Edge of SAP-C02 Certification3. Core Components of the SAP-C02 Certification4. What are the requirements to be an AWS Solutions Architect – Professional?5. Comparable Certifications to AWS Solutions Architect – Professional Certification AWS Solutions Architect – Professional is a top-level certification focusing on the strategic design and implementation capabilities of enterprise-grade cloud architectures. 1. Introduction to the SAP-C02 certification AWS Solutions Architect Professional (SAP-C02) is a top-level architecture certification launched by Amazon Web Services (AWS), focusing on verifying the end-to-end expert capabilities of practitioners in designing, deploying, optimizing, and migrating enterprise level complex cloud architectures based on AWS services. It is the highest-level qualification in the architecture field of AWS certification system, aimed at technical personnel with rich practical experience in AWS and architecture design. It aims to cultivate expert level architects who can balance business needs and technical feasibility, and solve core challenges of large-scale cloud architecture. It is the core ladder for transforming from "intermediate architects" to "enterprise level architects." After the enterprise scales up to the cloud, the architecture design needs to be upgraded from "single service deployment" to an enterprise level solution that is "global, resilient, and intelligent." It is necessary to adapt to complex business scenarios, deal with complex environments such as multiple accounts, multiple regions, and hybrid clouds, and balance the "impossible triangle" of availability, security, performance, and cost. The core positioning of SAP-C02 certification is to cultivate "enterprise level architecture strategy designers and problem-solving experts in the AWS ecosystem," rather than simply "service configurators." Holders of SAP-C02 certification need to possess the ability to convert "business technology," be able to design architecture solutions that comply with AWS best practices for complex business requirements, solve key challenges in architecture implementation, synchronize cross regional data, handle massive concurrent processing, and ultimately achieve a deep match between business value and technical architecture.   2. The Competitive Edge of SAP-C02 Certification SAP-C02 is the highest level of AWS official architecture certification, with a very low proportion of global certificate holders, and is the "gold standard" for enterprises to recruit "enterprise level cloud architects." When recruiting from large companies, top financial institutions, and AWS top partners, it is often listed as a "must-have" and an important indicator of the career ceiling for technical personnel. SAP-C02 certification does not test "basic configuration" but verifies practitioners' "strategic design ability" and "complex problem decomposition ability" through a large number of enterprise level complex scenario questions. After passing, it can be proven that it has the ability to independently lead the entire lifecycle of enterprise level cloud architecture and become the core of enterprise technology decision-making. Holders of SAP-C02 certification can join the AWS Global Architect Community to access official enterprise level architecture case libraries, technical whitepapers, and priority participation in top tier technical conferences; connect with AWS major client project resources and industry expert networks to lay the foundation for career development.   3. Core Components of the SAP-C02 Certification For solution architects who are committed to becoming top experts in cloud computing and responsible for designing and managing enterprise level complex systems, AWS Certified Solutions Architect - Professional (SAP-C02) certification is an important milestone in their career. As one of the highest levels in the AWS certification system, this certification focuses deeply on designing, deploying, and evolving complex, highly available, and resilient distributed systems at the enterprise scale, aiming to verify whether you have the strategic vision and technical depth to handle large-scale, multi-account, global workloads. The architectural strategy for designing a distributed system requires you to be proficient in system design based on the AWS Excellence Architecture Framework and make the best trade-offs between the five pillars. This includes developing high availability and disaster recovery strategies across regions and multiple availability zones to meet enterprise level business continuity requirements. Designing and deploying complex computing solution modules requires you to be able to select and optimize computing services for the most demanding workloads. Designing and deploying complex storage solutions requires you to master the modern "lake warehouse integrated" data architecture, integrating services such as S3, Redshift, and Glue. At the same time, specialized storage solutions can be selected for special scenarios such as high-performance computing and time-series data, and refined cost control can be