Understanding Apache Flink from Pluralsight

Apache Flink is a new forth generation Big Data processing tool that is changing the landscape of data processing technologies. This course teaches basic skills that you need to have to develop applications using Apache Flink.

Year after year the world is generating more and more data, and to process it we need better and more sophisticated tools. Apache Flink is a new, next generation Big Data processing tool that is capable of complex stream and batch data processing. In this course, Understanding Apache Flink, you'll learn how to write simple and complex data processing applications using Apache Flink. First, you'll cover an overview how Apache Flink works under the hood, and what it brings to the world of Big Data. Next, you'll learn the ins and outs of how to process data utilizing Apache Flink. Finally, you'll explore how to apply Apache Flink in practice. When you're finished with this course, you'll have a solid understanding of how to write applications in Apache Flink, and will have a good foundation to learn more advanced Apache Flink features.

What's inside

Syllabus

Course Overview

Introduction to Big Data and Apache Flink

Processing Finite Amounts of Data

Processing Infinite Streams of Data

Conclusion

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops skills and knowledge in Apache Flink, which is changing Big Data processing technologies

Provides a solid foundation for learning more advanced Apache Flink features

Taught by Ivan Mushketyk, who is recognized for their work in Apache Flink

Helps learners develop the skills needed to write applications using Apache Flink

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Understanding Apache Flink with these activities:

Review Big Data Concepts

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Refresh your knowledge of Big Data concepts before taking the Apache Flink course to ensure a strong foundation.

Browse courses on Big Data

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Review materials from previous courses or textbooks on Big Data
Attend a workshop or seminar on Big Data

Apache Flink Resource Compilation

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Gather and organize resources related to Apache Flink, including tutorials, documentation, and community forums, to facilitate your learning and reference.

Browse courses on Apache Flink

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Identify and collect relevant resources
Organize and categorize the resources
Share your compilation with others

Apache Flink Discussion Forum

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Engage with peers in discussions to share knowledge, ask questions, and learn from others' experiences with Apache Flink.

Browse courses on Apache Flink

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Join an Apache Flink discussion forum
Participate in discussions and ask questions
Review and respond to others' questions and answers

Five other activities

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Apache Flink Exercises

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Practice writing simple and complex data processing applications using Apache Flink to reinforce your understanding of concepts and syntax.

Browse courses on Apache Flink

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Download and install Apache Flink
Create a simple data processing application
Process streaming data using Apache Flink

Apache Flink Personal Project

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Start a personal project to apply your Apache Flink skills and knowledge, testing your understanding and reinforcing concepts.

Browse courses on Apache Flink

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Identify a project idea that interests you
Research and plan your project
Implement your project
Test and evaluate your project

Apache Flink Project

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Develop a data processing solution using Apache Flink to apply your skills and knowledge to a real-world scenario, solidifying your understanding of the technology.

Browse courses on Apache Flink

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Identify a problem or use case that can be solved using Apache Flink
Design a data processing solution using Apache Flink
Implement your solution using Apache Flink
Test and evaluate your solution

Advanced Apache Flink Tutorials

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Explore additional resources and tutorials to enhance your understanding of advanced Apache Flink features, expanding your knowledge and skills.

Browse courses on Apache Flink

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Identify relevant Apache Flink tutorials
Complete the tutorials
Apply what you learn to your projects or exercises

Apache Flink Workshop

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Attend an Apache Flink workshop to explore advanced concepts, learn from experts, and network with other professionals in the field.

Browse courses on Apache Flink

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Identify and register for an Apache Flink workshop
Attend the workshop and participate actively
Apply what you learn to your own projects or work

Career center

Learners who complete Understanding Apache Flink will develop knowledge and skills that may be useful to these careers:

Data Analyst

Data Analysts are responsible for collecting, cleaning, and analyzing data to find trends and patterns. They use their findings to make recommendations and solve problems. Understanding Apache Flink can be a helpful course for aspiring Data Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

See salaries and explore the career path for Data Analyst

Data Engineer

Data Engineers design, build, and maintain data pipelines and systems. They ensure that data is available, reliable, and secure. Understanding Apache Flink can be a useful course for aspiring Data Engineers because it teaches how to process and analyze data in real-time, a key skill for this role.

See salaries and explore the career path for Data Engineer

Software Engineer

Software Engineers design, develop, and maintain software systems. They use their knowledge of programming languages and software development tools to create software that meets the needs of users. Understanding Apache Flink can be a useful course for aspiring Software Engineers because it teaches how to process and analyze large amounts of data, a key skill for many software development roles.

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Machine Learning Engineer

Machine Learning Engineers design, build, and maintain machine learning models. They use their knowledge of machine learning algorithms and data science techniques to create models that can learn from data and make predictions. Understanding Apache Flink can be a useful course for aspiring Machine Learning Engineers because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Data Scientist

Data Scientists use their knowledge of statistics, machine learning, and data analysis techniques to extract insights from data. They use their findings to make recommendations and solve problems. Understanding Apache Flink can be a helpful course for aspiring Data Scientists because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Database Administrator

Database Administrators design, build, and maintain databases. They ensure that databases are available, reliable, and secure. Understanding Apache Flink can be a useful course for aspiring Database Administrators because it teaches how to process and analyze large amounts of data, a key skill for this role.

See salaries and explore the career path for Database Administrator

Business Analyst

Business Analysts use their knowledge of business processes and data analysis techniques to identify and solve business problems. They use their findings to make recommendations and improve business outcomes. Understanding Apache Flink can be a useful course for aspiring Business Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

See salaries and explore the career path for Business Analyst

Statistician

Statisticians use their knowledge of statistics and data analysis techniques to collect, analyze, and interpret data. They use their findings to make recommendations and solve problems. Understanding Apache Flink can be a useful course for aspiring Statisticians because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Actuaries

Actuaries use their knowledge of mathematics and statistics to assess risk and uncertainty. They use their findings to make recommendations and solve problems. Understanding Apache Flink can be a useful course for aspiring Actuaries because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Quantitative Analyst

Quantitative Analysts use their knowledge of mathematics, statistics, and programming to analyze financial data and make investment recommendations. Understanding Apache Flink can be a useful course for aspiring Quantitative Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Operations Research Analyst

Operations Research Analysts use their knowledge of mathematics, statistics, and programming to solve business problems. They use their findings to make recommendations and improve business outcomes. Understanding Apache Flink can be a useful course for aspiring Operations Research Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Risk Analyst

Risk Analysts use their knowledge of mathematics, statistics, and programming to assess risk and uncertainty. They use their findings to make recommendations and solve problems. Understanding Apache Flink can be a useful course for aspiring Risk Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

See salaries and explore the career path for Risk Analyst

Financial Analyst

Financial Analysts use their knowledge of finance and economics to analyze financial data and make investment recommendations. Understanding Apache Flink can be a useful course for aspiring Financial Analysts because it teaches how to process and analyze large amounts of data, a key skill for this role.

See salaries and explore the career path for Financial Analyst

Market Researcher

Market Researchers use their knowledge of marketing and research methods to collect and analyze data about markets and consumers. They use their findings to make recommendations and improve business outcomes. Understanding Apache Flink can be a useful course for aspiring Market Researchers because it teaches how to process and analyze large amounts of data, a key skill for this role.

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Product Manager

Product Managers are responsible for defining the vision and roadmap for a product. They work with engineers, designers, and marketers to bring the product to market. Understanding Apache Flink can be a useful course for aspiring Product Managers because it teaches how to process and analyze large amounts of data, a key skill for understanding customer needs and making informed decisions.

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