Microsoft Power BI Certification Guide
·9 min read
Everything the PL-300 Power BI Data Analyst certification involves — what the credential is, exam format, cost, scoring, renewal and where it leads.
Continue readingA complete map of database certifications — Oracle, Microsoft, MySQL, PostgreSQL and NoSQL tracks, how they differ, what they cost and how expiry works.

Ask three colleagues what "a database certification" means and you will get three different answers: one means a SQL-language credential, one means a database administrator track, and one means a cloud data platform badge. All three are right, which is precisely why the landscape confuses newcomers — "database certification" is not one category but at least four, run by different vendors with different pricing, different expiry rules, and different jobs in mind. This guide maps the whole territory so you can see where any given credential sits before you spend money on it.
By the end you will be able to place every major credential on two axes — which vendor ecosystem it belongs to, and which specialism it certifies (querying, administration, development, or cloud data platform) — and you will know the three structural facts that trip up most first-time candidates: not all credentials expire, not all "associate" exams are easy, and not every database even has an official certification.
Before any vendor names, get the categories straight, because vendors sell all four and label them inconsistently.
These test your ability to write SQL — joins, subqueries, data manipulation, data definition — not to run a server. The archetype is the Oracle Database SQL Certified Associate (1Z0-071): 63 multiple-choice questions in 120 minutes with a 63% passing score, no prerequisites, and a credential that never expires. Query-language certifications suit analysts, report writers and developers, and their skills transfer across engines even when the exam is vendor-branded.
These certify running databases: installation, users, storage, backup and recovery, performance tuning, high availability. They are role certifications, aimed at people whose pager goes off when the database goes down. Oracle's Database Administration tracks, Microsoft's DP-300 and Oracle's MySQL 8.0 DBA exam all live here.
These sit between the first two: programming inside the database rather than querying it or running it. Oracle's PL/SQL programming exam (1Z0-149) and the MySQL Database Developer exam (1Z0-909) are examples — for engineers who write stored procedures, functions and database-side logic.
The newest and fastest-moving category: managing databases as cloud services, plus the surrounding data engineering. Microsoft's Azure data track (DP-900 fundamentals, DP-300 administration, DP-203 data engineering) is the clearest example; Oracle's cloud data management credentials are its counterpart. These usually expire and require renewal — a structural difference from the older product certifications that matters enormously for long-term cost.
Oracle is the most important vendor to understand properly because it runs two regimes side by side, and confusing them is the single most common mistake in this field.
Product certifications — permanent. Oracle's Database, SQL, and MySQL credentials do not expire. Exams eventually retire, but a credential you earned stays yours. The core line-up as of August 2026:
Cloud certifications — 24-month validity. Oracle Cloud Infrastructure (OCI) credentials, including its cloud data management certifications, expire 24 months after being earned and require passing the current exam version to recertify. In 2026 Oracle also dropped the calendar year from OCI certification names — the exam codes still carry year suffixes, but the credential titles are now evergreen.
Oracle pricing, in tiers: foundational OCI certifications are free (learning path, practice exams and the exam attempt); junior "associate" exams are $95; core OCI associate/professional and product exams — Java, Database, MySQL — are $245. All figures are USD list prices that vary by country and taxes, and all learning paths on Oracle MyLearn are free. Oracle also runs recurring limited-time free-exam promotions (a MySQL 30th-anniversary window ran in 2025), which are worth checking for but never permanent.
Microsoft reorganised its certifications around job roles, and its data track is a clean three-step ladder:
The defining Microsoft feature is renewal economics: role-based certifications are valid for one year but renew free via an online, unproctored assessment on Microsoft Learn, available from six months before expiry. You pay the exam fee once and keep the credential current without further cost — the opposite trade-off from Oracle, whose product certs never expire but whose cloud certs require a paid re-sit.
One caution when researching Microsoft credentials: you will still find references to the older MCSA-era SQL Server exams (the 70-4xx series, such as 70-461 for querying and 70-462 for administration). These belong to a retired programme generation; their content overlaps today's syllabi, but do not plan a 2026 credential path around them.
PostgreSQL breaks the pattern entirely: there is no official certification from the PostgreSQL Global Development Group. The best-known credential comes from EDB (EnterpriseDB), whose programme offers Associate and Professional levels tagged to Postgres versions. Secondary sources describe the EDB Professional as roughly 60 multiple-choice questions in 90 minutes with a 70% pass mark, about $200 USD, and a two-year credential — but confirm all of that on EDB's own page, as it comes from a single source. The full picture of this fragmented ecosystem, including third-party alternatives, is covered in PostgreSQL certification options explained.
The categories above are relational, but "database certification" increasingly includes NoSQL document stores such as MongoDB, which runs its own credential programme. Our research pack for this guide focused on the relational vendors, so we will not quote MongoDB exam details here — check MongoDB's official certification pages for current formats and fees. The structural point holds regardless of vendor: NoSQL credentials are product certifications for a specific engine, so they belong in your plan only if that engine appears in your target job adverts.
Once you see these, the whole landscape snaps into focus.