implemented. Enterprise level connectivity is the core. You must be able to design a multi account, multi-area network based on Transit Gateway, plan highly available hybrid cloud connections, and deploy a deep network security defense system from edge to core. Safety is the cornerstone that runs through all designs. You need to design detailed IAM permission boundaries and SCP policies, build integrated threat detection and response solutions, and ensure that the entire architecture continues to comply with the strictest industry compliance standards. Finally, SAP-C02 certification assesses your ability to lead large-scale migration and continuous optimization. This includes developing enterprise level migration strategies (6R) and implementing refined cost management through tools such as Savings Plans and Spot instances to achieve long-term cost reduction and efficiency improvement.   4. What are the requirements to be an AWS Solutions Architect – Professional? (1) Qualification prerequisites: The prerequisite for AWS Certified Solutions Architect - Professional (SAP-C02) certification is that you must first pass an AWS Assistant level Architecture/Operations/Development certification. Our suggestion is to first pass: AWS Certified Solutions Architect – Associate (SAA-C03) and SysOps Administrator – Associate (SOA-C02). In addition, we recommend that you have at least 3 years of practical experience in AWS, proficiency in the deep features and collaborative logic of AWS core services, and at least 2 years of experience in enterprise level architecture design, leading the design and implementation of complex cloud architectures.  (2) Training and examinations: The SAP-C02 exam consists of approximately 75 questions, including multiple-choice questions and case analysis questions. The exam lasts for 180 minutes. Full score of 1000, passed with 750 points or above. The exam fee is approximately $300.  (3) Qualification maintenance: The SAP-C02 certificate is valid for 3 years and must be renewed by passing the "renewal exam" or obtaining other AWS expert level certifications within the validity period   5. Comparable Certifications to AWS Solutions Architect – Professional Certification Microsoft Certified: Azure Solutions Architect Expert (AZ-305) Google Cloud Professional Cloud Architect Alibaba Cloud Professional Cloud Architect (ACP) Huawei Cloud HCIE - Cloud Service Solutions Architect  

Table of Contents1. Introduction to the AZ-700 certification2. The Rewards of Being a Microsoft Azure Network Engineer Associate3. Overview of the AZ-700 Certification4. What are the requirements to be a Microsoft Azure Network Engineer Associate?5. Comparable Certifications to Microsoft Azure Network Engineer Associate Certification The AZ-700 is a core intermediate certification in the Azure networking field and a key stepping stone for networking professionals transitioning to cloud networking. 1. Introduction to the AZ-700 certification Microsoft Azure Network Engineer Associate (AZ-700) is a mid-level network certification launched by Microsoft, focusing on verifying practitioners' practical abilities in designing, deploying, managing, securing, and optimizing enterprise level Azure network infrastructure on the Microsoft Azure cloud platform. AZ-700 is the only exam for the "Microsoft Certified: Azure Network Engineer Associate" certification, aimed at technical personnel with Azure foundation and network experience. It aims to cultivate practical Azure network engineers who can support the stable, secure, and efficient operation of enterprise cloud networks. It is the core qualification for transforming from "traditional network operation and maintenance" to "cloud network experts." After the enterprise goes to the cloud, the network is the core link that connects the local data center with Azure cloud and internal Azure resources, and needs to solve complex requirements such as "cross environment interoperability, high availability, low latency, and secure isolation." The core positioning of AZ-700 certification is to cultivate "practical implementers and managers of Azure enterprise level network architecture," rather than simply "network tool operators." AZ-700 certification holders need to be proficient in Azure core network services, able to design Azure network architecture for business scenarios, solve key issues such as network connection interruptions, performance bottlenecks, security vulnerabilities, etc., and ensure that Azure network infrastructure adapts to business needs and runs stably. When building a hybrid cloud network for multinational enterprises, AZ-700 certificate holders will design a multi area virtual network architecture and achieve resource interoperability within the same area through VNet peer-to-peer connections; build a dedicated connection between the local data center and Azure through FHIR to ensure the secure and stable transmission of sensitive data; configure Azure Traffic Manager to achieve intelligent distribution of cross regional application traffic and reduce access latency.   