Career guides by Science of Apps for 2027 · Start in data

Data analytics certifications
for complete beginners

The best data analytics certifications for beginners in 2027 are Google Data Analytics, Kaggle Learn's SQL and pandas courses, freeCodeCamp's Data Analysis with Python, Microsoft PL-300 once you've practised Power BI, Tableau Certified Data Analyst, IBM Data Science for a technical path, and Google Advanced Data Analytics as the next step.

By , FounderUpdated 5 min read

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Quick answer: What is the best data analytics certification for a beginner?

  1. Start — Google Data Analytics: spreadsheets, SQL, Tableau and R from zero.
  2. Practise free — Kaggle SQL and freeCodeCamp projects.
  3. First exam — Microsoft PL-300 once you've built Power BI dashboards.
  4. Next step — Google Advanced Data Analytics or IBM Data Science.

Key takeaways

  • Beginners should learn SQL early; it's in almost every analyst interview.
  • One structured programme plus free practice beats several half-finished courses.
  • Your first portfolio piece can be a single, well-explained dashboard.

If you've never written a SQL query, data analytics can look intimidating. It isn't, if you take it in order. These seven certifications are arranged as a beginner's path: a structured programme first, free practice alongside it, a first proctored exam when you're ready and a clear next step after that.

What is the best data analytics certification for a beginner? At a glance: Start; Practise free; First exam; Next step.
At a glance: What is the best data analytics certification for a beginner?

Seven beginner analytics picks

Ranked for this reader. Costs and formats come from each issuer's own page, checked on 3 November 2026; prices change, so confirm before you book.

Data analytics certifications for beginners: issuer, cost and format from official pages (costs as of November 2026)
#CertificationCostTimeProve it free
1Google Data Analytics Professional CertificateGoogle / Coursera$49/mo Coursera plan16 months at 10 hours a weekFree test
2Kaggle Learn Micro-Courses (ML, Python, SQL)Kaggle (Google)Free2Short micro-courses, a few hours eachFree test
3freeCodeCamp CertificationsfreeCodeCampFree3Self-pacedFree test
4Microsoft Power BI Data Analyst (PL-300)MicrosoftExam priced by country4100 minutes; renew free every 12 monthsFree test
5Tableau Certified Data AnalystTableau (Salesforce)Check the official page5Check issuerFree test
6IBM Data Science Professional CertificateIBM / CourseraCoursera plan64 months at 10 hours a weekFree test
7Google Advanced Data Analytics Professional CertificateGoogle / Coursera$49/mo Coursera plan76 months at 10 hours a weekFree test

Prove it free before you pay for an exam

Science of Apps · free certification tests

Take the free test first. Pay for an exam only when you pass.

Every pick above has a matching free practice test on Science of Apps, one of the world's largest libraries of free certification tests (1,200+). Check your level before you pay for an exam, or add a verifiable credential to LinkedIn while you study. (Disclosure: we publish these tests; the certifications above earn us nothing.)

Each pick, in the order beginners take them

  1. CourseraGoogle Data Analytics Professional CertificateThe complete beginner toolkit$49/mo Coursera plan
  2. KaggleKaggle Learn Micro-Courses (ML, Python, SQL)Free SQL practiceFree
  3. freeCodeCampfreeCodeCamp CertificationsFree Python analysis projectsFree

Google / Coursera · BeginnerTop pick for 2027

Google Data Analytics Professional Certificate

Cost
$49/mo Coursera plan1
Time
6 months at 10 hours a week

Designed for people with no experience: spreadsheets, SQL, Tableau and R through realistic case studies, with a capstone at the end. About six months at ten hours a week.

Best forthe complete beginner toolkit

Take the free test Start on Coursera

Kaggle (Google) · Beginner

Kaggle Learn Micro-Courses (ML, Python, SQL)

Cost
Free2
Time
Short micro-courses, a few hours each

Free SQL and pandas micro-courses with certificates. Do them alongside Google's course to get far more SQL practice. Kaggle's free micro-courses cover Python, pandas, SQL, data visualisation and machine learning, each in a few hours with hands-on notebooks and a free certificate. They're ideal practice alongside a structured course.

Best forfree SQL practice

Take the free test Start on Kaggle

freeCodeCamp · Beginner–Intermediate

freeCodeCamp Certifications

Cost
Free3

A free project-based certification in Python data analysis. Take it once you're comfortable with basics; the projects make strong portfolio pieces. freeCodeCamp's free certifications in web design, JavaScript, Python, data analysis and more are earned by building projects that must pass automated tests. The projects make useful portfolio pieces.

