Building ETL Pipelines with Python
Building ETL Pipelines with Python
Create and deploy enterprise-ready ETL pipelines by employing modern methods
Schoof, Emily Ro; Pandey, Brij Kishore
Packt Publishing Limited
09/2023
246
Mole
Inglês
9781804615256
15 a 20 dias
Descrição não disponível.
Table of Contents
A Primer on Python and the Development Environment
Understanding the ETL Process and Data Pipelines
Design Principles for Creating Scalable and Resilient Pipelines
Sourcing Insightful Data and Data Extraction Strategies
Data Cleansing and Transformation
Loading Transformed Data
Tutorial - Building an End-to End ETL Pipeline in Python
Powerful ETL Libraries and Tools in Python
A Primer on AWS tools for ETL Processes
Tutorial - Creating an ETL Pipeline in AWS
Building Robust Deployment Pipelines in AWS
Orchestration and Scaling in ETL Pipelines
Testing Strategies for ETL pipelines
Best Practices for ETL Pipelines
Use Cases and Further Reading
A Primer on Python and the Development Environment
Understanding the ETL Process and Data Pipelines
Design Principles for Creating Scalable and Resilient Pipelines
Sourcing Insightful Data and Data Extraction Strategies
Data Cleansing and Transformation
Loading Transformed Data
Tutorial - Building an End-to End ETL Pipeline in Python
Powerful ETL Libraries and Tools in Python
A Primer on AWS tools for ETL Processes
Tutorial - Creating an ETL Pipeline in AWS
Building Robust Deployment Pipelines in AWS
Orchestration and Scaling in ETL Pipelines
Testing Strategies for ETL pipelines
Best Practices for ETL Pipelines
Use Cases and Further Reading
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Data science books; Python book; Python programming book; Data engineering books; Aws data engineering
Table of Contents
A Primer on Python and the Development Environment
Understanding the ETL Process and Data Pipelines
Design Principles for Creating Scalable and Resilient Pipelines
Sourcing Insightful Data and Data Extraction Strategies
Data Cleansing and Transformation
Loading Transformed Data
Tutorial - Building an End-to End ETL Pipeline in Python
Powerful ETL Libraries and Tools in Python
A Primer on AWS tools for ETL Processes
Tutorial - Creating an ETL Pipeline in AWS
Building Robust Deployment Pipelines in AWS
Orchestration and Scaling in ETL Pipelines
Testing Strategies for ETL pipelines
Best Practices for ETL Pipelines
Use Cases and Further Reading
A Primer on Python and the Development Environment
Understanding the ETL Process and Data Pipelines
Design Principles for Creating Scalable and Resilient Pipelines
Sourcing Insightful Data and Data Extraction Strategies
Data Cleansing and Transformation
Loading Transformed Data
Tutorial - Building an End-to End ETL Pipeline in Python
Powerful ETL Libraries and Tools in Python
A Primer on AWS tools for ETL Processes
Tutorial - Creating an ETL Pipeline in AWS
Building Robust Deployment Pipelines in AWS
Orchestration and Scaling in ETL Pipelines
Testing Strategies for ETL pipelines
Best Practices for ETL Pipelines
Use Cases and Further Reading
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.