2. The Rewards of Being a Microsoft Azure Network Engineer Associate AZ-700 is the only official Azure intermediate network certification from Microsoft, highly recognized among enterprises using Azure. When recruiting for the Azure Network Engineer position, it is often listed as a "must-have condition," which is the core distinguishing factor between ordinary IT personnel and cloud network experts. The AZ-700 certification focuses on the implementation of enterprise level network architecture, which proves the ability to independently solve complex Azure network problems and directly undertake enterprise core network projects, avoiding the embarrassment of "only knowing theory but not practical operation." AZ-700 certificate holders can join the Microsoft Azure Network exclusive community to obtain official network best practice documents and industry cases; priority participation in Microsoft Network Technology Summit and offline salons, connecting with experts in the same field and high-end project opportunities, laying the foundation for advanced senior network engineers or cloud architects.   3. Overview of the AZ-700 Certification For professionals who are committed to becoming cloud network experts and responsible for designing and implementing Azure enterprise level network solutions, the AZ-700 Design and Implementation of Microsoft Azure Network Solution Certification is a crucial professional certification. The Microsoft Azure Network Engineer Associate certification focuses deeply on the full lifecycle management of complex network infrastructure on the Azure cloud platform, aiming to systematically verify whether you have comprehensive architecture and implementation capabilities from virtual networks, hybrid connections to application delivery and security protection. Designing and implementing Azure virtual networks is the cornerstone of all cloud services. You need to be proficient in VNet and subnet architecture design, including IP address planning, cross regional peer-to-peer interconnection, and be able to configure network security groups and routing tables to achieve traffic control and isolation, building a secure and isolated network environment for applications. Designing and deploying hybrid cloud connectivity is a crucial step for enterprises to go to the cloud. You need to master how to build reliable and efficient hybrid cloud connections through Site to Site VPN and FHIR dedicated lines, and understand how to use Azure Virtual WAN to simplify large-scale, global hybrid network management. Ensure high performance and availability of the application. You need to be proficient in deploying Azure load balancers and application gateways to achieve traffic distribution and web application protection, and be able to utilize Azure Front Door and traffic manager to design cross regional global application acceleration and intelligent traffic routing solutions. Build a defense in depth system. You need to master the deployment and management of Azure Firewall to implement centralized network strategies, configure DDoS protection to resist external attacks, and proficiently use Private Link and Private Endpoint to achieve private connections with PaaS services and avoid public network exposure. Monitoring, troubleshooting, and network optimization can ensure the continuous and healthy operation of the network. You need to be able to use Azure Monitor and Network Observer to monitor network performance, capture data packets, and diagnose connection failures, while optimizing network bandwidth and configuration based on insights to improve overall efficiency.   4. What are the requirements to be a Microsoft Azure Network Engineer Associate? (1) Qualification prerequisites: We recommend that you have 6-12 months of Azure basic operations experience and be familiar with the basic configuration of Azure core resources before preparing for the AZ-700 certification. It is recommended that you have at least 1 year of experience in traditional networks or cloud networks, and understand basic network concepts. (2) Training and examinations: The AZ-700 exam consists of approximately 40-60 questions, including multiple-choice questions and practical exercises simulating Azure network configuration scenarios. The exam lasts for 180 minutes. The exam fee is approximately $165, with slight variations in different regions. Full score of 1000, pass with 700 points or above.  (3) Qualification maintenance: The AZ-700 certificate is valid for 3 years and requires passing the "renewal exam" or obtaining a higher-level Azure certification renewal certificate within the validity period.   5. Comparable Certifications to Microsoft Azure Network Engineer Associate Certification AWS Certified Advanced Networking – Specialty (ANS-C01) Google Professional Cloud Network Engineer Cisco Certified Network Professional (CCNP) Data Center  