Rule 1: expiry follows the platform, not the vendor. Product certifications for on-prem software (Oracle Database, MySQL) tend to be permanent; cloud certifications (OCI, Microsoft role-based) expire on one- or two-year cycles because the platforms themselves change continuously. Always check the expiry regime before buying — it changes the lifetime cost of a credential by multiples.
Rule 2: levels describe depth, not difficulty for you. "Associate" versus "Professional" tells you where an exam sits in a track, not how hard you personally will find it. An experienced MySQL admin may stroll through a Professional-level exam on her own engine and struggle with an Associate exam on an unfamiliar one. Judge exams by their objective lists against your own experience.
Rule 3: the credential certifies an ecosystem, employers hire for an engine. No database certification is truly vendor-neutral. That is not a flaw — it is the reason employers trust them — but it means the first question in choosing one is never "which certification is best?" It is "which engine do my target employers run?"
This is a hub guide, so the detailed rankings live in their own articles — here is the routing logic that sends you to the right one:
As a quick orientation, a realistic pairing of reader to starting point: a support engineer in a Microsoft shop starts at DP-900 and climbs to DP-300; a junior developer at an Oracle-running enterprise starts at 1Z0-071; a web developer running MySQL in production goes straight for 1Z0-908; a data-platform engineer on Postgres weighs EDB against simply building public proof of work.
Logistics are more uniform than the credential landscape. Oracle exams are delivered through Oracle University with Pearson VUE, either online proctored from home or at a test centre, and an exam purchase must typically be scheduled within six months. Microsoft exams are similarly proctored online or in centres. Nearly everything is multiple choice at the associate and professional levels discussed here.
Preparation follows the same shape whichever exam you pick:
Whichever credential you shortlist, the official exam page repays a careful read — most candidates skim it and pay for the oversight later. Four things to extract every time:
The exact exam code and version. Oracle codes carry meaning: 1Z0-071 is version-stable, while OCI cloud exams carry year suffixes (-25, -26) and retire on a rolling basis even though the credential names are now evergreen. Sitting a version that is weeks from retirement is rarely a problem for your credential, but buying study materials for the wrong version wastes money — always match materials to the code you booked.
The scoring model. Oracle publishes percentage pass marks that differ per exam (63% for 1Z0-071; 62% reported for 1Z0-908; 65% reported for 1Z0-182), while Microsoft uses a 700/1000 scaled score, which is not a simple 70%. Knowing the model stops you misreading practice-test results.
The weighting of domains. Exams weight their topic areas, and the weightings tell you where marks actually live. The reported 13 weighted domains of 1Z0-182 are an instruction to study proportionately, not alphabetically.
The scheduling and retake terms. Oracle's six-month scheduling window on purchases is the kind of clause that only hurts people who did not read it.
You are ready to schedule a database exam when you can honestly tick these:
If two or more boxes are empty, the cheapest decision is another fortnight of preparation, not a booked exam.
It depends on the category, not the vendor's name. Oracle's Database, SQL and MySQL product certifications never expire. Oracle's cloud (OCI) certifications last 24 months. Microsoft's role-based certifications last one year but renew free online. EDB's PostgreSQL credential is reported as two-year. Always verify the specific credential's policy before purchase.
Yes — none of the entry-level exams covered here enforce prerequisites. Oracle's 1Z0-071 and Microsoft's DP-900 are both designed as first credentials. Recommended experience (such as the year of DBA work suggested for 1Z0-182) is advice about difficulty, not a gate.
At the associate and professional levels mapped here, multiple choice dominates. Oracle's Certified Master tier involves performance-based examination and costs considerably more, but that is a specialist destination rather than part of most readers' plans.
Generally yes. Oracle delivers exams online proctored via Pearson VUE as well as at test centres, and Microsoft offers equivalent online proctoring. Expect identity checks and a monitored environment either way.
Oracle's foundational OCI certifications are free — learning path, practice exams and exam attempt — which makes the cloud data management foundations a zero-cost entry to the Oracle ecosystem. Among paid exams on the relational side, Microsoft's DP-300 at $165 undercuts Oracle's $245 product exams, and its free renewal keeps lifetime cost flat.
The database certification landscape stops being confusing once you read it as a grid: four specialisms (querying, administration, development, cloud platform) crossed with a handful of vendor ecosystems, each with its own pricing tier and expiry regime. Your route through it starts with the engine your target employers run, picks the specialism that matches the role you want, and only then chooses an exam code. From there, the sibling guides linked above take over with rankings and track-by-track detail — and the volatile numbers (fees, formats, free-exam windows) should always get a final check on the official vendor pages listed below, because they change without ceremony.
Exam facts in this guide were checked against official certification-provider pages on . Fees, exam codes and policies change — confirm on the provider’s own site before you book.
Put it into practice
Reading about an exam only takes you so far. Work through practice questions for your certification and find the gaps before exam day does.
·9 min read
Everything the PL-300 Power BI Data Analyst certification involves — what the credential is, exam format, cost, scoring, renewal and where it leads.
Continue reading·8 min read
A realistic look at PL-300 difficulty — question styles, the domains that trip candidates up, who finds it hard and how to tell when you would pass.
Continue reading·11 min read
A practical PL-300 preparation method — the resource stack, a five-phase study approach, practice-test strategy and a readiness checklist before you book.
Continue reading