Snowflake DSA-C02 Exam Questions

What is The SnowPro® Advanced Data Scientist Certification Exam:

The “SnowPro® Advanced: Data Scientist” Certification exam will gauge the advanced skills, expertise &knowledge used to apply widespread data science principles, methodologies, and tools using Snowflake. This valued certification will gauge/test the capability to:

• Implement the best practices of Snowflake data science
• Outline data science concepts
• Prepare feature/data engineering in Snowflake
• Practice data visualization to present a business case like; model explain-ability
• Use & train machine learning models
• Implement the model life-cycle management

Experience Requirements For SnowPro® Advanced Data Scientist Certification:

The exam requirements for the “SnowPro® Advanced” (Data Scientist) Certification are:

Candidate should have 2+ years of hands-on data science practical experience in an enterprise environment (with Snowflake). This hands-on experience can be obtained through different roles, like a machine learning engineer, data scientist, or data analyst.

He should have a valid SnowPro-Core Certification. This valued certification establishes that the candidates have the fundamental basic knowledge, expertise, and skills required to use Snowflake.

Which Professionals Should Apply For SnowPro® Advanced Data Scientist Certification?

The target audience for the SNOWPRO ADVANCED: DATA SCIENTIST is mainly AI/ML Engineers and Data Scientists. Those candidates who have at least 2+ years of hands-on data science experience by employing Snowflake, in an enterprise-level environment are equally good for it. Additionally, these candidates may have:

• Background knowledge of working with one/more of the programming languages like Python, SQL, R, PySpark
• A mathematical, statistical, or science education experience
• Hands-on experience using machine learning platforms like Azure Machine Learning, SageMaker, AutoML tools, and GCP AI platform.
• Familiarity with creating different features for machine learning training
• Understanding of different open source & commercial frameworks and various libraries.

What is the Official Syllabus Of The SnowPro® Advanced Data Scientist Exam?

The exam domain breakdown for taking the Advanced Data Scientist Exam includes test domains, objectives, and weightings. It mainly consists of 5 domains whose detail is given as:-

• Concepts of Data Science Concepts (15-20%)
• Essentials of Data Pipelining (15-20%)
• Techniques of Data Preparation & Feature Engineering (30-35%)
• Knowledge of Model Development (15-20%)
• Details of Model Deployment (15-20%)

What Are The Job Roles And Duties Of A Certified SnowPro® Advanced Data Scientist?

SnowPro® Advanced Data Scientists are generally responsible for employing Snowflake to deploy/build machine learning models, maintain &develop data science pipelines, and perform advanced data reporting or various analyses. They work meticulously with different businesses to understand their unique requirements and offer feasible solutions that assist them in making improved decisions using data.

Some specimens of job titles that SnowPro® Scientists may hold:

• Machine Learning Engineer
• Data Scientist
• Data Science Architect
• Data Analyst
• Data Science Manager

Some particular job duties of an Advanced-Level Certified Data Scientist are mentioned below:

• Maintain and develop data science pipelines to clean, collect, and prepare data for analysis
• Implement  and Design machine learning different models to solve real-time business problems
• Achieve advanced data analysis or reporting to recognize trends/patterns in data
• Stay updated on the newest data science technologies/techniques.

Why To Get Certified With SnowPro® Advanced Data Scientist Professional Credential?

The ‘SnowPro® Advanced Scientist Certification is a respected credential for professionals who wish to progress their career in data science using Snowflake. It is also needed for some Snowflake Partner’s programs. Below are some of the remunerations for earning this Certification:

Improved expertise & credibility: The SnowPro® Advanced Data Scientist Certification exhibits that professionals have the knowledge & skills that are necessary to develop and maintain data science pipelines, deploy & build machine learning models, and perform advanced data analysis/reporting using Snowflake.

Better earning potential/ job prospects: The SnowPro® Advanced Data Scientists are in quite high demand, and they are supposed to earn a reasonable salary. As per the Indeed survey, the approximate average salary for a Data Scientist having this certification is greater as compared to those who do not have it.