Table of Contents1. Introduction to the DOP-C02 certification2. The Competitive Edge of an DOP-C02 Certification 3. Core Components of the DOP-C02 Certification4. What are the requirements to be an AWS Certified DevOps Engineer – Professional?5. Comparable Certifications to AWS Certified DevOps Engineer – Professional Certification The DOP-C02 is the top-level certification in the AWS DevOps field and a key stepping stone for intermediate DevOps engineers to transition into senior architect leaders. 1. Introduction to the DOP-C02 certification AWS Certified DevOps Engineer Professional (DOP-C02) is an advanced DevOps certification launched by Amazon Web Services, focusing on verifying the end-to-end expert capabilities of practitioners in designing, building, automating, operating, and optimizing enterprise level DevOps solutions based on AWS services. DOP-C02 is the top qualification in the DevOps field of AWS certification system, aimed at technical personnel with rich practical experience in AWS and DevOps. It aims to cultivate expert level DevOps leaders who can connect the entire process of "development testing operation security", achieve rapid iteration and stable delivery of business, and is the core ladder for transitioning from "intermediate DevOps engineer" to "DevOps architect". After the enterprise scales up to the cloud, DevOps practices need to be upgraded from "building a basic toolchain" to an enterprise level solution that includes "full process automation, secure left shift, resilient architecture, and refined cost control". This requires technicians to have a 'global perspective' and 'complex problem-solving skills'. The core of DOP-C02 certification is to cultivate "enterprise level DevOps solution architects and practical leaders in the AWS ecosystem", rather than simply "tool operators". The certificate holder needs to be proficient in the deep integration of AWS core services and DevOps best practices, able to design DevOps systems for complex business scenarios, solve key challenges throughout the entire process, and ultimately achieve the core goals of "continuous delivery, continuous improvement, and business resilience". When building an enterprise level DevOps system for large-scale e-commerce, DOP-C02 certification holders will design a multi account architecture and implement resource governance through AWS Organizations and Service Control Policies; Build a full chain observability platform using CloudWatch+ X-Ray+ OpenSearch, configure fault injection testing to verify system resilience; Realize cost refinement optimization through Cost Explorer+ Savings Plans.   2. The Competitive Edge of an DOP-C02 Certification  DOP-C02 is the highest level of DevOps certification officially recognized by AWS, with a high degree of recognition worldwide. When enterprises recruit DevOps architects and senior DevOps engineers, they are often listed as "essential requirements" and are the core distinguishing factor between intermediate and senior DevOps talents. DOP-C02 certification focuses on "complex scenario implementation", which proves the ability to independently design and implement enterprise level DevOps systems, solve the core pain points of DevOps after large-scale cloud deployment, and become the core technical backbone of enterprises. Holders of DOP-C02 certification can join the AWS Global DevOps Community and obtain official enterprise level DevOps best practice documents and industry cases; Priority participation in high-end technical conferences such as AWS re: Invent and DevOps Summit, connecting with experts in the same field and opportunities for high-end projects, laying the foundation for career advancement.   3. Core Components of the DOP-C02 Certification For professionals dedicated to building, maintaining, and optimizing modern software delivery processes in enterprises, AWS Certified DevOps Engineer - Professional (DOP-C02) certification is an authoritative credential representing advanced professional competence.DOP-C02 certification focuses on the full process automation and optimization of enterprise level DevOps practices on the AWS platform, aiming to verify your expert level ability. As the core of certification, continuous integration and continuous delivery automation require proficiency in designing and operating enterprise level, multi environment CI/CD pipelines. This includes implementing complex release strategies such as blue-green deployment and canary deployment, optimizing the build process, and achieving automated deployment across multiple computing platforms from EC2 to Kubernetes to ensure software delivery is fast and secure. You need to master the use of tools such as CloudFormation or Terraform to define and manage complex infrastructure in a code based manner, and achieve unified deployment across accounts and regions. At the same time, AWS Systems Manager can be used to standardize the configuration, patch management, and key management of large-scale servers, ensuring consistency and compliance of the environment. Security is the cornerstone of DevOps. You must be proficient in shifting security practices to the left and integrating them throughout the entire pipeline, including code scanning, image security checks, and IaC compliance verification. At the same time, AWS Config, Security Hub, and SCP can be utilized to achieve continuous