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Snowflake SnowPro Advanced: Data Scientist Certification Sample Questions:

1. Select the Data Science Tools which are known to provide native connectivity to Snowflake?

A) HEX
B) DiYotta
C) DvSUM
D) Denodo

2. Which is the visual depiction of data through the use of graphs, plots, and informational graphics?

A) Data visualization
B) Data Virtualization
C) Data Mining
D) Data Interpretation

3. Which type of Python UDFs let you define Python functions that receive batches of input rows as Pandas DataFrames and return batches of results as Pandas arrays or Series?

A) MPP Python UDFs
B) Scaler Python UDFs
C) Hybrid Python UDFs
D) Vectorized Python UDFs

4. Which are the following additional Metadata columns Stream contains that could be used for creating Efficient Data science Pipelines & helps in transforming only the New/Modified data only?

A) METADATA$ROW_ID
B) METADATA$ISUPDATE
C) METADATA$ACTION
D) METADATA$DELETE
E) METADATA$FILE_ID

5. Which one is not the feature engineering techniques used in ML data science world?

A) One hot encoding
B) Statistical
C) Imputation
D) Binning

Solutions:

Question # 1 Answer: A

Question # 2 Answer: C

Question # 3 Answer: D

Question # 4 Answer: A,B,C

Question # 5 Answer: B