Exam Name: Databricks Certified Professional Data Scientist Exam
Certification Provider: Databricks
Corresponding Certification: Databricks Certification
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Among the accreditations an IT engineer can chase in 2026, the Databricks Certified Professional Data Scientist is one of the smartest. ExamPrepAway backs your chase with 140 practice questions.
Databricks Databricks-Certified-Professional-Data-Scientist Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Deployment and Serving | 15% | - Deployment strategies
|
| Topic 2: Data Exploration and Preparation | 20% | - Data profiling
|
| Topic 3: ML Lifecycle Management | 20% | - MLflow
|
| Topic 4: Governance and MLOps | 15% | - MLOps practices
|
| Topic 5: Machine Learning Development | 30% | - Model training
|
Answers for Databricks Databricks-Certified-Professional-Data-Scientist Candidates
120 minutes, 60 questions — that's your time budget. Rehearse it: the ExamPrepAway online engine runs simulation tests with automatic settings, so pacing becomes trained, not lucky.
Files arrive first: our system emails your purchase within a minute of successful payment — unlimited installations, and 24/7 support if nothing shows up within 2 hours (check spam). Failure is covered too: take the corresponding Databricks-Certified-Professional-Data-Scientist exam within 60 days of purchase, and if you don't pass, submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam for a 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 can also choose a free replacement — two other products of equal value.
No mandatory prerequisite. Databricks recommends prior hands-on experience with machine learning workflows, MLflow, model deployment, and Databricks Lakehouse Platform. Eligibility rules change from time to time, so confirm the current requirements on the official page (official Databricks-Certified-Professional-Data-Scientist exam page) before booking.
The Databricks Certified Professional Data Scientist blueprint spans 5 domains — including Data Exploration and Preparation (20%), Model Deployment and Serving (15%), Governance and MLOps (15%). The weightings are your study map: allocate hours where the points are. Every subtopic appears in the outline above.
USD 200 per attempt, 70% to pass. Cost-effective preparation matters here: the 140 practice questions for the Databricks Certified Professional Data Scientist cost a fraction of one retake.
Yes — download the free Databricks-Certified-Professional-Data-Scientist demo before buying and assess the quality and reliability yourself; it's the best way to avoid wasting money on bootless material. Purchases include 365 days of free updates, renewable later at half price.
The Databricks Certified Professional Data Scientist is Databricks's certification exam for Databricks Certification, at the Professional level. Passing it demonstrates proficiency with specific technologies — a credential employers from small business to enterprise recognize. Related credentials include Databricks Certified Associate Data Scientist, Databricks Certified Machine Learning Associate, Databricks Certified Machine Learning Professional.
Databricks Certified Professional Data Scientist Sample Questions:
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
- A. C, B, A, D, E, F
- B. C, B, A, D, E, F
- C. C, A, B, D, E, F
- D. A, B, C, D, E, F
Correct Answer: B 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
If E1 and E2 are two events, how do you represent the conditional probability given that E2 occurs given that E1 has occurred?
- A. P(E1)/P(E2)
- B. P(E2)/(P(E1+E2)
- C. P(E1+E2)/P(E1)
- D. P(E2)/P(E1)
Correct Answer: D 🗳️
In which lifecycle stage are test and training data sets created?
- A. Model building
- B. Data preparation
- C. Discovery
- D. Model planning
Correct Answer: A 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
Which of the following is a Continuous Probability Distributions?
- A. Poisson probability distribution
- B. Binomial probability distribution
- C. Normal probability distribution
- D. Negative binomial distribution
Correct Answer: C 🗳️
Which analytical method is considered unsupervised?
may have a trend component that is quadratic in nature. Which pattern of data will indicate that the trend in the time series data is quadratic in nature?
- A. Decision tree
- B. K-means clustering
- C. Linear regression
- D. Naive Bayesian classifier
Correct Answer: B 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
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