Superiority to exclusive Snowflake support or resources: The SnowPro® Advanced Data Scientists have exclusive access to a different of special resources, like support forums, online training modules, and live events. These resources can assist professionals in staying updated on the newest Snowflake best practices along with features.

How To Get Scheduled For The SnowPro® DSA-C02 Exam?

Snowflake's SnowPro Certification exams are conducted and administered by Pearson Vue. Candidates can schedule the SnowPro® Advanced Data Scientist exam (DSA-C02) by doing the following steps:-

• Visit the official website by clicking the link (https://learn.snowflake.com/en/certifications/snowpro-advanced-datascientist/)
• Locate ‘register now button’
• Enter SNOW ID & Password
• If candidates don’t have a SNOWID then click on “Create New Profile” to create a new account.
• Choose the appropriate time, date, and authorized testing center that is feasible for you.
• Pay the exam fee.
• Your exam is scheduled.

Best Study Plan For SnowPro® Exam - Tips:

After getting the basic information about the SnowPro® Advanced Data Scientist certification exam, its prerequisites, benefits, and job roles associated with it, let us move forward toward preparing for the SnowPro® Advanced Data Scientist exam. In this section, we will have an expert discussion about the most visible and result-oriented prep strategy to secure success in achieving Snowflake accreditation.

Following are some important tips to stand in your preparation for the Snowflake Advanced Data Scientist exam:

Get the Latest Snowflake Exam Syllabus Details.
After getting scheduled for the SnowPro® Advanced Data Scientist certification exam the first and most important task is to get the details about the latest topics in the SnowPro® Advanced Data Scientist exam syllabus. It makes the foundation of your search for the data relevant to your Snowflake Advanced Data Scientist exam.

Focus on the most updated DSA-C02 exam questions.
Taking your first step in preparing for the SnowPro® exam involves your project management skills to find the top updated and relevant DSA-C02 exam questions to make your preparation valuable. It is very important to have better utilization of your preparation time for the Snowflake exam. On the opposite side, many SnowPro® exam candidates lose their potential and precious study time in redundant and useless prep material.

Beware! Free Snowflake Study material is not reliable.
Many candidates think that getting the DSA-C02 exam questions for the Snowflake exam is easy for them because there are hundreds of SnowPro® preparation sources available freely all over the internet. However this approach is not always correct because many of the Snowflake study sources contain redundant and out-of-syllabus Snowflake Advanced Data Scientist questions, leading to the failure of thousands of Snowflake exam candidates. Therefore relying on just the free Snowflake questions is misleading.

Search For Relevant SnowPro® questions.
SnowPro® Advanced Data Scientist exam preparation requires the searching skills of the candidates to hunt for the prep material that is relevant to the SnowPro® Advanced Data Scientist exam official syllabus. These skills of the candidates create the difference between a successful and failed Snowflake exam attempt.

Search for Snowflake Advanced Data Scientist practice tests.
Practicing with the DSA-C02 exam questions is not just best to gain the necessary confidence in the preparation. But also it is compulsory for the candidates who want to know the questioning techniques used in the SnowPro® Advanced Data Scientist certification exam and also to know the actual preparation strength they have in the Snowflake Advanced Data Scientist exam. So the Snowflake exam candidates are required to evaluate their exam preparation through Snowflake practice tests.

Short But Effective Preparation Guide For SnowPro® Exam:

The following list of steps summarizes the excellent prep plan for the Snowflake SnowPro® Advanced Data Scientist Certification exam:

• Getting the latest syllabus of the Certification exam enhances your interest in the domains and topics in the SnowPro® exam syllabus.
• No free but outdated and non-syllabus-based SnowPro® DSA-C02 exam questions.
• Snowflake Advanced Data Scientist Practice tests are the key factors for securing exam success.
• Know your strengths and weaknesses in the Snowflake Advanced Data Scientist exam preparation by preparation evaluation tools
• Cover the exam syllabus by speeding up the preparation of DSA-C02 exam questions.

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