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Use Python and Java to Create a GUI Application

David Dalsveen

By the end of this project, you will implement a Java GUI to read from a user-provided file containing data. The GUI will call Python applications to plot columnar data as X and Y coordinates on a regression graph, and display statistics about the data from each of the selected columns.

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By the end of this project, you will implement a Java GUI to read from a user-provided file containing data. The GUI will call Python applications to plot columnar data as X and Y coordinates on a regression graph, and display statistics about the data from each of the selected columns.

A graphical user interface can be a nice alternative to using the command line for running programs, as there is no need to memorize how to execute a command with arguments. A label may be added to describe what is needed for the application, for example. There are many choices for building a graphical user interface in Java. Using the Java Swing GUI package is the standard GUI toolkit for Java applications and is widely available on multiple platforms including Windows, Mac, and Linux. The event handlers in Java can then call existing Python applications to analyze the data.

Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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What's inside

Syllabus

Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Useful for academic study and building a strong foundation in computer science
Introduces Java Swing GUI package, which is an industry standard for GUI development in Java
Well-suited for individuals interested in data analysis and visualization using Python and Java
Hands-on labs and interactive materials provide practical experience
Requires access to a computer with Java and Python installed, which may not be readily available to all learners
Learners should have some familiarity with Java and Python programming concepts before enrolling

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Reviews summary

Practical java gui with python integration

According to learners, this course offers a highly practical and project-based approach to integrating Java Swing GUIs with Python for data plotting and analysis. Students frequently commend the clear explanations for bridging these two powerful languages, making it a valuable experience for those looking to build desktop applications with data visualization capabilities. While the hands-on activities are a major strength, some learners note that the course is best for those with existing Java and Python basics, and a minority found the environment setup challenging, especially outside North America.
The course's project-based structure is consistently highlighted as effective for learning.
"The project-based approach is great for learning by doing. ...really valuable."
"A solid introduction to combining Java and Python for GUI applications."
"The hands-on coding was beneficial. The focus on practical application was a major plus."
Highly praised for its unique and practical approach to combining Java and Python.
"This course is incredibly practical! I loved how it integrated Java Swing for the GUI with Python for data plotting..."
"Excellent course! ...connecting Java with Python surprisingly straightforward. This is very relevant for my work."
"Fantastic course for learning how to combine Java for frontend GUI with Python for backend data processing and visualization."
Requires foundational knowledge in both Java and Python for optimal learning.
"Decent course, but requires a certain level of existing knowledge in both Java and Python to really benefit."
"The course assumes you know the basics, and if you don't, you'll struggle."
"As an intermediate Python user, I found the Python sections a bit basic. The real value is in the integration part."
Setup challenges for some, particularly non-NA users.
"I struggled a lot with the environment setup, particularly getting Python and Java to communicate on my Mac."
"The instructions provided weren't always clear for non-Windows users. The regional restriction warning probably applies..."
"Disappointing. ...the troubleshooting for setup was almost non-existent. I'm in Europe, and maybe that's why I had so many issues."

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 Use Python and Java to Create a GUI Application with these activities:
Practice writing Java code
Writing Java code regularly will help you improve your programming skills and prepare you for the course.
Browse courses on Java Programming
Show steps
  • Write a simple Java program that prints "Hello, world!".
  • Write a Java program that reads input from the user and prints it out.
  • Write a Java program that calculates the factorial of a number.
Review Java Programming for Beginners by Bloch
Read this book to solidify your understanding of Java programming concepts, which will provide a strong foundation for the course.
View Effective Java (3rd Edition) on Amazon
Show steps
  • Read chapters 1-5 of the book.
  • Complete the exercises at the end of each chapter.
  • Write a summary of each chapter.
Solve Java programming problems on LeetCode
Solving Java programming problems on LeetCode will help you improve your problem-solving skills and prepare you for the course.
Browse courses on Java Programming
Show steps
  • Sign up for a LeetCode account.
  • Solve the easy problems in the "Arrays" section.
  • Move on to solving the medium problems in the "Arrays" section.
Three other activities
Expand to see all activities and additional details
Show all six activities
Join a study group with other students taking the course
Joining a study group will provide you with a support network and allow you to learn from other students.
Browse courses on Java Programming
Show steps
  • Find a study group on the course forum.
  • Meet with your study group regularly to discuss the course material.
  • Work together on practice problems.
Build a Java GUI application that reads data from a file and plots it on a graph
Building a Java GUI application will help you apply the concepts you learn in the course and demonstrate your understanding of the material.
Browse courses on Java Programming
Show steps
  • Design the layout of your GUI.
  • Write the code to read data from a file.
  • Write the code to plot the data on a graph.
Mentor a junior student in Java programming
Mentoring a junior student will help you solidify your understanding of the course material and help others succeed.
Browse courses on Java Programming
Show steps
  • Find a junior student who is interested in learning Java.
  • Meet with your mentee regularly to answer their questions and provide guidance.
  • Help your mentee complete practice problems.

