Advanced Data Engineering

Coursera Certificate USD 49
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Advanced Data Engineering

About this course

In this advanced course, you will gain practical expertise in scaling data engineering systems using cutting-edge tools and techniques. This course is designed for data scientists, data engineers, and anyone with a foundational understanding of data handling who desires to escalate their skills to handle larger, more complex datasets efficiently. Throughout the course, you'll master the application of technologies such as Celery with RabbitMQ for scalable data consumption, Apache Airflow for optimized workflow management, and Vector and Graph databases for robust data management at scale. The course will culminate with hands-on projects that offer real-world experience, where you'll put your acquired skills to test in solving data engineering challenges. You will not only learn to create scalable data systems but also to analyze their performance and make necessary adjustments for optimum results. This invaluable experience in advanced data engineering techniques will prepare you for the demanding tasks of handling massive datasets, streamlining complex workflows, and optimizing data operations for businesses of any scale.

What you'll learn

  • scalable data system creation
  • workflow management with Apache Airflow
  • using Celery with RabbitMQ
  • working with Vector and Graph databases
  • performance analysis of data engineering systems

Course objectives

  • master cutting-edge data engineering tools
  • apply techniques for handling large datasets
  • gain real-world experience through projects

Skills you'll gain

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