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IBM Beginner Data & AI

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IBM Data Analyst Professional Certificate (Practice)

Scenario-based practice exam on data analysis: the data ecosystem, Excel, dashboards, Python with pandas and NumPy, SQL, wrangling, exploratory analysis, modelling basics, visualisation and generative AI.

50
questions
75 min
time limit
70%
to pass
Free
your first exam

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Before you start

What this exam covers

Data Analysis with Excel, SQL and PythonData & AIBeginner levelIBM track
Wrangling13%
Sql12%
Visualisation12%
Excel10%
Pandas10%
Modelling8%
Eda7%
Genai5%

Part of the IBM Career Certificates Path certification path (step 1 of 6). See the full path

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Common questions

Is this the official IBM exam?

No. This is a practice exam that mirrors the IBM Data Analyst Professional Certificate (Practice) style and issues a verifiable CareerByteCode certificate on a pass, not the official vendor certificate.

Is it free?

Your first exam is free to start. It is auto-graded instantly and a verifiable certificate is included on a pass. More exams unlock with a one-month plan from Rs 177 including GST, or free by inviting friends.

How is it graded?

50 questions, auto-graded server-side, 70% to pass, 75 minute limit. You can review your answers after submitting.