Apigee-API-Engineer Google Cloud Apigee Certified API Engineer test syllabus | http://babelouedstory.com/

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

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Exam Code: Apigee-API-Engineer Google Cloud Apigee Certified API Engineer test syllabus June 2023 by Killexams.com team
Google Cloud Apigee Certified API Engineer
Google Certified test syllabus

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Question: 40
Which features are supported in the OAuthV2 policy? Choose 3 answers
A . Storing of external access tokens
B . Setting custom attributes for generated access tokens
C . Credentials validation when password grant type is used
D . Setting different expiration for refresh and access tokens.
Answer: B,C,D
Question: 41
Which feature can be used to automatically distribute traffic across multiple target servers’?
A . use a concurrent rate limiting policy
B . use a LoadBalancer entry in the HTTPTargelConnection session
C . use RouteRules with multiple TargetEndpoints
D . use an AssignMessage policy
Answer: A
Question: 42
Which are characteristics of the PopulateCache and ResponseCache policies’? Select all that are correct
A . PopulateCache has a TimeOfYear expiry option
B . PopulateCache allows you to cache any string object.
C . ResponseCache has separate policy definitions for Lookup vs. Populate cache operations.
D . ResponseCache caches the complete HTTP response (including headers).
Answer: C
Question: 43
You need to make multiple target system calls in parallel for a single inbound request The response should return to
the client app as a single object.
What should you do?
A . Use Apigee service callouts
B . Create route rules for each target endpoint
C . Create multiple target proxy xmls for each endpoint
D . Use the Node JS async module to invoke target systems
Answer: B
Question: 44
If a string value is put in both a cache and a key value map (KVM) using the same key, which one is true?
A . The object will expire from both locations after the TimeToLive has passed.
B . The object will be stored in Cassandra twice
C . When object is retrieved from KVM, the object with the same key will be returned from the cache instead to
improve performance
D . One of the inserts (either to cache or to KVM) will fail as you cant insert the same key twice
Answer: A
Question: 45
Each app is assigned to exactly one product.
You need to limit the number of requests during weekends for specific products without modifying this design.
What should you do?
A . Add custom attributes for counts for every product. Create custom quota policies for every product which
references these custom attributes
B . Set custom attributes for weekday and weekend count at every product Reference these How variables in the count
property of Quota policy at runtime
C . Add custom attributes at the API Product with counts to use for weekdays and weekends. Using flow variables,
reference the custom counts in the Quota policy
D . Add custom attributes for count at Product level Use a JS Policy to determine which count to use in Quota policy
at runtime Use this count attribute in the Quota Policy.
Answer: B
Question: 46
You have a single back end that needs to be exposed to customers using different API request and response payloads
You need to allow these different request types without breaking existing implementations.
What should you do?
A . Create a new API proxy for new customers and invoke backend target system with required parameters.
B . Configure the API as a pass-through proxy and invoke backend target system with client request parameters.
C . Create a new proxy xml and base path with upgraded version and invoke backend target system with required
parameters
D . Include a new customer requirement in an existing API proxy and invoke backend target system with required
parameters.
Answer: C
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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:

After 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

If you fail to appear for a scheduled exam, or arrive more than 15 minutes after the scheduled start time, fees will apply. See reschedule fees without proper advance notification. You must reschedule your test within your twelve-month test window.

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.

Thu, 02 Dec 2021 09:44:00 -0600 en text/html https://www.isa.org/certification/certification-exams-and-testing
UPSC IAS: Syllabus

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!

UPSC 2022 Syllabus for Prelims:  UPSC (IAS) test syllabus for both UPSC Prelims and Mains exams is very wide and difficult to be followed because of its length. So here's the syllabus as a torchbearer for the IAS preparation. It would set the locus of the studies of every aspect of the IAS Exam. The correct interpretation of the UPSC Syllabus could increase the chances of success in the exam. Also, the UPSC CSE Notification 2022 has been released on February 2, 2022, and candidates can apply till February 22, 2022. Check details here. 

