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- Total Questions: 67
- Updated on: Nov 14, 2026
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- Total Questions: 67
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Snowflake DSA-C02 Exam Overview:
| Certification Vendor: | Snowflake |
|---|---|
| Exam Name: | SnowPro Advanced: Data Scientist Certification Exam |
| Exam Number: | DSA-C02 |
| Exam Format: | Multiple Choice, Scenario-based Questions, Multiple Select |
| Exam Duration: | 115 minutes |
| Exam Price: | $375 USD |
| Related Certifications: | SnowPro Advanced: Data Scientist SnowPro Core Certification |
| Certificate Validity Period: | 2 years |
| Passing Score: | 750/1000 |
| Real Exam Qty: | 65 |
| Available Languages: | English |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam or test center delivery through Pearson VUE |
| Pre Condition: | Active SnowPro Core Certification is recommended. Snowflake recommends 2+ years of hands-on experience as a Data Scientist using Snowflake in a production environment. |
| Official Syllabus URL: | https://learn.snowflake.com/en/certifications/snowpro-advanced-datascientistC03 |
Snowflake DSA-C02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Preparation and Feature Engineering | 25-30% | - Feature Engineering
|
| Model Development | 30-35% | - Snowflake Machine Learning Capabilities
|
| Model Deployment and Operations | 20-25% | - Model Deployment
|
| Data Science Concepts | 15-20% | - Machine Learning Fundamentals
|
The Snowflake SnowPro Advanced: Data Scientist Certification Exam: Straight Answers
Yes. NewPassLeader processes every purchase through a secure Credit Card payment system, so your transaction is protected from leakage or error at each step of the deal. We put customers' interests and the quality of the Snowflake SnowPro Advanced: Data Scientist Certification product first — the DSA-C02 exam materials should be the only thing you need to think about after checkout.
The DSA-C02 exam contains 65 questions with 115 minutes minutes to complete them. Scored practice rounds under the same limit are how you find out — in advance — whether the clock will be a problem for you.
The official outline divides the DSA-C02 exam into weighted domains, including:
- Data Preparation and Feature Engineering (25-30%)
- Model Deployment and Operations (20-25%)
- Data Science Concepts (15-20%)
The Snowflake SnowPro Advanced: Data Scientist Certification practice questions at NewPassLeader are organized around these same objectives, so your scored mock results map directly onto the areas that need work.
The DSA-C02 exam leads to the Snowflake SnowPro Advanced: Data Scientist Certification certification from Snowflake, one of the more popular credentials among IT professionals — and it is genuinely not easy to pass. The workable approaches are well known: invest focused time and energy, take an effective training course, and practice with material that mirrors the real exam. Preparation quality, not luck, separates the attempts that succeed from the ones that need repeating.
That is exactly what the software version is for. It recreates the atmosphere of the real DSA-C02 exam, and after each exercise you can assess your score and see your current level in concrete terms. Those results tell you whether you are grasping the key points or still circling them, so your remaining study time goes in the right direction — particularly valuable when work and family leave you only a few hours a week.
Active SnowPro Core Certification is recommended. Snowflake recommends 2+ years of hands-on experience as a Data Scientist using Snowflake in a production environment.
Passing the DSA-C02 exam requires 750/1000, and registration costs $375 USD. Think of preparation as the smaller investment that protects the larger one — measured, scored practice is how you make that trade a good one.
Snowflake SnowPro Advanced: Data Scientist Certification Sample Questions:
As Data Scientist looking out to use Reader account, Which ones are the correct considerations about Reader Accounts for Third-Party Access?
- A. Users in a reader account can query data that has been shared with the reader account, but cannot perform any of the DML tasks that are allowed in a full account, such as data loading, insert, update, and similar data manipulation operations.
- B. Each reader account belongs to the provider account that created it.
- C. Reader accounts (formerly known as "read-only accounts") provide a quick, easy, and cost-effective way to share data without requiring the consumer to become a Snowflake customer.
- D. Data sharing is only possible between Snowflake accounts.
Correct Answer: D 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Which tools helps data scientist to manage ML lifecycle & Model versioning?
- A. CRUX
- B. MLFlow
- C. Pachyderm
- D. Albert
Correct Answer: B,C 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Consider a data frame df with 10 rows and index [ 'r1', 'r2', 'r3', 'row4', 'row5', 'row6', 'r7', 'r8', 'r9', 'row10'].
What does the aggregate method shown in below code do?
g = df.groupby(df.index.str.len())
g.aggregate({'A':len, 'B':np.sum})
- A. Computes length of column A and Sum of Column B values
- B. Computes Sum of column A values
- C. Computes length of column A
- D. Computes length of column A and Sum of Column B values of each group
Correct Answer: D 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Mark the incorrect statement regarding usage of Snowflake Stream & Tasks?
- A. 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.
- B. Streams support repeatable read isolation.
- C. Snowflake automatically resizes and scales the compute resources for serverless tasks.
- D. An standard-only stream tracks row inserts only.
Correct Answer: D 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
All aggregate functions except _____ ignore null values in their input collection
- A. Avg
- B. Count(attribute)
- C. Sum
- D. Count(*)
Correct Answer: D 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
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