compliance auditing and governance, and to establish automated response processes for security incidents. The high availability and resilience architecture module requires you to have the ability to design high availability architectures with multiple availability zones and regions, and to actively conduct fault injection testing through chaos engineering to verify and enhance the system's fault tolerance. At the same time, you need to optimize the automatic scaling strategy to ensure that the application can flexibly respond to business fluctuations. Professional DevOps engineers must have a strong sense of cost awareness. You need to master cost analysis through tools such as Cost Explorer, and use Spot instances, Savings Plans, and storage lifecycle strategies to continuously optimize resource utilization and achieve the best balance between performance and cost.   4. What are the requirements to be an AWS Certified DevOps Engineer – Professional? (1) Qualification prerequisites: Before taking the DOP-C02 exam, you need to pass an AWS Assistant level certification. We recommend that you use AWS Certified SysOps Administrator Associate (SOA-C02) or AWS Certified Developer – Associate（DVA-C02）。 At the same time, it is recommended that you have at least 2 years of practical experience in AWS, 1 year or more of enterprise level DevOps practice experience, and have led CI/CD pipeline construction and IaC implementation projects; Master at least one programming language and be familiar with containerization and configuration management tools.  (2) Training and examinations: The DOP-C02 exam consists of approximately 75 questions, including multiple-choice questions and case analysis questions on designing solutions based on complex business scenarios.  The exam lasts for 180 minutes. Full score of 1000, passed with 750 points or above. The exam fee is approximately $300.  (3) Qualification maintenance: The DOP-C02 certificate is valid for 3 years and must be renewed by passing the "renewal exam" or obtaining other AWS expert level certifications within the validity period.   5. Comparable Certifications to AWS Certified DevOps Engineer – Professional Certification Microsoft Certified: DevOps Engineer Expert (AZ-400) AWS Certified Security – Professional (SCS-C02) Certified Kubernetes Administrator (CKA) Certified Kubernetes Application Developer (CKAD)  

Table of Contents1. Introduction to the MLA-C01 certification2. Why Earn Your AWS Certified Machine Learning Engineer – Associate Certification?3. Core Components of the MLA-C01 Certification4. What are the requirements to be an AWS Certified Machine Learning Engineer – Associate?5. Comparable Certifications to AWS Certified Machine Learning Engineer – Associate Certification The MLA-C01 is a certification in the AWS cloud-native machine learning field that focuses on the ability to engineer and deploy models throughout the entire process. 1. Introduction to the MLA-C01 certification AWS Certified Machine Learning Engineer Associate (MLA-C01) is an intermediate machine learning certification launched by Amazon Web Services, focusing on verifying practitioners' end-to-end practical abilities in optimizing machine learning models based on AWS machine learning services. MLA-C01 is the first intermediate qualification in the AWS certification system specifically designed for machine learning engineers, aimed at cultivating practical talents who can translate business needs into AWS cloud native machine learning solutions and solve actual business problems. It is a key qualification for transitioning from "data practitioners" or "algorithm enthusiasts" to "cloud native machine learning engineers." In the intelligent transformation of enterprises, technical talents who understand both the logic of machine learning algorithms and are proficient in using cloud service landing models are needed. No need to build machine learning infrastructure from scratch, but quickly achieve the entire process of "data preparation model training deployment online monitoring iteration" with hosted services such as AWS SageMaker. The core of MLA-C01 certification is to cultivate "practical machine learning landing experts in the AWS ecosystem" rather than simply "algorithm researchers." The certificate holder needs to master the collaborative application of AWS machine learning toolchain, be able to select appropriate algorithms and AWS services for business scenarios, solve key problems such as data quality, model overfitting, deployment delay, and high cost, and ensure the stable operation of machine learning models and the generation of business value. When building credit risk assessment models for financial enterprises, MLA-C01 holders can use SageMaker Data Wrangler to clean and preprocess credit data; Train a risk assessment model using SageMaker built-in algorithms. Deploy the model as a real-time API service through SageMaker Endpoint for the credit system to call; Use SageMaker Model Monitor to monitor model performance drift, regularly retrain the model with new data, and ensure the accuracy of evaluation results.   