Exam Name: SnowPro Advanced: Data Scientist Certification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced Certification
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Check Updated on: Nov 14, 2026
No. of Questions: 67 Questions & Answers with Exam Engine
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- Total Questions: 67
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- Total Questions: 67
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Nobody budgets for a second DSA-C02 attempt, yet the full fee comes due again if the first one fails. The Snowflake SnowPro Advanced: Data Scientist Certification practice set from NewPassLeader — 67 questions strong — is the cheap way to need only one attempt.
Snowflake DSA-C02 Exam Overview:
| Certification Vendor: | Snowflake |
|---|---|
| Exam Name: | SnowPro Advanced: Data Scientist Certification Exam |
| Exam Number: | DSA-C02 |
| Exam Format: | Multiple select, Multiple choice |
| Available Languages: | English |
| Related Certifications: | SnowPro Advanced: Data Engineer SnowPro Core Certification |
| Recommended Training: | Snowflake Training and Certification Courses |
| Exam Registration: | Snowflake Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam via Snowflake certification platform or authorized testing provider |
| Pre Condition: | SnowPro Core certification is recommended; familiarity with SQL, Python, and data science workflows is expected. |
| Official Syllabus URL: | https://www.snowflake.com/certifications/ |
Snowflake DSA-C02 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Machine Learning in Snowflake | - Model development and training workflows - Model evaluation and iteration |
| Feature Engineering and Data Processing | - Feature creation and transformation techniques - Handling structured and semi-structured data |
| Model Deployment and Operationalization | - Monitoring and maintaining ML workflows - Deploying models in Snowflake environment |
| Snowflake ML and Data Science Tools | - Applying built-in Snowflake ML capabilities - Using Snowpark for Python |
| Data Ingestion and Data Preparation | - Data loading and ingestion patterns - Data cleaning and transformation in Snowflake |
Snowflake DSA-C02: The Questions Everyone Asks
SnowPro Core certification is recommended; familiarity with SQL, Python, and data science workflows is expected. Eligibility details like these are worth double-checking before you register — vendors revise them periodically, and the official exam page (official DSA-C02 exam page) always has the current version.
The official Snowflake SnowPro Advanced: Data Scientist Certification outline has 5 domains — the biggest include Data Ingestion and Data Preparation, Machine Learning in Snowflake, Feature Engineering and Data Processing. Those weightings are your study compass: the largest domains hide the most points. See the full outline above for every subtopic.
You can, and you should. The free PDF demo is there so you can judge the content yourself before spending anything. If you're unsure whether the PDF, desktop engine, or online version suits your study habits, contact our 24/7 service team — they'll advise you. After purchase, 365 days of free updates are included, renewable at 50% off if the period ever expires.
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The exam is offered Online proctored exam via Snowflake certification platform or authorized testing provider, so decide which arrangement suits you before picking a date.
Delivery first: the moment you pay, we send the download link and access details to your email within a minute — even on holidays — and the files install on unlimited computers; contact support if 2 hours pass with nothing. For refunds, the terms are explicit: take the corresponding DSA-C02 exam within 60 days of purchase, and if you fail, 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. Excluded: exams taken within 3 days of purchase, name mismatches between candidate and payer, and free or expired products. The alternative to a refund: two equal-value exam products free, with your original updates intact.
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Classroom hours alone won't tell you if you're ready — the DSA-C02 practice questions from NewPassLeader will. Use them after the coursework to convert knowledge into exam performance.
The Snowflake SnowPro Advanced: Data Scientist Certification is Snowflake's official exam for the SnowPro Advanced: Data Scientist certification, a Professional-level credential. Candidates take it to validate real skill — and employers read it exactly that way. It also connects to related credentials such as SnowPro Core Certification, SnowPro Advanced: Data Engineer.
Snowflake SnowPro Advanced: Data Scientist Certification Sample Questions:
Which ones are the key actions in the data collection phase of Machine learning included?
- A. Ingest and Aggregate
- B. Probability
- C. Label
- D. Measure
Correct Answer: A,C 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Which of the following is a Python-based web application framework for visualizing data and analyzing results in a more efficient and flexible way?
- A. Rapter
- B. StreamBI
- C. Streamlit
- D. Streamsets
Correct Answer: C 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
You previously trained a model using a training dataset. You want to detect any data drift in the new data collected since the model was trained.
What should you do?
- A. Retrained your training dataset after correcting data outliers & no need to introduce new data.
- B. Create a new version of the dataset using only the new data and retrain the model.
- C. Add the new data to the existing dataset and enable Application Insights for the service where the model is deployed.
- D. Create a new dataset using the new data and a timestamp column and create a data drift monitor that uses the training dataset as a baseline and the new dataset as a target.
Correct Answer: D 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
What is the formula for measuring skewness in a dataset?
- A. MEAN - MEDIAN
- B. MODE - MEDIAN
- C. (3(MEAN - MEDIAN))/ STANDARD DEVIATION
- D. (MEAN - MODE)/ STANDARD DEVIATION
Correct Answer: C 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Which of the following process best covers all of the following characteristics?
Collecting descriptive statistics like min, max, count and sum.
Collecting data types, length and recurring patterns.
Tagging data with keywords, descriptions or categories.
Performing data quality assessment, risk of performing joins on the data.
Discovering metadata and assessing its accuracy.
Identifying distributions, key candidates, foreign-key candidates,functional dependencies, embedded value dependencies, and performing inter-table analysis.
- A. Data Profiling
- B. Data Virtualization
- C. Data Collection
- D. Data Visualization
Correct Answer: A 🗳️
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