Enroll Course: https://www.coursera.org/learn/batch-data-pipelines-gcp-br
In the ever-evolving world of data, understanding how to build robust and efficient batch data pipelines is crucial. I recently completed Coursera’s “Building Batch Data Pipelines on GCP em Português Brasileiro,” and it has been an incredibly insightful experience. This course delves deep into the core concepts of data pipeline paradigms, offering practical guidance on leveraging Google Cloud Platform (GCP) services.
The course begins by clearly defining the three primary data pipeline paradigms: Extract-Load (EL), Extract-Load-Transform (ELT), and Extract-Transform-Load (ETL). It effectively explains when and why to choose each approach, which is fundamental for any data professional. The syllabus covers a wide range of essential GCP technologies for data transformation. We explored the power of BigQuery for data warehousing and analysis, learned how to run Spark jobs on Dataproc for large-scale data processing, and understood the capabilities of Cloud Data Fusion for building visual pipeline graphs. Furthermore, the course touched upon serverless data processing with Dataflow and the management of complex pipelines using Cloud Composer.
What I particularly appreciated about this course was its clear structure and the practical application of concepts. The modules on executing Spark on Dataproc, including optimizing jobs and utilizing Cloud Storage, were particularly valuable. The section on serverless data processing with Dataflow provided a solid foundation for building scalable and cost-effective pipelines. The final modules on managing pipelines with Cloud Data Fusion and Cloud Composer are essential for anyone looking to operationalize their data workflows.
Whether you’re a data engineer, data analyst, or a developer looking to enhance your data processing skills on GCP, this course comes highly recommended. It provides a comprehensive understanding of batch data pipeline creation, equipping you with the knowledge to choose the right tools and methodologies for your specific needs. The Portuguese Brazilian instruction is clear and engaging, making complex topics accessible.
Enroll Course: https://www.coursera.org/learn/batch-data-pipelines-gcp-br