2. Why Earn Your AWS Certified Machine Learning Engineer – Associate Certification? MLA-C01 is the only official intermediate machine learning engineer certification from AWS, filling the certification gap between "algorithm theory" and "engineering implementation." When companies recruit cloud native machine learning engineers, they often list them as a "priority or even a necessary condition," especially in industries with strong demand for intelligence. They have a high degree of recognition and are the "stepping stone" to enter the AWS machine learning ecosystem. The MLA-C01 certification focuses on "practical implementation" rather than "algorithm research." After passing it, it can prove the full process capability of pushing machine learning models from the "laboratory" to the "production environment," solving the most concerned "how to use, stabilize, and save" problems for enterprises. After joining, it can quickly undertake practical projects. Holders of MLA-C01 certification can join the AWS machine learning community to obtain official best practice documents and industry cases; prioritize participation in AWS re: Invent, machine learning technology summits, and other events to connect with experts and high-end project opportunities in the same field, laying the foundation for advanced machine learning engineers or AI architects.   3. Core Components of the MLA-C01 Certification For developers and data scientists who are committed to becoming machine learning engineers, AI solution architects, or wish to integrate intelligent capabilities into their business, AWS Certified Machine Learning Specialty (MLA-C01) certification is an authoritative credential representing advanced professional skills. The MLA-C01 certification focuses deeply on end-to-end full lifecycle management of machine learning projects on the AWS cloud, aiming to systematically verify whether you have complete practical abilities from data preparation to model production and operation. As the cornerstone of model success, data preparation and feature engineering require proficiency in how to obtain data from sources. Key skills also include using SageMaker Feature Store for feature storage and management, providing consistent and high-quality data input for subsequent training and inference, and ensuring model quality from the source. Model construction and training are the core technical processes of authentication. You need to master the ability to select appropriate algorithms based on business scenarios and efficiently configure and initiate training tasks using SageMaker.  Translating the model into actual productivity is key. You need to be proficient in deploying real-time inference services through SageMaker Endpoint and implementing blue-green deployment strategies. At the same time, you should be able to flexibly apply batch conversion and asynchronous inference according to scene requirements, and understand how to use SageMaker Neo to optimize and deploy models to edge devices, achieving low latency localized inference. To ensure the continuous reliability of the model in the production environment, you need to be able to conduct a comprehensive evaluation of the model and use SageMaker Model Monitor to continuously monitor feature drift and model performance drift in production, and set alarms. In addition, it is necessary to master model optimization techniques to cope with overfitting, improve inference speed, and reduce operating costs.   4. What are the requirements to be an AWS Certified Machine Learning Engineer – Associate? (1) Qualification prerequisites: Before obtaining the MLA-C01 certification, it is recommended that you have 6-12 months of practical experience in AWS machine learning services and be familiar with the configuration and use of SageMaker core components.  You should have basic knowledge of machine learning theory, programming skills, and data processing abilities.You can prioritize obtaining CLF-C02 certification to solidify your AWS foundation or have AWS data related certification experience, reducing the difficulty of learning.  (2) Training and examinations: The MLA-C01 consists of approximately 65 questions, including multiple-choice questions and scenario analysis questions for designing machine learning solutions based on business scenarios. The exam lasts for 130 minutes, including 10 minutes of pre exam instructions and a 5-minute survey questionnaire. Full score of 1000, pass with 720 points or above. The exam fee is $150.  (3) Qualification maintenance: The MLA-C01 certificate is valid for 3 years and must be renewed within the validity period by taking the "renewal exam" that focuses on the latest features and best practices of AWS machine learning services or obtaining a higher-level AWS certification.   5. Comparable Certifications to AWS Certified Machine Learning Engineer – Associate Certification Microsoft Certified: Azure Data Scientist Associate (DP-100) Google Cloud Professional Machine Learning Engineer Alibaba Cloud Certified Associate - Artificial Intelligence AWS Certified Machine Learning - Specialty (MLS-C01)