UPSC Civil Services Prelims 2022: UPSC Online Registration Begins; Apply before February 22, 6 PM- Latest IAS test Calendar

IAS Mains: UPSC Expected Cut Off, Result (Mains), Interview Tips- Civil Services test 2021

UPSC 2022: Best Optional Subject In UPSC Syllabus to Successfully Clear The IAS Exam

The test is divided into three test stages:

(i) Civil Services (Preliminary) Examination (Objective Type) for the selection of candidates for the Mains Exam.

(ii) Civil Services Mains Examination (Written) for the selection of candidates for the next level of the UPSC IAS Exam.

(iii) Civil Services Personality Test (PT)- The final stage for the selection process.

The syllabus for all three stages of the test is interlinked and hence needs a deeper look to understand the requirement of each stage of the IAS Exam. You can check the detailed test pattern on the link provided below:

UPSC 2021: 5 Major Mistakes Due To Which Candidates Fail In UPSC Prelims & Mains Exam

UPSC 2021 Prelims Concludes! Check UPSC Syllabus & How to Prepare for UPSC Mains (GS Paper I, II, III & IV)

UPSC IAS Prelims Syllabus 2022

In IAS Prelims, UPSC tests the analytical, logical, and reasoning ability of the candidates. The IAS Prelims test is divided into two parts:

(i) General Studies Paper-I

(ii) General Studies Paper-II

Both papers have a maximum time limit of two hours and the General Studies Paper-II, which is popularly known as CSAT, is only qualifying in nature. The test is conducted on a single day with Paper 1 in the morning session and paper 2 in the evening session.

Check Subject-wise Study Material & Important Resources for UPSC (IAS) Prelims test 2022

UPSC IAS Syllabus Prelims test 2021: GS Paper I

Marks: 200

Duration:  2 hours

The UPSC does not follow any particular trend in its prelims question paper, hence it is tough to comprehend anything from the previous year question papers. But they can definitely provide clarity about what type of questions are asked in the UPSC IAS exam.

UPSC 2022: Job At World Bank or Civil Services! What Would You Choose? IAS Hari Chandana Dasari's Success Story

UPSC IAS Syllabus Prelims test 2021: General Studies Paper II (CSAT) [Qualifying]

Marks: 200 marks

Duration: 2 hours

1. Reading Comprehension

2. Interpersonal skills including communication skills;

3. Logical reasoning and analytical ability

4. Decision making and problem-solving ability

5. General mental ability

6. Basic numeracy (numbers and their relations, orders of magnitude, etc.) (Class X level), Data interpretation (charts, graphs, tables, data sufficiency etc. - Class X level)

7. English Language Comprehension skills (Class X level).

8. Questions relating to English Language Comprehension skills of Class X level (last item in the Syllabus of Paper-II) will be tested through passages from English language only without providing Hindi translation thereof in the question paper.

Check  Tips & Strategy to Prepare CSAT (Paper 2)

UPSC IAS Main 2022 Syllabus

IAS Main test has four general studies papers, two compulsory language papers, one essay paper, and two papers of Optional subject. It is a descriptive type of test and has a totally enhanced version of the IAS Prelims exam. It can be said that the IAS Main Syllabus is a mammoth expansion of the IAS Prelims Syllabus.

Sl. No.

Name of Paper

Syllabus

Marks
1 Essay Paper Any Topic/Topics (Current issues) 250
2

GS Paper I

Indian Heritage and
Culture, Indian History, World History, World Geography, Indian Society, Important Geo-physical phenomena

250

3

GS Paper II

Governance, Indian Constitution, Polity, Social Justice and
International relations, Welfare Schemes, Statutory, regulatory and quasi-judicial bodies, Role of civil services in a democracy, India’s relation with neighbour countries, International institutions,

250

4

GS Paper III

Technology,
Economic Development, Bio diversity,
Environment,
Indian Economy and its various sectors

Government Budgeting

Land Reforms

Inclusive Growth

Security and Disaster Management

250

5

GS Paper IV

Ethics and Human Interface

Attitude

Aptitude

Emotional Intelligence

Emotional Intelligence

Public/Civil service value

Probity in Governance

Case study on above topics

250
6
Indian Language Paper
(i) Comprehension of given passages
(ii) Précis Writing
(iii) Usage and Vocabulary
(iv) Short Essays
(v) Translation from English to the Indian
language and vice-versa 
300
7 English
Comprehension of given passages
Précis Writing
Usage and Vocabulary
Short Essays 
300

