Apigee-API-Engineer test syllabus - Google Cloud Apigee Certified API Engineer Updated: 2023

Verifying Computer Set-Up for Online Exams

Your Notice to Schedule (NTS) email from Scantron will have links for you to check your computer system. It is important to verify that your computer meets the minimum requirements below, and that you have reliable access to the Internet. An internet connection disruption will suspend the test session. If you have computer system questions after following the instructions provided by Scantron's schedule confirmation email, please contact Scantron at +1 919-572-6880 or candidatesupport@scantron.com. 

IMPORTANT: If taking the test online, you must use a computer on which you have full admin access.

Note: Scantron is changing to Meazure Learning. Scantron, Meazure Learning, and ProctorU are all one-in-the-same organization.

On or before 4 October, 2022:

Items to Bring for In-Person Exams

• Your valid, government issued photo ID (e.g., driver's license, passport, state-issued ID card) 
• The printed test confirmation notice you received from Scantron.
• No other items can be brought into the test environment. A calculator and any other needed resource materials will be provided on the computer for those taking the test electronically.

All ISA certification exams are closed-book. No reference material will be allowed in any test room. Please note that storage space will be limited.

For all CCST level exams, Units Conversion Tables will be provided to candidates in either paper format (paper/pencil exams) or accessible within the electronic test interface for reference during the exam. Click here to review the Units Conversion Tables.

Cancelation and Rescheduling Policies

Cancelling an Exam

You can cancel an test through the online test scheduling system.

• Online test appointments must be cancelled no less than 24 hours prior to the scheduled appointment date and time. There is no cancellation fee
• Exam center appointments must be cancelled no less than two calendar days prior to the scheduled testing appointment. There is a cancellation fee of 50 USD payable to Scantron via a secure e-commerce site (credit card)

Scheduling a Retest or Missed Exam

You may retest as many times as needed within your test window. However, there is a retest fee each time that is payable to ISA. If you are outside your test window, contact certifications@isa.org. If you are within your test window, you may reschedule your test appointment before the online and Test Center reschedule cut-off times via the online test scheduling system.

Rescheduling Exams

There is no rescheduling fee to change the time and date from one online test appointment to another online test appointment. However, it must be changed no less than 24 hours prior to the scheduled appointment date and time.

There is no rescheduling fee to change the time and date of an online test appointment to an Test Center appointment. However, it must be changed at least 24 hours in advance of the scheduled appointment. Additionally, you must reschedule the new appointment no less than two calendar days in advance of the new appointment at a Scantron test center.

You will incur a rescheduling fee of 50 USD if you change the appointment time and/or date of a Test Center test appointment. Rescheduling fees are payable to Scantron via a secure e-commerce site (credit card). The reschedule cut-off time is no later than two calendar days prior to the test appointment. Additionally, if you are scheduling a new online test appointment, it must be done no less than 24 hours prior to the new appointment date and time.

No-Shows and Late Arrivals

Retaking Missed Exams

If you are within your test window, you may retake a missed exam. However, there will be a reschedule fee, payable to ISA. To reschedule, email certifications@isa.org or contact customer service at info@isa.org or +1 919-549-8411 with your request.

You may qualify for an exception if you meet certain conditions and submit documentation to Scantron no later than five calendar days after the scheduled test appointment. If the exception is approved, there will be a no-show exemption fee of 50 USD payable via secure e-commerce (credit card) and collected by Scantron. Please contact Scantron by phone at +1 919-572-6880 or email candidatesupport@scantron.com for more details.

Exam Results

Scantron will email the results to you immediately after you complete the exam. If you pass, you will receive an email containing a digital badge from isa_badges@isa.org within 48 hours of completing the exam.

ISA does not provide a passing score; you are only notified whether you passed or failed. If you fail an exam, you will receive a score report that lists the domains and indicates the percentage of questions answered correctly within each domain. Note that the percentages are not used to calculate a candidate’s passing score.

If you do not receive an email containing your results within 24 hours, please contact Scantron by phone at +1 919-572-6880 or email candidatesupport@scantron.com.

UPSC 2022 Syllabus is provided in this article. The syllabus would be helpful for those appearing for the UPSC (IAS) Prelims and Mains test 2022. Check and get in PDF Format below!

DTE Maharashtra has updated MAHCET 2021 Syllabus. Find out the revised MAHCET syllabus in order to prepare for the test productively.

Obtaining a CPC, CCA, or CBCS certification implies that an individual has met competencies in the field of medical billing and coding. Certification is invaluable to the student's career goals. Students have an opportunity to make confident, informed decisions about the national certification they prefer.