Career center

Learners who complete Use Python and Java to Create a GUI Application 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 identify trends and patterns. They use their findings to make recommendations to businesses on how to improve their operations or marketing strategies. By combining your knowledge of data analysis with the skills you'll learn in this course, you'll be well-equipped to succeed as a Data Analyst. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for visualizing and presenting your data analysis results.
See salaries and explore the career path for Data Analyst
Software Engineer
Software Engineers design, develop, and maintain software systems. They use their knowledge of programming languages and software development tools to create applications that meet the needs of users. By combining your knowledge of software development with the skills you'll learn in this course, you'll be well-equipped to succeed as a Software Engineer. This course will teach you how to use Java to create a graphical user interface (GUI), which will be a valuable skill for developing user-friendly software applications.
See salaries and explore the career path for Software Engineer
Data Scientist
Data Scientists use their knowledge of statistics, machine learning, and programming to extract insights from data. They use their findings to help businesses make better decisions. By combining your knowledge of data science with the skills you'll learn in this course, you'll be well-equipped to succeed as a Data Scientist. This course will teach you how to use Python to create a GUI application, which will be a valuable skill for visualizing and presenting your data science results.
See salaries and explore the career path for Data Scientist
Machine Learning Engineer
Machine Learning Engineers design, develop, and maintain machine learning models. They use their knowledge of machine learning algorithms and programming languages to create models that can learn from data and make predictions. By combining your knowledge of machine learning with the skills you'll learn in this course, you'll be well-equipped to succeed as a Machine Learning Engineer. This course will teach you how to use Python to create a GUI application, which will be a valuable skill for developing user-friendly machine learning applications.
See salaries and explore the career path for Machine Learning Engineer
Data Visualization Engineer
Data Visualization Engineers design and develop visualizations that communicate data in a clear and concise way. They use their knowledge of data visualization techniques and software tools to create visualizations that help users understand data and make informed decisions. By combining your knowledge of data visualization with the skills you'll learn in this course, you'll be well-equipped to succeed as a Data Visualization Engineer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing interactive data visualizations.
See salaries and explore the career path for Data Visualization Engineer
UI/UX Designer
UI/UX Designers design and develop the user interface (UI) and user experience (UX) of websites and applications. They use their knowledge of human-computer interaction and design principles to create interfaces that are both visually appealing and easy to use. By combining your knowledge of UI/UX design with the skills you'll learn in this course, you'll be well-equipped to succeed as a UI/UX Designer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for prototyping and testing your designs.
See salaries and explore the career path for UI/UX Designer
Front-End Developer
Front-End Developers design and develop the front-end of websites and applications. They use their knowledge of HTML, CSS, and JavaScript to create interfaces that are both visually appealing and functional. By combining your knowledge of front-end development with the skills you'll learn in this course, you'll be well-equipped to succeed as a Front-End Developer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing interactive front-end applications.
See salaries and explore the career path for Front-End Developer
Back-End Developer
Back-End Developers design and develop the back-end of websites and applications. They use their knowledge of programming languages and databases to create applications that are both efficient and scalable. By combining your knowledge of back-end development with the skills you'll learn in this course, you'll be well-equipped to succeed as a Back-End Developer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing user-friendly back-end applications.
See salaries and explore the career path for Back-End Developer
Full-Stack Developer
Full-Stack Developers design and develop both the front-end and back-end of websites and applications. They use their knowledge of a variety of programming languages and technologies to create applications that are both visually appealing and functional. By combining your knowledge of full-stack development with the skills you'll learn in this course, you'll be well-equipped to succeed as a Full-Stack Developer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing complete web applications.
See salaries and explore the career path for Full-Stack Developer
Computer Scientist
Computer Scientists conduct research and develop new computing technologies. They use their knowledge of computer science principles to create new algorithms and software applications. By combining your knowledge of computer science with the skills you'll learn in this course, you'll be well-equipped to succeed as a Computer Scientist. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing user-friendly software applications.
See salaries and explore the career path for Computer Scientist
Software Architect
Software Architects design and develop the architecture of software systems. They use their knowledge of software engineering principles and design patterns to create systems that are both efficient and scalable. By combining your knowledge of software architecture with the skills you'll learn in this course, you'll be well-equipped to succeed as a Software Architect. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing complex software systems.
See salaries and explore the career path for Software Architect
Systems Analyst
Systems Analysts analyze and design business systems. They use their knowledge of business processes and information technology to create systems that meet the needs of businesses. By combining your knowledge of systems analysis with the skills you'll learn in this course, you'll be well-equipped to succeed as a Systems Analyst. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing user-friendly business systems.
See salaries and explore the career path for Systems Analyst
Project Manager
Project Managers plan and execute projects. They use their knowledge of project management principles and tools to ensure that projects are completed on time, within budget, and to the required quality standards. By combining your knowledge of project management with the skills you'll learn in this course, you'll be well-equipped to succeed as a Project Manager. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for managing complex projects.
See salaries and explore the career path for Project Manager
Business Analyst
Business Analysts analyze business needs and develop solutions to meet those needs. They use their knowledge of business processes and information technology to create solutions that are both efficient and effective. By combining your knowledge of business analysis with the skills you'll learn in this course, you'll be well-equipped to succeed as a Business Analyst. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing user-friendly business solutions.
See salaries and explore the career path for Business Analyst
Technical Writer
Technical Writers create and maintain technical documentation. They use their knowledge of technical writing principles and tools to create documentation that is both clear and concise. By combining your knowledge of technical writing with the skills you'll learn in this course, you'll be well-equipped to succeed as a Technical Writer. This course will teach you how to use Python and Java to create a GUI application, which will be a valuable skill for developing user-friendly technical documentation.
See salaries and explore the career path for Technical Writer

