Learn Apache Beam in a Professional way from Scratch. Become an expert in Google Cloud Dataflow, Data Pipeline…
Become an Apache Beam professional and learn one of employer’s most requested skills nowadays!
What you’ll learn
- At the end of the course you will fully master Apache Beam to be able to define and execute data processing pipelines and dataflow from scratch.
- You will be able to conduct Apache Beam projects step by step, understanding all the logic and ending with advanced practical examples and complete projects.
- You will Understand Apache Beam fundamentals, including batch and stream processing, and learn to install necessary software.
- You will Grasp the core concepts of Apache Beam’s programming model, including pipelines, PCollection, and PTransforms, along with windowing.
- You will Acquire practical skills in creating and manipulating pipelines, including reading/writing data and applying transformations.
- You will Master advanced techniques for windowing data and handling event time processing efficiently.
- You will Learn strategies for ensuring data durability, managing state, and handling errors within Apache Beam pipelines.
- You will deeper into advanced concepts such as side inputs, user-defined functions, and dynamic processing within pipelines.
- You will Gain proficiency in testing, debugging, and optimizing Apache Beam pipelines for performance and reliability.
- You will Understand the importance of data encoding, serialization, and type safety in Apache Beam, including strategies for persistence and versioning.
- You will Learn to set up Apache Beam projects in distributed environments like Hadoop, including project configuration in Intellij.
- You will be able to practice the content learned in a practical way by following all the steps in the complete exercises and the hands-on projects.
- You will start with the basics and progressively carry out more complex steps until you reach an advanced level and absolute mastery at the end of the course.
Course Content
- Introduction to Apache Beam –> 5 lectures • 37min.
- Apache Beam Programming Model –> 3 lectures • 41min.
- Writing Apache Beam Pipelines –> 3 lectures • 35min.
- Windowing and Time-based Processing –> 4 lectures • 1hr 1min.
- Handling Fault-Tolerance –> 3 lectures • 35min.
- Advanced Apache Beam Concepts –> 4 lectures • 38min.
- Testing and Debugging Apache Beam Pipelines –> 3 lectures • 42min.
- Data encoding and type safety –> 5 lectures • 1hr 5min.
- Apache Beam in Distributed system (Hadoop) –> 3 lectures • 34min.
- Conclusion and Final Quiz –> 2 lectures • 26min.
Requirements
Become an Apache Beam professional and learn one of employer’s most requested skills nowadays!
This comprehensive course is designed so that Software Developers, Data Engineers, Data Scientists, IT Professionals, Students… can learn Apache Beam from scratch to use it in a practical and professional way. Never mind if you have no experience in the topic, you will be equally capable of understanding everything and you will finish the course with total mastery of the subject.
After several years working in IT, we have realized that nowadays mastering Apache Beam very necessary to build scalable, reliable, and efficient data processing pipelines, making it an essential tool for modern data-driven enterprises. Knowing how to use this tool can give you many job opportunities and many economic benefits, especially in the world of data science.
The big problem has always been the complexity to perfectly understand Apache Beam requires, since its absolute mastery is not easy. In this course we try to facilitate this entire learning and improvement process, so that you will be able to carry out and understand your own projects in a short time, thanks to the step-by-step, detailed and hands-on examples of every concept.
With almost 7 exclusive hours of video, this comprehensive course leaves no stone unturned! It includes both practical exercises and theoretical examples to master Apache Beam and GCP dataflow (Google Cloud Dataflow). The course will enable you to develop robust, scalable, and fault-tolerant data processing pipelines across various distributed systems, in a practical way, from scratch, and step by step.
We will start with the installation and setup of the needed software on your computer, regardless of your operating system and computer.
Then, we’ll cover a wide variety of topics, including:
- Introduction to Apache Beam and course dynamics
- Apache Beam Fundamentals and Software Installation
- Mastering Apache Beam’s Data Processing Model
- Practical Skills in Creating and Manipulating Data Pipelines
- Advanced Techniques for Time-based Data Processing
- Strategies for Ensuring Pipeline Reliability and Fault Tolerance
- Exploring Advanced Features of Apache Beam
- Techniques for Pipeline Validation and Optimization
- Setting Up Apache Beam in Distributed Systems
- Understanding Data Encoding and Serialization for Safety
- Mastery and application of absolutely ALL the functionalities of Apache Beam
- Quizzes, Practical exercises, complete projects and much more!
In other words, what we want is to contribute our grain of sand and teach you all those things that we would have liked to know in our beginnings and that nobody explained to us. In this way, you can learn to build and manage a wide variety of projects and make versatile and complete use of Apache Beam. And if that were not enough, you will get lifetime access to any class and we will be at your disposal to answer all the questions you want in the shortest possible time.
Learning Apache Beam has never been easier. What are you waiting to join?