The Certified Professional Coder (CPC) test is offered by the American Academy of Professional Coders (AAPC). It is the gold standard entry-level coding certification for physician, or professional fee, coders.

The Certified Coding Associate (CCA) is offered by the American Health Information Management Association (AHIMA). It is an entry-level medical coding certification across all settings--physician practices and inpatient hospital.

The Certified Billing and Coding Specialist (CBCS) is offered by the National Healthcareer Association (NHA) and is currently an entry-level medical billing certification for physician practices. In the summer of 2021, the test will transition to an entry-level billing and coding certification, with the inclusion of ICD-10-CM, CPT, and HCPCS Level II testing.

Certified Financial Planner is a professional designation awarded by the Certified Financial Planner Board of Standards, Inc., to finance professionals who meet requirements related to education, experience, examination, and ethics. The CFP designation recognize’s a financial planner’s ability to advise on a wide range of financial matters including investments, retirement planning, and taxes.

On occasion, the best-laid plans need to be changed. Please understand that changes incur administrative costs both for ABA and our test partner, Meazure Learning.

Should you need to cancel or reschedule your test after application, please review the fee schedule and procedures below.

Please note that fees and refunds are based on the dates applicable to your current test registration.

ABA will consider waiving fees in case of a medical emergency. Requests will be reviewed on a case-by-case basis and supporting documentation may be required. If you would like to transfer your certification test registration to a future test window (or to entirely cancel), please submit the Exam Window Change/Cancellation Form. Fees are subject to change without notice.

Transfer to a Future test Date/Window

• ABA will permit up to two (2) consecutive transfer requests for any reason. Should you not take the test after the second transfer request, ABA will cancel your registration and provide a partial refund of your test fee per the fee schedule above. Should you wish to take the test in the future, a new application and full fee is required.
• If you would like to transfer your certification test registration to a future test window (or to entirely cancel), please submit the Exam Window Change/Cancellation Form. A $175 fee applies.
• Requests to transfer will not be honored with less than 2 business days prior to the scheduled test date or the end of the test window and the entire test fee will be forfeited.

Reschedule Within the Same test Window

• To reschedule your test date within the same test window, access Meazure Learning's online scheduling system (referenced in your Notice to Schedule). Your request must be made 2 business days or more prior to your testing date appointment or the entire test fee will be forfeited. A $50 fee applies.

Cancel

• Send your cancellation request by completing the Exam Window Change/Cancellation Form.
• ABA will refund the test fee minus $275 up until 2 business days prior to the scheduled test date or end of the test window.
• The entire test fee is forfeited if you cancel less than 2 business days prior to the scheduled test date or end of the test window.

View all test FAQs

• Database technology is crucial in multiple applications and computing tasks, and certifications help demonstrate job readiness and core competencies. 
• Before pursuing a database platform certification, you should have a solid background in relational database management systems and the SQL language. 
• Valuable certifications are typically tied to specific technology companies and their platforms, such as IBM, Microsoft, Oracle and SAP.
• This article is for IT professionals considering database certifications to further their careers. 

While database platforms have come and gone through the decades, database technology is still critical for multiple applications and computing tasks. IT professionals often seek database certifications to demonstrate their knowledge and expertise as they navigate their career paths and pursue professional growth. 

While database certifications may not be as bleeding edge as Google cloud certifications, cybersecurity certifications, storage certifications or digital forensics certifications, database professionals at all levels possess in-demand career skills — and a plethora of database-related jobs are waiting to be filled.

We’ll look at some of the most in-demand certifications for database administrators, database developers and anyone else who works with databases.

What to know about database roles and certifications

To get a better grasp of available database certifications, it’s helpful to group these certs around job responsibilities. This reflects the maturity of database technology and its integration into most aspects of commercial, scientific and academic computing. As you read about the various database certification programs, keep these job roles in mind: 

• Database administrator (DBA). A DBA is responsible for installing, configuring and maintaining a database management system (DBMS). The job is often tied to a specific platform, such as Oracle, MySQL, DB2 or SQL Server.
• Database developer. A database developer works with generic and proprietary application programming interfaces (APIs) to build applications that interact with a DBMS. Like DBA roles, database developer positions are also often platform-specific.
• Database designer or database architect. A database designer or architect researches data requirements for specific applications or users and designs database structures and application capabilities to match.
• Data analyst or data scientist. A data analyst or scientist is responsible for analyzing data from multiple disparate sources to discover previously hidden insights, determine the meaning behind data, and make business-specific recommendations.
• Data mining or business intelligence (BI) specialist. A data mining or BI specialist focuses on dissecting, analyzing and reporting important data streams, such as customer, supply chain and transaction data and histories.
• Data warehousing specialist. A data warehousing specialist assembles and analyzes data from multiple operational systems (such as orders, transactions, supply chain information and customer data) to establish data history, analyze trends, generate reports and forecasts, and support general ad hoc queries. 

