Snowflake - Build and Architect Data Pipelines Using AWS - Lab - Python Pandas with Snowflake on AWS Glue

The video tutorial covers the integration of Pandas with AWS Glue, highlighting its importance for data scientists using libraries like scikit-learn. It explains how to run Pandas locally, including installation and basic commands, and demonstrates deploying a Pandas script in AWS Glue. The tutorial concludes with a preview of using Apache Spark for big data processing in AWS Glue.

What is the primary use of Pandas in data science?

• Machine learning model training

• Data preprocessing and transformations

• Web development

• Data visualization

Which Python library version is mentioned as being available in AWS Glue?

• Keras 2.4.3

• TensorFlow 2.3.0

• NumPy 1.18.5

• Pandas 1.0.1

What command is used to install Pandas in a local system?

• pip install pandas

• brew install pandas

• conda install pandas

• apt-get install pandas

What function in Pandas is used to execute SQL commands?

• sql_query

• execute_sql

• read_sql

• read_csv

What is the first step in deploying a Pandas script in AWS Glue?

• Configure IAM roles

• Install AWS SDK

• Copy and paste the script

• Create a new Glue job