Data Engineering with Google Cloud Platform
Mastering Data Engineering with Google Cloud Platform
Program overview
Data Engineering with Google Cloud Platform offers a comprehensive exploration of data pipeline construction and management, leveraging Google Cloud's robust tools and services. Participants will engage in hands-on projects that facilitate the practical application of theoretical concepts, ensuring that they can design, implement, and optimize data workflows effectively. The course emphasizes real-world scenarios, allowing learners to tackle challenges that data engineers face in various industries.
Throughout the program, participants will gain insights into data ingestion, transformation, storage, and analysis, all while utilizing Google Cloud Platform's suite of services. By the end of the course, learners will have developed a final project that showcases their ability to create a fully functional data pipeline, which can be published in Cademix Magazine, enhancing their professional portfolio. This course is structured to foster collaboration and innovation, equipping participants with the skills needed to excel in the rapidly evolving field of data engineering.
Introduction to Data Engineering Concepts
Overview of Google Cloud Platform Services
Data Ingestion Techniques: Batch vs. Stream Processing
Building Data Pipelines with Google Cloud Dataflow
Data Storage Solutions: BigQuery and Cloud Storage
Data Transformation with Cloud Data Fusion
Implementing ETL Processes in Google Cloud
Monitoring and Optimizing Data Pipelines
Security and Access Control in Google Cloud
Final Project: Designing a Complete Data Pipeline on GCP
Learning goal
Equip participants with the skills to design, implement, and manage data pipelines using Google Cloud Platform.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Prerequisites
Basic understanding of programming (Python or Java) and familiarity with cloud computing concepts.
Format and certification
Teaching method: Project-based, interactive learning with collaborative exercises.
Certificate: Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.
