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DSA-C02 practice test questions answers

Snowflake DSA-C02 Dumps Questions Answers

Exam Code:
DSA-C02
Last Update: Dec 21, 2024
65 Questions Answers with Explanation Detail
PDF + Testing Engine
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DSA-C02 Q&A's Detail

Exam Code:
DSA-C02
Total Questions:
65 Q&A's
Single Choice Questions:
52 Q&A's
Multiple Choice Questions:
13 Q&A's

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The DSA-C02 SnowPro Advanced: Data Scientist Certification Exam validates a candidates understanding of implementing Snowflake data science best practices.
Data scientists, analysts, and professionals working with Snowflake who want to demonstrate their expertise in data science should consider taking the Snowflake DSA-C02 exam.

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  • Data Warehousing and Management with Snowflake
  • Advanced SQL Techniques for Data Scientists
  • Data Engineering and Machine Learning Workflows
  • Data Integration and External Function Integration
  • Advanced Analytics with User-Defined Functions (UDFs)
  • Time Series Analysis and Forecasting
  • Data Science Optimization Techniques
The Snowflake DSA-C02 exam is delivered online in a proctored environment. You'll have a set amount of time to complete the multiple-choice and scenario-based questions.

Both Snowflake DSA-C02 and DEA-C01 are advanced certifications offered by Snowflake, but they cater to distinct roles within the data ecosystem. Here's a breakdown of the key differences:

  • DSA-C02 (SnowPro Advanced Data Scientist): The Snowflake DSA-C02 Exam delves into advanced data science concepts within Snowflake. It assesses your ability to perform tasks like data warehousing, advanced SQL techniques, data integration, user-defined functions (UDFs) for analytics, and data science optimization techniques.
  • DEA-C01 (SnowPro Advanced Data Engineer): The Snowflake DEA-C01 Exam emphasizes data engineering aspects. It evaluates your proficiency in building and managing data pipelines, data transformation, performance optimization, and security best practices within the Snowflake environment.

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SnowPro Advanced: Data Scientist Certification Exam Questions and Answers

Questions 1

Which one is the incorrect option to share data in Snowflake?

Options:

A.

a Listing, in which you offer a share and additional metadata as a data product to one or more accounts.

B.

a Direct Marketplace, in which you directly share specific database objects (a share) to another account in your region using Snowflake Marketplace.

C.

a Direct Share, in which you directly share specific database objects (a share) to anoth-er account in your region.

D.

a Data Exchange, in which you set up and manage a group of accounts and offer a share to that group.

Questions 2

All aggregate functions except _____ ignore null values in their input collection

Options:

A.

Count(attribute)

B.

Count(*)

C.

Avg

D.

Sum

Questions 3

You are training a binary classification model to support admission approval decisions for a college degree program.

How can you evaluate if the model is fair, and doesn’t discriminate based on ethnicity?

Options:

A.

Evaluate each trained model with a validation datasetand use the model with the highest accuracy score.

B.

Remove the ethnicity feature from the training dataset.

C.

Compare disparity between selection rates and performance metrics across ethnicities.

D.

None of the above.

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