8

Optional Paper I

As opted by Candidate

250

9

Optional Paper II As opted by Candidate 250

 

List of Optional Subject and Syllabus in IAS Mains test 2021

(Click on the subject to access its syllabus) 

(i) Agriculture

(ii) Animal Husbandry and Veterinary Science

(iii) Anthropology

(iv) Botany

(v) Chemistry

(vi) Civil Engineering

(vii) Commerce and Accountancy

(viii) Economics

(ix) Electrical Engineering

(x) Geography

(xi) Geology

(xii) History

(xiii) Law

(xiv) Management

(xv) Mathematics

(xvi) Mechanical Engineering

(xvii) Medical Science

(xviii) Philosophy

(xix) Physics

(xx) Political Science and International Relations

(xxi) Psychology

(xxii) Public Administration

(xxiii) Sociology

(xxiv) Statistics

(xxv) Zoology

The literature of any one of the languages such as Assamese, Bengali, Bodo, Dogri, Gujarati, Hindi, Kannada, Kashmiri, Konkani, Maithili, Malayalam, Marathi, Manipuri, Oriya, Punjabi, Sanskrit, Santhali, Sindhi, Tamil, Telugu, Urdu, English.

Once you have thoroughly assessed the syllabus, the next step is the right selection of reference books.

Also Check: Preparation Strategy for Optional Papers

UPSC IAS Mains Previous Years' Papers of all GS Papers

Limited time offer! Buy the Redmi Y2 @ just Rs. 10,499 Rs. 8,999

Wed, 20 Feb 2019 15:47:00 -0600 text/html https://www.jagranjosh.com/exams/upsc-ias/syllabus
MAH CET Syllabus

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

DTE Maharashtra had updated the MAHCET MBA test syllabus and the details of the changes introduced in the syllabus will help you understand the expectations in the exam. The MAHCET test is scheduled to be conducted on a later date to be notified soon. Therefore, it is important that the candidates go through the revised MAHCET syllabus in order to prepare for the examination productively. In case, there are any updates for the MAH-MBA/MMS CET 2021 exam, it will be notified on this page.

MAHCET 2021 - VARC Syllabus

Questions from this section are mainly asked to test candidates’ English language proficiency. In this test, there will be passages with questions based on their contents to test candidate’s comprehension ability.

Under this section candidate’s English Language ability will be tested with the help of questions from grammar, vocabulary, sentence completion, synonyms, antonyms, studying comprehension of passages etc.

Practice Questions on Verbal Ability and studying Comprehension

MAHCET 2021 - Q.A. Syllabus

Under this section, questions are asked to test that how fast and accurate a candidate can work with numbers, do numerical calculations understand various arithmetic problems.

Questions from this section are mainly asked from following topics;

• Numbers

• Ratio & Proportion

• Percentage

• Quantitative Reasoning

• Data Interpretation – Graphs, Charts, Tables

Practice Questions on Quantitative Aptitude 

MAHCET 2021 -  Logical / Abstract Reasoning Syllabus

Under this section, questions are asked to test the quick, accurate, and sharp thinking of a candidate.

Questions from this section are mainly asked from following topics;

• Linear and Circular Arrangement

• Symbol based Comparison

• Sequential Output

• Series Completion

• Direction

• Conditional Coding

• Selection Criteria

• Venn Diagram

• Verbal Ability

Practice Questions on Logical / Abstract Reasoning

MAHCET 2021: Marking Scheme

It’s also important to know about the kind of syllabus that will be covered in the final test and weightage of marks for each topic. Take a look at this following table, to understand about the marking scheme of MAHCET exam:

Topics

No. of Questions

Marks per Question

Maximum Marks

Total Marks

Logical Reasoning

75

1

75

200

Abstract Reasoning

25

1

25

Quantitative Aptitude

50

1

50

Verbal Ability/Reading Comprehension

50

1

50

MAHCET 2021 Syllabus: Key Points

  1. The test will comprise of multiple choice questions with 5 options for each question
  2. There is no negative marking system for this test
  3. Test duration is of 150 minutes
  4. The medium of paper will be in English
  5. Mode of the examination will be Online

Stay tuned with us, and subscribe to our newsletter at jagranjosh.com for the latest news from the Educational world.

