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Most of our customers open the online engine first: no installation, any browser, any device, with test history and performance review built in. But the Snowflake SnowPro Advanced: Data Scientist Certification package from BraindumpsIT also includes a printable PDF and a Windows desktop engine — all DSA-C02 questions, every format.
Snowflake DSA-C02 Exam Overview:
| Certification Vendor: | Snowflake |
|---|---|
| Exam Name: | SnowPro Advanced: Data Scientist Certification Exam |
| Exam Number: | DSA-C02 |
| Passing Score: | 750 (scaled 0-1000) |
| Real Exam Qty: | 65 |
| Available Languages: | English |
| Exam Duration: | 115 minutes |
| Exam Format: | Multiple Select, Scenario-Based, Multiple Choice |
| Related Certifications: | SnowPro Core Certification SnowPro Advanced Certifications Series |
| Certificate Validity Period: | 3 years |
| Exam Price: | 375 USD |
| Recommended Training: | Snowflake Academy Snowflake Official Study Guide |
| Exam Registration: | Snowflake Certification Portal Pearson VUE Registration |
| Sample Questions: |  |
| Exam Way: | Online proctored (OnVUE) or in-person at Pearson VUE test centers |
| Pre Condition: | Active SnowPro Core Certification; Recommended: 2+ years hands-on Snowflake data science experience, proficiency in SQL, Python, or R |
| Official Syllabus URL: | https://learn.snowflake.com/en/certifications/snowpro-advanced-datascientist/ |
Snowflake DSA-C02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Pipelining | 15-20% | - Data sharing and access control - Snowpark and data flow orchestration - Pipeline reliability and scalability - Data ingestion and integration |
| Model Deployment & MLOps | 15-20% | - Cost and performance optimization - Model deployment options in Snowflake - Model monitoring and performance tracking - Batch and real-time inference - MLOps governance and lineage |
| Data Preparation and Feature Engineering | 30-35% | - Data cleaning and validation - Exploratory data analysis - Feature creation and transformation - Feature stores and versioning - Handling missing values and outliers |
| Model Development | 15-20% | - Model evaluation and validation - Using Snowflake ML and external frameworks - Hyperparameter tuning - Model selection and training - GenAI and LLM integration |
| Data Science Concepts | 15-20% | - Statistical fundamentals - ML problem types and use cases - Snowflake architecture for data science - Machine learning lifecycle |
Snowflake DSA-C02 Exam — Frequently Asked Questions
The DSA-C02 exam is Snowflake's official route to the SnowPro Advanced: Data Scientist certification (Advanced / Specialist level). For IT professionals building a career, it signals verified skill — the kind of advantage that tips better opportunities your way. It also sits in a family of related credentials: SnowPro Core Certification, SnowPro Advanced Certifications Series.
Delivery is instant — files unlock at payment and a copy lands in your email within a minute; our 24/7 online service team responds within 2 hours if anything goes missing, and there are no installation limits. On refunds, our guarantee is real but conditional: take the corresponding DSA-C02 exam within 60 days of purchase, and if you fail, send a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam — we process the full refund within 7 days. Exams taken within 3 days of purchase, name mismatches between candidate and payer, and free or expired products are excluded. Rather have a replacement? Exchange for two equal-value exam products free and keep your original updates.
Yes — the vendor points candidates to these courses:
Training teaches; practice reveals. Once a course ends, the DSA-C02 practice questions from BraindumpsIT tell you how much of it will survive real exam conditions.
Active SnowPro Core Certification; Recommended: 2+ years hands-on Snowflake data science experience, proficiency in SQL, Python, or R Requirements like these do get updated, so confirm the details on the official exam page — official DSA-C02 exam information — before you spend anything on registration.
Registration runs 375 USD, and the pass mark is 750 (scaled 0-1000). Paying by credit card is the standard route — safe and stable for both buyer and seller. And remember the fee is per attempt: a retake costs the same again, which is why candidates drill with the 67 practice questions from BraindumpsIT until their margin is comfortable.
The exam sets 65 questions against 115 minutes on the clock. That pairing punishes hesitation, so train it out: set a per-question budget, flag-and-return instead of freezing, and rehearse full timed sessions in the BraindumpsIT engine until pacing is automatic.
Yes — a free PDF demo lets you examine the question quality first. If you buy, 365 days of free updates are included, with new versions sent to you as they're released; an expired update period can be renewed later at 50% off.
Registration runs through the vendor's official channels:
The exam is available Online proctored (OnVUE) or in-person at Pearson VUE test centers — choose whatever fits your schedule and setup when you book.
Expect 5 domains in the Snowflake SnowPro Advanced: Data Scientist Certification blueprint, headlined by Model Development (15-20%), Model Deployment & MLOps (15-20%), Data Science Concepts (15-20%). Use the weights as your study budget — high-percentage domains earn the most points per hour. The complete outline above has the full breakdown.
Snowflake SnowPro Advanced: Data Scientist Certification Sample Questions:
Mark the incorrect statement regarding usage of Snowflake Stream & Tasks?
- A. Streams support repeatable read isolation.
- B. An standard-only stream tracks row inserts only.
- C. Snowflake ensures only one instance of a task with a schedule (i.e. a standalone task or the root task in a DAG) is executed at a given time. If a task is still running when the next scheduled execution time occurs, then that scheduled time is skipped.
- D. Snowflake automatically resizes and scales the compute resources for serverless tasks.
Correct Answer: B 🗳️
Explanation: Only visible for BraindumpsIT members. You can sign-up / login (it's free).
Mark the Incorrect statements regarding MIN / MAX Functions?
- A. The data type of the returned value is the same as the data type of the input values
- B. For compatibility with other systems, the DISTINCT keyword can be specified as an argument for MIN or MAX, but it does not have any effect
- C. NULL values are ignored unless all the records are NULL, in which case a NULL value is returned
- D. NULL values are skipped unless all the records are NULL
Correct Answer: C 🗳️
Explanation: Only visible for BraindumpsIT members. You can sign-up / login (it's free).
Which command manually triggers a single run of a scheduled task (either a standalone task or the root task in a DAG) independent of the schedule defined for the task?
- A. CALL TASK
- B. RUN ROOT TASK
- C. RUN TASK
- D. EXECUTE TASK
Correct Answer: D 🗳️
Explanation: Only visible for BraindumpsIT members. You can sign-up / login (it's free).
Which ones are the key actions in the data collection phase of Machine learning included?
- A. Label
- B. Probability
- C. Measure
- D. Ingest and Aggregate
Correct Answer: A,D 🗳️
Explanation: Only visible for BraindumpsIT members. You can sign-up / login (it's free).
Which of the learning methodology applies conditional probability of all the variables with respec-tive the dependent variable?
- A. Reinforcement learning
- B. Artificial learning
- C. Unsupervised learning
- D. Supervised learning
Correct Answer: A 🗳️
Explanation: Only visible for BraindumpsIT members. You can sign-up / login (it's free).