These database job roles highlight two critical issues to consider if you want to be a database professional:

1. You need a solid general background. First, a background in relational database management systems, including an understanding of Structured Query Language (SQL), is a fundamental prerequisite for database professionals of all stripes. 
2. There’s a focus on proprietary technologies. Second, although various efforts to standardize database technology exist, much of the whiz-bang capability that databases and database applications deliver comes from proprietary, vendor-specific technologies. Serious, heavy-duty database skills and knowledge are tied to specific platforms, including various Oracle products (such as the open-source MySQL environment and Oracle itself,) Microsoft SQL Server and IBM DB2. Most of these certifications relate directly to those enormously popular platforms. 

Best database certifications

Here are details on our five best database certification picks for 2023.

1. IBM Certified Database Administrator — DB2 12

IBM is one of the leaders in the worldwide database market by any objective measure. The company’s database portfolio includes industry-standard DB2, as well as the following:

• IBM Compose
• Information Management System (IMS)
• Informix
• Cloudant
• IBM Open Platform with Apache Hadoop

IBM also has a long-standing and well-populated IT certification program that has been around for more than 30 years and encompasses hundreds of individual credentials. 

After redesigning its certification programs and categories, IBM now has a primary data-centric certification category called IBM Data and AI. It includes a range of database credentials: 

• Database Associate
• Database Administrator
• System Administrator
• Application Developer 

IBM’s is a big and complex certification space, but one where particular platform allegiances are likely to guide readers toward the handful of items most relevant to their interests and needs. 

Database professionals who support DB2 (or aspire to) on IBM’s z/OS should check out the IBM Associate Certified DBA — Db2 12 certification. It’s an entry-level test that addresses routine planning, working with SQL and XML, security, operations, data concurrency, application design, and concepts around database objects.

This certification requires candidates to pass one exam. Pre-exam training and familiarity with concepts, or hands-on experience, are recommended but not required. 

IBM Certified Database Administrator — DB2 facts and figures

Did you know? IBM’s certification offerings are among the best system administrator certifications IT professionals can achieve.

2. Microsoft Azure

Microsoft Azure offers a broad range of tools and add-ons for business intelligence. Azure is a cloud computing platform for application management and Microsoft-managed data centers. Microsoft certifications include various Azure offerings based on job role and experience level.

Microsoft’s certification program is role-centric, centered on the skills you need to succeed in specific technology jobs. Because Azure has such a broad scope, Azure certifications span multiple job roles. However, specific certifications exist for the following positions:

• Data Analysts
• Data Engineers
• Data Scientists
• Database Administrators 

There are also certifications for learners at different experience levels. 

For those looking to take their Azure knowledge to the next level, the Microsoft Certified: Azure Data Fundamentals certification is the perfect place to start. This certification is for beginner database administrators interested in using Azure and mastering data in the cloud. It offers foundational knowledge of core concepts while reinforcing concepts for later use in other Azure role-based certifications, such as those listed below: 

• Azure Database Administrator Associate
• Azure Data Engineer Associate
• Data Analyst Associate 

Azure Data Fundamentals certification facts and figures

3. Oracle Certified Professional, MySQL 5.7 Database Administrator 

Oracle runs its certifications under the auspices of Oracle University. The Oracle Database Certifications page lists separate tracks depending on job role and product. MySQL is perhaps the leading open-source relational database management system (RDBMS). Since acquiring Sun Microsystems in 2010 (which had previously acquired MySQL AB), Oracle has rolled out a paid version of MySQL and developed certifications to support the product. 

If you’re interested in pursuing an Oracle MySQL certification, you can choose between MySQL Database Administration and MySQL Developer. 

The Oracle Certified Professional, MySQL 5.7 Database Administrator (OCP) credential recognizes professionals who can accomplish the following tasks:

• Install, optimize and monitor MySQL Server.
• Configure replication.
• Apply security.
• Schedule and validate database backups. 

The certification requires candidates to pass a single test (the same test can be taken to upgrade a prior certification). Oracle recommends training and on-the-job experience before taking the exam.