Also Read: About MAHCET test Eligibility Criteria – Click Here

Also Read: About MAHCET Test Centers – Click Here

Also Read: About MAHCET test Pattern – Click Here

Also Read: About MAHCET test Registration Process – Click Here

Also Read: About MAHCET test Important Dates – Click Here

Also Read: About MAHCET List of Participating Institutes – Click Here

Sat, 15 Aug 2020 23:31:00 -0500 text/html https://www.jagranjosh.com/exams/mah-cet/syllabus
Online Medical Assistant Certification Program

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.

Mon, 31 Jan 2022 02:17:00 -0600 en text/html https://www.utsa.edu/pace/online/certified-medical-administrative-assistant-medical-billing-coding.html
Degrees & Certifications

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.

Wed, 05 Dec 2018 06:00:00 -0600 en text/html https://www.investopedia.com/degrees-and-certifications-4689807
Certification test Change Policy

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.


Before Application Due Date After Application Due Date 2 Business Days or Less Prior to Scheduled test Date or End of the test Window

Transfer

to a future test date/window

No fees $175 fee to ABA Entire test Fee Forfeited - No Changes Permitted

Reschedule

within the same test window

No fees $50 fee to Meazure Learning if a testing date had been selected Entire test Fee Forfeited  - No Changes Permitted

Cancel

Refund of test Fee minus $100 application fee Refund of test Fee minus $275 Entire test Fee Forfeited - No Changes Permitted

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

Fri, 14 Aug 2020 05:34:00 -0500 en text/html https://www.aba.com/training-events/certifications/certification-exam-change-policy
Certified Automation Professional (CAP)

The ISA Certified Automation Professional® (CAP®) certification is a mark of career excellence that affirms your commitment to quality and demonstrates your expertise and knowledge of automation and controls. ISA CAP certification provides you with a non-biased, third-party, objective assessment and confirmation of your skills and expertise as an automation professional.

Who Are CAPs?

ISA CAP logo
CAPs are individuals who have proven they possess an extensive knowledge of automation and controls and that they have the expertise and qualifications to excel in their fields. As automation professionals who work in process automation and manufacturing automation industries around the globe, CAPs are responsible for direction, definition, design, development/application, deployment, documentation and support of software and equipment systems used in control systems, manufacturing information systems, systems integration, and operational consulting.

CAP Certification Requirements

To become an ISA CAP, you must meet certain education and work experience requirements, pass an exam, and commit to the ISA Code of Conduct. Learn more about CAP requirements.

CAP Body of Knowledge

The CAP Body of Knowledge (BOK) encompasses the full scope of knowledge, skills, and abilities needed for competent job performance. It defines automation project domains, the tasks within the domains, and the knowledge and skills required to complete the tasks. View the CAP Body of Knowledge.

How to Apply

There is no application form for CAP certification. The process involves confirming that you meet the following requirements and then taking an exam.

Requirements

Note: by paying the test fee, you are confirming that you are aware of, have met, and can document that you meet the requirements for the CAP certification.

Click the button below to add the test fee to your cart. After you complete your purchase and your payment has successfully processed, you will receive a payment confirmation email. Then, one month before your test window, you will receive an email with the test invitation and instructions for scheduling your exam.

Pay Cap test Fee

About the Exam

You can take the CAP test online from your office or home if the testing environment meets the requirements and your computer meets specifications. You can also take the test at a Scantron test center. The CAP test has 150 multiple-choice questions and is four hours long. Learn more about Certification Exams and Testing.

How to Prepare

We highly recommend taking the Certified Automation Professional (CAP) test Review Course (EC00). ISA has also developed an extensive library of training courses, study guides and publications that are built around the technologies and syllabus covered on the CAP exam. These resources have been developed and reviewed by subject matter experts. Learn more about the review course and the additional resources here.