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Use Python and Java to Create a GUI Application.
Cover image
The Elements of Statistical Learning
Save
Provides an in-depth overview of statistical learning methods. It covers topics such as linear regression, classification, and clustering, providing a comprehensive understanding of the theory and practice of statistical learning.
The Elements of Statistical Learning: Data Mining,...
Hardcover
$$$
The Elements of Statistical Learning: Data Mining,...
Hardcover
$$$
The Elements of Statistical Learning: Data Mining,...
Kindle Edition
$$$
Cover image
Probabilistic Machine Learning
Save
Provides a comprehensive overview of machine learning from a probabilistic perspective. It covers topics such as Bayesian inference, graphical models, and reinforcement learning, providing a solid foundation for understanding the theory and practice of machine learning.
Probabilistic Machine Learning: Advanced Topics...
Hardcover
$$$$
Cover image
Effective Java
Save
Classic guide to writing effective Java code. It covers topics such as design principles, coding conventions, and performance optimization, providing essential knowledge for Java developers.
Effective Java
Paperback
$$
Effective Java
Kindle Edition
$$
Cover image
An Introduction to Statistical Learning
Save
Provides a comprehensive overview of statistical learning methods. It covers topics such as linear regression, classification, and clustering, providing a solid foundation for understanding the theory and practice of statistical learning.
An Introduction to Statistical Learning
Paperback
Check
An Introduction to Statistical Learning
Kindle Edition
Check
Pattern Recognition and Machine Learning
Save
Provides a comprehensive overview of pattern recognition and machine learning algorithms. It covers topics such as supervised learning, unsupervised learning, and Bayesian inference, providing a solid foundation for understanding the theory and practice of pattern recognition and machine learning.
Pattern Recognition and Machine Learning...
Hardcover
$$$
Pattern Recognition and Machine Learning...
Paperback
$$$
Pattern Recognition and Machine Learning (text...
Unknown Binding
$$$$
Cover image
Introduction to Programming in Java
Save
Provides a comprehensive overview of algorithms and data structures. It covers topics such as sorting, searching, graph algorithms, and string algorithms, providing a solid foundation for understanding the theory and practice of algorithms and data structures.
Introduction to Programming in Java: An...
Paperback
$$$
Introduction to Programming in Java: An...
Paperback
$$$
Introduction to Programming in Java: An...
Kindle Edition
$$
Cover image
Python and Tkinter Programming
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Provides a comprehensive introduction to Python GUI programming using Tkinter. It covers the basics of GUI design, event handling, and widget customization, providing a solid foundation for building Python-based GUIs.
Python and Tkinter Programming
Paperback
$$
Cover image
Deep Learning with Python, Second Edition
Save
Provides a comprehensive guide to deep learning using Python. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks, providing a practical understanding of deep learning techniques and their applications.
Deep Learning with Python, Second Edition
Paperback
$$
Deep Learning with Python, Second Edition
Kindle Edition
$$
Cover image
Discrete Mathematics and Its Applications
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Provides a comprehensive overview of discrete mathematics. It covers topics such as set theory, logic, graph theory, and number theory, providing a solid foundation for understanding the theory and practice of discrete mathematics.
Discrete Mathematics and Its Applications
Paperback
$$$
Discrete Mathematics and Its Applications
Hardcover
$$$$
Student's Solutions Guide for Discrete Mathematics...
Paperback
$$$$
Connect Access Card for Discrete Mathematics and...
Printed Access Code
$$
Cover image
The Elements of Computing Systems, second edition
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Provides a comprehensive overview of computer science fundamentals. It covers topics such as computer architecture, operating systems, and computer networks, providing a solid foundation for understanding the theory and practice of computer science.
The Elements of Computing Systems, second edition:...
Paperback
$$
The Elements of Computing Systems, second edition:...
Kindle Edition
$$
Cover image
Statistical Rethinking
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Introduces Bayesian statistics using R and Stan. It provides a practical understanding of Bayesian modeling and inference, covering topics such as probability theory, model specification, and posterior computation.
Statistical Rethinking
Paperback
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Statistical Rethinking
Kindle Edition
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Course image
Effort
2 hours
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
David Dalsveen
Language
English
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Useful for academic study and building a strong foundation in computer science
Introduces Java Swing GUI package, which is an industry standard for GUI development in Java
Well-suited for individuals interested in data analysis and visualization using Python and Java
Hands-on labs and interactive materials provide practical experience
Requires access to a computer with Java and Python installed, which may not be readily available to all learners
Learners should have some familiarity with Java and Python programming concepts before enrolling
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