Oracle Certified Professional, MySQL 5.7 Database Administrator facts and figures

Did you know? According to Oracle, approximately 1.8 million Oracle Certified professionals globally hold certifications to advance their networking careers and professions to validate their IT expertise. 

4. Oracle Database SQL Certified Associate Certification

For individuals interested in working in the Oracle environment who have the necessary experience to become a database administrator, Oracle’s Database SQL Certified Associate Certification is another top Oracle certification and an excellent starting point. This test encompasses an understanding of fundamental SQL concepts that individuals must grasp for database projects. 

By earning the certification, individuals demonstrate that they have a range of knowledge in core SQL concepts:

• Familiarity with queries, data modeling, and normalization
• Strong base understanding of the underlying SQL language
• An ability to create and manipulate Oracle Database tables 

This certification also requires candidates to pass a single exam. While Oracle does not specify any prerequisites, the company does state candidates should have familiarity working with the command line. 

Oracle Database SQL Certified Associate Certification facts and figures

5. SAP HANA: SAP Certified Technology Associate — SAP HANA 2.0 SPS05

SAP SE has an extensive portfolio of business applications and analytics software, including cloud infrastructure, applications and storage. The SAP HANA platform’s foundation is an enterprise-grade relational database management system that can be run as an appliance on-premises or in the cloud. The cloud platform lets customers build and run applications and services based on SAP HANA. 

SAP offers a comprehensive certification program built to support its various platforms and products. We’re featuring the SAP Certified Technology Associate — SAP HANA cert because it aligns closely with other certifications we’ve highlighted and is in high demand among employers, according to job board surveys. 

This certification ensures database professionals can install, manage, monitor, migrate and troubleshoot SAP HANA systems. It covers the following skills:

• Managing users and authorizations
• Applying security
• Ensuring high availability 
• Effective disaster-recovery techniques 

SAP recommends that certification candidates get hands-on practice through formal training or on-the-job experience before attempting this exam. The SAP Learning Hub is a subscription service that gives certification candidates access to a library of learning materials, including e-learning courses and course handbooks. 

The annual subscription rate for individual users on the Professional certification track is $2,760. This online training program is designed for those who run, support, or implement SAP software solutions. Though this may seem like a steep price for online training, you will likely be able to pass any SAP certification exams you put your mind to by leveraging all the learning resources available to SAP Learning Hub Professional subscribers. 

Typically, SAP certifications achieved on one of the two most latest SAP solutions are considered current and valid. SAP contacts professionals whose certifications are nearing end-of-life status and provides information on maintaining their credentials.

SAP Certified Technology Associate facts and figures

Tip: To broaden your skill set, consider pursuing the best sales certifications to better sell and implement various IT solutions, including databases.

Beyond the top 5 database certifications

Additional database certification programs can further the careers of IT professionals who work with database management systems. 

While most colleges with computer science programs offer database tracks at the undergraduate, master and Ph.D. levels, well-known vendor-neutral database certifications exist, including the following: 

• ICCP certifications. The Institute for the Certification of Computing Professionals (ICCP) offers its unique Certified Data Professional and Certified Data Scientist credentials. Learn more about ICCP certifications from the ICCP website.
• Enterprise DB certifications. EnterpriseDB administers a small but effective certification program with two primary certs: the EDB Certified Associate and the EDB Certified Professional. 

These are some additional certifications: 

These credentials represent opportunities for database professionals to expand their skill sets — and salaries. However, such niches in the database certification arena are generally only worth pursuing if you already work with these platforms or plan to work for an organization that uses them.

Key takeaway: Pursuing additional database certifications can be helpful for professional development if you already work with these platforms or plan to work with them in the future. 

Job board search results

Before pursuing certifications, consider their popularity with employers to gain a helpful perspective on current database certification demand. Here’s a job board snapshot to provide you an idea of what’s trending.

If the sheer number of available database-related positions isn’t enough motivation to pursue a certification, consider average salaries for database administrators. SimplyHired reports $91,949 as the national average in the U.S., ranging from $64,171 to over $131,753. Glassdoor’s reported average is somewhat lower at $84,161, with a top rung for experienced senior DBAs right around $134,000.

Choosing the right certification

Choosing the best IT certifications to enhance your skills and boost your career can be overwhelming, especially as many available certifications are for proprietary technologies. While picking a database certification can feel like locking yourself into a single technology family, it is worth remembering that many database skills are transferable. Additionally, pursuing any certification shows your willingness to learn and demonstrates competence to current and future employers. 

Ultimately, choosing which certification to pursue depends on the technologies you use at work or would like to use at a future employer.

Jeremy Bender contributed to the reporting and writing in this article.