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Event Processing without Breaking Production

CodeMash

Transactional systems are built with the primary focus of processing many concurrent events, only keeping the current state of data. What if there was a way to capture all the events that led to that current state? Capturing all events would allow for deeper analytics/machine learning, debugging, auditing, and more all without affecting your production systems. In this talk, Nathan Zender will explore the architecture, tools, and patterns used to do just that. Before leaving this talk, you will also learn about the stumbling blocks Nathan ran into while implementing this against a temperamental legacy application.

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Explores event-driven architecture, which is widely adopted in modern software development

Provides practical guidance on implementing event-driven architecture in real-world applications

Empowers learners to build scalable and resilient systems using event-driven techniques

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Career center

Learners who complete Event Processing without Breaking Production: CodeMash will develop knowledge and skills that may be useful to these careers:

Data Analyst

Data Analysts collect, clean, and analyze data to provide insights to businesses. They work to identify trends and patterns in data, and then they develop recommendations for how to improve business outcomes. As a Data Analyst, you would be responsible for using the data captured by event processing systems to identify trends and patterns. This course will help you build your understanding of how event systems work and will provide you with the skills necessary to use this data for analysis.

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Machine Learning Engineer

Machine Learning Engineers build and maintain machine learning models. They work to use data to train models that can make predictions and solve problems. As a Machine Learning Engineer, you would be responsible for using the data captured by event processing systems to train machine learning models. This course will help you build a foundation in event processing and will teach you how to use this data to train machine learning models.

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Solutions Architect

Solutions Architects design and implement software solutions for customers. They work to understand the needs of customers and to develop solutions that meet those needs. As a Solutions Architect, you may be responsible for designing and implementing event processing systems for customers. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully design and implement these systems for customers.

See salaries and explore the career path for Solutions Architect

Data Scientist

Data Scientists use their knowledge of statistics, programming, and machine learning to extract insights from data. They work to solve business problems and improve decision-making. As a Data Scientist, you would be responsible for using the data captured by event processing systems to develop models and analytics. This course will help build your understanding of how event systems work and will provide you with the skills necessary to use this data for analysis.

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DevOps Engineer

DevOps Engineers work to bridge the gap between development and operations teams. They work to automate and streamline the software development and deployment process. As a DevOps Engineer, you may be responsible for implementing event processing systems into your organization's CI/CD pipeline. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully integrate these systems into your CI/CD pipeline.

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Developer

Developers build and maintain software applications. They work to create new features and improve existing ones. As a Developer, you may be responsible for implementing event processing systems into your applications. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully integrate these systems into your applications.

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Sales Engineer

Sales Engineers work to sell software products and services. They work to understand the needs of customers and to develop solutions that meet those needs. As a Sales Engineer, you may be responsible for selling event processing systems to customers. This course will provide you with the knowledge and skills necessary to communicate the benefits of event processing systems to customers and to help them implement these systems successfully.

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Quality Assurance Analyst

Quality Assurance Analysts test and evaluate software products to ensure that they meet the required quality standards. They work to identify and fix defects in software products. As a Quality Assurance Analyst, you may be responsible for testing event processing systems to ensure that they are working correctly. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully test these systems.

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Release Manager

Release Managers plan and manage the release of software products. They work to ensure that software products are released on time, with the required features, and without any major defects. As a Release Manager, you may be responsible for managing the release of software products that include event processing systems. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully manage the release of these systems.

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Data Engineer

Data Engineers maintain the infrastructure that stores, processes, and analyzes data. They work to automate and optimize data management processes. As a Data Engineer, you would be responsible for capturing low-latency transaction log data, archiving it into a data warehouse, and making it available for analysis. This course will help you build a foundation in event processing and will teach you how to implement these systems without affecting production systems.

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Business Analyst

Business Analysts work to identify and solve business problems. They use their analytical skills to understand the business and its needs, and then they develop solutions to improve efficiency and productivity. As a Business Analyst, you would be responsible for understanding the business requirements for event processing systems and for working with IT to implement these systems. This course will provide you with the knowledge and skills necessary to communicate with IT and to ensure that event processing systems meet the needs of the business.

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Product Manager

Product Managers work to define and manage the development of software products. They work to understand the needs of customers and to develop products that meet those needs. As a Product Manager, you would be responsible for understanding the business requirements for event processing systems and for working with IT to implement these systems. This course will provide you with the knowledge and skills necessary to communicate with IT and to ensure that event processing systems meet the needs of the business.

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Project Manager

Project Managers lead and manage software development projects. They work to ensure that projects are completed on time, within budget, and to the required quality standards. As a Project Manager, you may be responsible for managing projects that involve the implementation of event processing systems. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully manage these projects.

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Technical Writer

Technical Writers create and maintain documentation for software products. They work to explain how software products work and how to use them. As a Technical Writer, you may be responsible for writing documentation for event processing systems. This course will provide you with the knowledge and skills necessary to understand event processing systems and to write clear and concise documentation for these systems.

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Systems Administrator

Systems Administrators maintain and manage computer systems. They work to ensure that computer systems are running smoothly and efficiently. As a Systems Administrator, you may be responsible for managing event processing systems. This course will teach you the architecture, tools, and patterns used to implement event processing systems, and will help you build the skills necessary to successfully manage these systems.

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