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Knowing the material and surviving a countdown timer are different skills. The PracticeTorrent desktop test engine reproduces the real Databricks-Certified-Professional-Data-Scientist atmosphere offline, scores your mock exams, and shows your correct answer rate — so by 2026 exam season, the Databricks Certified Professional Data Scientist feels like a rehearsal you have already done.
| Certification Vendor: | Databricks |
|---|---|
| Exam Name: | Databricks Certified Professional Data Scientist Exam |
| Exam Number: | Databricks-Certified-Professional-Data-Scientist |
| Passing Score: | Not publicly disclosed |
| Available Languages: | English |
| Exam Duration: | 120-150 |
| Related Certifications: | Databricks Certified Machine Learning Professional Databricks Certified Machine Learning Associate Databricks Certified Data Engineer Associate |
| Exam Format: | Proctored online exam, Scenario-based questions, Multiple choice |
| Real Exam Qty: | Approximately 45-60 (may vary) |
| Certificate Validity Period: | 2 years |
| Exam Price: | $200 USD (may vary by region) |
| Recommended Training: | Databricks Academy Machine Learning Courses |
| Exam Registration: | Databricks Certification Registration |
| Sample Questions: | ![]() |
| Exam Way: | Online proctored exam |
| Pre Condition: | Recommended: strong knowledge of Python, SQL, machine learning fundamentals, and experience with Databricks Lakehouse platform |
| Official Syllabus URL: | https://www.databricks.com/learn/certification |
| Section | Objectives |
|---|---|
| Topic 1: Machine Learning Fundamentals | - Supervised Learning
|
| Topic 2: Machine Learning with Databricks | - Model deployment
|
| Topic 3: Data Preparation and Feature Engineering | - Data cleaning and transformation
|
| Topic 4: Model Evaluation and Optimization | - Performance evaluation
|
| Topic 5: Responsible AI and Production ML | - Model governance
|
Registration for the Databricks Certified Professional Data Scientist goes through the official channels listed here:
As for the format, the Databricks-Certified-Professional-Data-Scientist exam is delivered Online proctored exam — pick whichever fits your situation when you schedule.
The official Databricks Certified Professional Data Scientist blueprint is divided into 5 domains, led by Machine Learning with Databricks, Model Evaluation and Optimization, and Responsible AI and Production ML. The full domain-by-domain breakdown is in the syllabus section above — that is the checklist your study plan should follow.
The passing score for the Databricks-Certified-Professional-Data-Scientist exam is Not publicly disclosed, and registering officially costs $200 USD (may vary by region). That fee buys exactly one attempt — if you fall short, the retake is charged in full again, no discount for a second try. The practical move is to measure yourself first: drill the 140 practice questions at PracticeTorrent under timed conditions until your mock scores clear the bar with room to spare, then book your seat.
You can. PracticeTorrent publishes a free PDF demo of the Databricks-Certified-Professional-Data-Scientist practice questions — download it, work through it, and decide on evidence rather than promises. Once you own the full product, 365 days of free updates are included, and an expired product can have its update service renewed at a 50% discount from your member zone.
The Databricks-Certified-Professional-Data-Scientist exam — officially the Databricks Certified Professional Data Scientist Exam — is how Databricks verifies that you can apply its technologies in real working scenarios, and passing it earns you the Databricks Certified Professional Data Scientist certification, a credential at the Professional level. Employers recognize it because it is vendor-issued and skills-based. Candidates often continue toward related credentials such as Databricks Certified Data Engineer Associate, Databricks Certified Machine Learning Associate, Databricks Certified Machine Learning Professional once this one is in hand.
Yes — Databricks lists these training options for the Databricks Certified Professional Data Scientist:
Courseware teaches the concepts; repetition makes them exam-proof. Combine whichever course you choose with the 140 practice questions from PracticeTorrent and you cover both halves of preparation.
You will face Approximately 45-60 (may vary) questions within 120-150 on the Databricks-Certified-Professional-Data-Scientist exam. Do the math once and the lesson is clear: dwell too long on a hard item and the clock eats your easy points later. The fix is rehearsal, not luck — take full-length timed mocks in the PracticeTorrent desktop or online test engine until pacing becomes automatic, and learn to flag a question, move on, and return with fresh eyes.
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Second, the safety net: if you sit the Databricks-Certified-Professional-Data-Scientist exam within 60 days of purchase and do not pass, the PracticeTorrent money back guarantee entitles you to a full refund. File the claim within 2 days of the exam with a scanned enrollment slip and your official score report (PDF); claims are processed within 7 days. The candidate name must match the payer name, and the guarantee excludes exams taken within 3 days of purchase, purchases never used in an actual exam attempt, free materials, and expired orders. If you would rather keep studying, you can swap the product for two free exam packages of equal value and keep the update service on your original purchase.
Recommended: strong knowledge of Python, SQL, machine learning fundamentals, and experience with Databricks Lakehouse platform
Vendor policies shift from time to time, so treat this as your starting point and verify the current criteria on the official Databricks exam page before you schedule anything.
Select the correct statement which applies to logistic regression
Correct Answer: A,B,C 🗳️
RMSE measures error of a predicted
Correct Answer: B 🗳️
Feature Hashing approach is "SGD-based classifiers avoid the need to predetermine vector size by simply picking a reasonable size and shoehorning the training data into vectors of that size" now with large vectors or with multiple locations per feature in Feature hashing?
Correct Answer: B 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
Select the sequence of the developing machine learning applications
A) Analyze the input data
B) Prepare the input data
C) Collect data
D) Train the algorithm
E) Test the algorithm
F) Use It
Correct Answer: D 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
Which of the following question statement falls under data science category?
Correct Answer: A,D 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
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