The Databricks Certified Professional Data Scientist blueprint spans 5 domains — including Machine Learning Fundamentals, Responsible AI and Production ML, Machine Learning with Databricks. Spend your hours where the percentages are; the full outline above lists every subtopic.

Yes:

• Databricks Academy Machine Learning Courses

After any official course, verify retention with the 140 practice questions for the Databricks Certified Professional Data Scientist — scored simulation shows what lectures can't.

$200 USD (may vary by region) per attempt, Not publicly disclosed to pass. Retakes bill the full fee again, so make the first attempt the prepared one — rehearse with the 140 practice questions from ExamTorrent until the mark is comfortably behind you.

Through the vendor's official channels:

• Databricks Certification Registration

The Databricks Certified Professional Data Scientist is delivered Online proctored exam — choose the option that fits your schedule.

120-150 for Approximately 45-60 (may vary) questions. Train the pace, don't guess it: the ExamTorrent software and online engines simulate the real test scene and score your performance, so exam day holds no surprises.

Recommended: strong knowledge of Python, SQL, machine learning fundamentals, and experience with Databricks Lakehouse platform Vendors adjust eligibility rules over time — verify the current requirements on the official page (official Databricks-Certified-Professional-Data-Scientist exam page) before registering.

Files first: payment triggers an automatic email within a minute — download on unlimited devices, and contact our round-the-clock team if nothing arrives within 2 hours (check spam). Failure is covered: take the corresponding Databricks-Certified-Professional-Data-Scientist exam within 60 days of purchase, and if you don't pass, email a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam — we handle it quickly, with the full refund processed within 7 days. Exclusions: exams within 3 days of purchase, candidate names that don't match the payer, and free or expired products. You may instead exchange for two equal-value products free.

Yes — download the free Databricks Certified Professional Data Scientist demo and inspect real questions before paying. Your purchase then stays valid for 365 days with free updates throughout, renewable afterward at 50% off.

The Databricks Certified Professional Data Scientist is Databricks's official exam for the Databricks Certified Professional Data Scientist certification, at the Professional level. It validates practical, job-relevant skills — which is why employers shortlist certified candidates. Related credentials include Databricks Certified Data Engineer Associate, Databricks Certified Machine Learning Associate, Databricks Certified Machine Learning Professional.