Best forfree Python analysis projects

Take the free test Start on freeCodeCamp

Microsoft · Associate

Microsoft Power BI Data Analyst (PL-300)

Cost
Exam priced by country4
Format
100 minutes; renew free every 12 months

Your first proctored analytics exam. Learn Power BI free on Microsoft Learn, build two dashboards, then book PL-300. Microsoft's Power BI Data Analyst exam proves you can prepare, model and visualise data and share reports securely. It's 100 minutes, priced by country, with free Microsoft Learn training and free online renewal every 12 months.

Best fora first proctored analytics credential

Take the free test Start on Microsoft

Tableau (Salesforce) · Associate

Tableau Certified Data Analyst

Cost
Check the official page5

If the jobs you want use Tableau, its analyst certification proves visualisation skills employers can check. Tableau's analyst certification proves you can connect, prepare, analyse and visualise data in Tableau. It's most valuable where Tableau or Salesforce is the reporting standard; check Tableau's page for the current fee.

Best forvisual analysts

Take the free test See the exam on Tableau

IBM / Coursera · Beginner

IBM Data Science Professional Certificate

Cost
Coursera plan6
Time
4 months at 10 hours a week

For beginners who want more programming: Python, SQL and machine learning basics with labs. IBM's professional certificate covers Python, SQL, data visualisation and machine learning basics with hands-on labs and a capstone. It takes about four months at ten hours a week, and financial aid is available on Coursera.

Best forbeginners who want more code

Take the free test Start on Coursera

Google / Coursera · Intermediate

Google Advanced Data Analytics Professional Certificate

Cost
$49/mo Coursera plan7
Time
6 months at 10 hours a week

The next step once you're working with data: statistics, regression, ML and Python. Google's advanced certificate takes analysts into statistics, regression, machine learning and Python. It takes about six months at ten hours a week and is the natural next step after Google Data Analytics.

Best forthe next step after the basics

Take the free test Start on Coursera

Your first 90 days in data

Diagram of 3 steps for your first 90 days in data: 1. Days 1–30; 2. Days 31–60; 3. Days 61–90.
Your first 90 days in data
  1. Days 1–30 — start Google Data Analytics; do Kaggle's intro SQL in parallel.
  2. Days 31–60 — continue Google's course; build a Power BI dashboard on Microsoft Learn.
  3. Days 61–90 — finish the capstone, publish it, and take Science of Apps' free data analytics test.

How we ranked these picks

We chose credentials with no experience requirement and ordered them as a beginner's path, mixing a structured programme, free practice and a first proctored exam. Costs and times come from official pages, checked 3 November 2026.

Frequently asked questions

What is the best data analytics certification for beginners?

Google Data Analytics is the most beginner-friendly complete programme. Add free Kaggle SQL practice and, when ready, Microsoft PL-300 for a proctored credential.

Can I become a data analyst with no experience?

Yes. Many analysts start with Google Data Analytics and a portfolio project. Junior analyst and reporting roles regularly hire career changers.

Do I need maths for data analytics?

Basic arithmetic, percentages and averages cover most entry-level work. Statistics becomes important later; Google Advanced Data Analytics teaches it.

How long until I'm job-ready as a data analyst?

Many beginners need four to eight months of part-time study plus a portfolio. Starting applications before you finish shortens the overall timeline.

Is there a free beginner data analytics test?

Yes. Science of Apps offers free data analytics, SQL and Excel tests you can use to check your progress.

Sources

  1. Google — Google Data Analytics Professional Certificate, official page (checked 3 Nov 2026)
  2. Kaggle (Google) — Kaggle Learn Micro-Courses (ML, Python, SQL), official page (checked 3 Nov 2026)
  3. freeCodeCamp — freeCodeCamp Certifications, official page (checked 3 Nov 2026)
  4. Microsoft — Microsoft Power BI Data Analyst (PL-300), official page (checked 3 Nov 2026)
  5. Tableau (Salesforce) — Tableau Certified Data Analyst, official page (checked 3 Nov 2026)
  6. IBM — IBM Data Science Professional Certificate, official page (checked 3 Nov 2026)
  7. Google — Google Advanced Data Analytics Professional Certificate, official page (checked 3 Nov 2026)
  8. Checked November 4, 2026. Figures that change — fees, salaries, prices — are reviewed every six months; if something is out of date, tell us.
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