Enroll Course: https://www.coursera.org/learn/batch-data-pipelines-gcp-jp
In the ever-evolving world of data, building robust and efficient data pipelines is paramount. For those looking to harness the power of Google Cloud Platform (GCP) for their batch data processing needs, Coursera’s “Building Batch Data Pipelines on GCP” (日本語版) course is an exceptional resource. This comprehensive program offers a structured approach to understanding and implementing various data pipeline frameworks, making it an invaluable asset for data engineers and analysts alike.
The course begins by demystifying the common data pipeline paradigms: Extract, Load (EL), Extract, Load, Transform (ELT), and Extract, Transform, Load (ETL). It provides clear guidance on when and why to utilize each framework, ensuring learners develop a solid theoretical foundation before diving into practical implementation. This foundational knowledge is crucial for designing pipelines that are not only functional but also optimized for specific use cases.
A significant portion of the course is dedicated to exploring key GCP technologies essential for batch data processing. Learners will gain hands-on experience with BigQuery for data warehousing, understand how to run Spark on Dataproc for large-scale data processing, and learn to build data transformation pipelines using Cloud Data Fusion. The course also delves into serverless data processing with Dataflow, a powerful tool for handling streaming and batch data with ease.
What truly sets this course apart is its practical, hands-on approach. Through Qwiklabs, participants get to build actual data pipeline components on Google Cloud. This experiential learning reinforces theoretical concepts and equips learners with the practical skills needed to tackle real-world data engineering challenges. The syllabus covers crucial aspects like optimizing Dataproc jobs, leveraging Cloud Storage, and managing pipelines with Cloud Composer, providing a holistic view of the data pipeline lifecycle.
Whether you’re looking to optimize existing pipelines or build new ones from scratch, “Building Batch Data Pipelines on GCP” on Coursera offers the knowledge and practical experience to succeed. It’s a highly recommended course for anyone serious about mastering data engineering on the Google Cloud Platform.
Enroll Course: https://www.coursera.org/learn/batch-data-pipelines-gcp-jp