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Use Python and Java to Create a GUI Application
David Dalsveen
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.
Read more
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.
Read more
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/o0zl52/use
What's inside
Syllabus
Use Python and Java to Create a GUI Application
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.
Good to know
Good to know
Know what's good ,
what to watch for , 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
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According to students, this GUI course in Python and Java is highly rated with engaging assignments and a clear curriculum. Most students love the content and lessons, call it superb, and many have learned a lot.
Activities
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Use Python and Java to Create a GUI Application.
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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 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.
Software Engineer
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.
Data Scientist
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.
Machine Learning Engineer
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.
Data Visualization 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.
UI/UX Designer
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.
Front-End Developer
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.
Back-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.
Full-Stack 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.
Computer Scientist
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.
Software Architect
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.
Systems Analyst
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.
Project Manager
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.
Business Analyst
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.
Technical Writer
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.
For more career information including salaries, visit:
OpenCourser.com/course/o0zl52/use
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.
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.
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.
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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.
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.
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.
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.
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.
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.
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.
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.
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.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/o0zl52/use
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Effort
2 hours
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
David Dalsveen
Language
English
Good to know
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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