Reference to Standards and Codes

The aspects of automation covered on the CAP test reflect the tasks performed in the range of practice settings throughout the United States. Familiarity with the following standards and codes is recommended. get the Reference to Standards and Codes (PDF).

  • ISA Standards
  • IEEE Standards
  • National Fire Protection Association (NFPA) Codes and Standards
  • National Electrical Code (NEC)
  • National Electrical Manufacturers Association (NEMA) Standards
  • International Electrotechnical Commission (IEC) Standards
  • National Electrical Manufacturers Association (NEMA) Standards
  • Occupational Safety and Health Administration (OSHA) Codes and Federal Regulations
  • Federal Emergency Management Agency (FEMA) Standards
  • US Food and Drug Administration Regulations
  • American Petroleum Institute (API) Standards

For International applicants, note that the validation study for the exams was done in the United States, so there may be questions on the test that reference US standards and codes.

Important Announcement for CAPs and CCSTs

We are pleased to announce that our Certified Automation Professional® (CAP)® and Certified Control System Technician® (CCST®) certification programs have a brand-new look! Please check your Badgecert account to access your new logo.

Thu, 21 Apr 2011 12:51:00 -0500 en text/html https://www.isa.org/certification/cap
Best Database (DBA) and SQL Certifications for 2023
  • 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. 

NoSQL databases — called “not only SQL” or “non-relational” databases — are increasingly used in big data applications associated with some of the best big data certifications for data scientists, data mining and warehousing, and business intelligence.

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

Certification name

IBM Certified Database Administrator — Db2 12 (z/OS)

Prerequisites and required courses

None required; recommended courses are available.

Number of exams

One: C1000-122: Db2 12 for z/OS DBA Fundamentals (63 questions, 90 minutes)

Cost per exam

$200 (or local currency equivalent) per exam. Sign up for exams at Pearson VUE.

URL

https://www.ibm.com/training/certification/C8003803

Self-study materials

The certification page includes self-study materials, including a study guide and a learning path. 

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

Certification name

Microsoft Certified: Azure Data Fundamentals

Prerequisites and required courses 

This certification does not have any prerequisites. However, for absolute beginners, Microsoft offers an Azure Fundamentals certification. 

Number of exams

One exam, DP-900, which is administered via Pearson VUE or Certiport.

Cost per exam

The test costs $99 in the United States, though the cost changes based on where it is proctored. 

URL

https://learn.microsoft.com/en-us/certifications/exams/dp-900

Self-study materials

Microsoft offers one of the world’s largest and best-known IT certification programs, so the test is well supported with books, study guides, study groups, practice questions and other materials. Microsoft also offers a free online learning path.

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

Certification name

SAP Certified Technology Associate — SAP HANA 2.0 SPS05

Prerequisites and required courses    

None required.

Recommended: Hands-on experience and the following courses: 

  • SAP HANA Installation & Operations SPS12 (HA200) 
  • High Availability and Disaster Tolerance Administration SPS05 (HA201)
  • Monitoring and Performance Tools SPS05 (HA215)
  • Database Migration using DMO SPS05 (HA250)

Number of exams

One exam: SAP Certified Technology Associate — SAP HANA 2.0 SPS05, test code C_HANATEC_17 (80 questions, 180 minutes)

Cost per exam

$500

URL

https://training.sap.com/certification/c_hanatec_17-sap-certified-technology-associate—sap-hana-20-sps05-g/

Self-study materials

The certification web page includes a link to sample questions. SAP HANA trade books and certification guides are available on Amazon. The SAP Help Center offers product documentation and a training and certification FAQs page. The SAP Learning Hub (available on a subscription basis) provides access to online learning content.

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.

Certification

SimplyHired

Indeed

LinkedIn Jobs

LinkUp

Total

IBM Certified Database Administrator — DB2

867

1,337

1,911

753

4,868

Azure Data Fundamentals

2,052

4,154

283

2,322

8,811

Oracle Certified Professional, MySQL Database Administrator

339

473

143

23

978

Oracle Database SQL Certified Associate Certification

138

177

10

273

598

SAP HANA

32

37

57

466

592

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. 

Tue, 23 May 2023 12:00:00 -0500 en text/html https://www.businessnewsdaily.com/10734-database-certifications.html
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