Building Interactive Visualizations Using Bokeh from Pluralsight

Bokeh is an accessible and easy-to-use Python library which allows even novice programmers to build complex, interactive visualizations in an intuitive manner. Learn how to build interactive plots to support business decision making with Bokeh.

Organizations have huge datasets, usually in a raw format. Visualization of this data is critical in order to understand what is significant before diving into data analysis. In this course, Building Interactive Visualizations Using Bokeh, you'll learn how to use Bokeh to build tweakable visualizations on the web which allows for easy exploration of data without in-depth coding knowledge. First, you'll explore the internals of how Bokeh works and the basic building blocks of Bokeh plots by working with glyphs, plots, tables, arbitrary shapes, and visual layouts. Then, you'll delve into specialized plots in Bokeh, such as plots which work with categorical data, network graphs, and geographical data. Next, you'll discover how to build geo-plots using built-in Bokeh maps and the Google Maps API, along with Bokeh's huge sample dataset to prototype some interesting plots. Finally, you'll learn some advanced features in Bokeh such as integrating with Bokeh plot tools to enhance plot interactivity and working with the Bokeh server which offers a model-view-controller paradigm to manipulate data in Python and view it using a browser. By the end of this course, you'll have the necessary knowledge to effectively work with Bokeh plots and features to extract insights from your own data in the real world.

What's inside

Syllabus

Course Overview

Plotting with Glyphs in Bokeh

Building Basic and Intermediate Plots with Bokeh

Adding Interactive Features to Bokeh Apps

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Built on Python, this course is suitable for programmers regardless of experience level

Teaches how to build and tweak interactive visualizations, offering hands-on, real-world applications of Bokeh

Provides a solid foundation for beginners looking to master Bokeh's capabilities

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 Building Interactive Visualizations Using Bokeh with these activities:

Review Python Programming

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These concepts will be especially pertinent to the first module of the course where the basics of Python are covered.

View Python Crash Course, 3rd Edition: A Hands-On,... on Amazon

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Read the first three chapters of the book.
Complete the practice exercises at the end of each chapter.
Create a small Python script using the concepts you've learned.

Review Python Basics

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Understanding Python basics will help you quickly comprehend the concepts covered in this course and build a strong foundation in Bokeh.

Browse courses on Python Programming

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Review data types, variables, and operators
Practice writing simple Python programs using loops and conditionals

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Career center

Learners who complete Building Interactive Visualizations Using Bokeh will develop knowledge and skills that may be useful to these careers:

Data Visualization Engineer

Data Visualization Engineers specialize in designing and developing data visualizations. Bokeh is a popular tool for creating interactive visualizations, and this course provides a deep understanding of its capabilities. By mastering Bokeh, Data Visualization Engineers can create visually appealing and informative visualizations that help users gain insights from data.

See salaries and explore the career path for Data Visualization Engineer

Data Scientist

Data Scientists use advanced statistical and machine learning techniques to extract valuable insights from data. Bokeh allows Data Scientists to create interactive visualizations that enable them to explore, analyze, and communicate their findings effectively. This course provides a comprehensive understanding of Bokeh, equipping Data Scientists with the skills to build visualizations that drive data-driven decision-making.

See salaries and explore the career path for Data Scientist

Quantitative Analyst

Quantitative Analysts use mathematical and statistical techniques to analyze financial data and make investment decisions. Bokeh allows Quantitative Analysts to create interactive visualizations that help them explore, analyze, and communicate their findings effectively. This course provides a comprehensive understanding of Bokeh, equipping Quantitative Analysts with the skills to build visualizations that drive data-driven investment decisions.

See salaries and explore the career path for Quantitative Analyst

Data Journalist

Data Journalists use data to tell stories and inform the public. Bokeh enables Data Journalists to create interactive data visualizations that help readers understand complex data and make informed decisions. This course provides a solid foundation in Bokeh, empowering Data Journalists to build powerful visualizations that engage and inform audiences.

See salaries and explore the career path for Data Journalist

Web Developer

Web Developers create and maintain websites. Bokeh is a valuable tool for creating interactive data visualizations that can be embedded into web pages. This course provides Web Developers with the skills to use Bokeh effectively, enabling them to build websites that offer rich and engaging data visualizations.

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Product Manager

Product Managers oversee the development and launch of new products. Bokeh enables Product Managers to create interactive data visualizations that help stakeholders understand product usage, identify customer needs, and make informed decisions. This course provides a solid foundation in Bokeh, empowering Product Managers to build powerful visualizations that support successful product development.

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Financial Analyst

Financial Analysts provide financial advice and guidance to individuals and organizations. Bokeh enables Financial Analysts to create interactive data visualizations that help clients understand complex financial data and make informed decisions. This course provides a solid foundation in Bokeh, empowering Financial Analysts to build powerful visualizations that support informed financial planning.

See salaries and explore the career path for Financial Analyst

Business Intelligence Analyst

Business Intelligence Analysts help organizations make informed decisions by providing data-driven insights. Bokeh enables Business Intelligence Analysts to create interactive data visualizations that help stakeholders easily explore and understand complex datasets. This course provides a solid foundation in Bokeh, empowering Business Intelligence Analysts to build powerful visualizations that support informed decision-making.

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Technical Writer

Technical Writers create documentation and training materials to help users understand and use software and products. Bokeh enables Technical Writers to create interactive data visualizations that help users explore and understand complex technical concepts in a clear and engaging way. This course provides a solid foundation in Bokeh, empowering Technical Writers to build powerful visualizations that enhance user understanding.

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Market Researcher

Market Researchers gather and analyze data to understand consumer behavior and market trends. Bokeh enables Market Researchers to create interactive data visualizations that help stakeholders easily explore and understand complex research findings. This course provides a solid foundation in Bokeh, empowering Market Researchers to build powerful visualizations that support informed decision-making.

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User Experience Designer

User Experience Designers focus on creating user-friendly and visually appealing interfaces for websites and applications. Bokeh enables User Experience Designers to create interactive data visualizations that help users explore and understand data in an intuitive and engaging way. This course provides a solid foundation in Bokeh, empowering User Experience Designers to build powerful visualizations that enhance the user experience.

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Educator

Educators teach and inspire students in a variety of settings. Bokeh enables Educators to create interactive data visualizations that help students explore and understand complex concepts in a fun and engaging way. This course provides a solid foundation in Bokeh, empowering Educators to build powerful visualizations that enhance student learning.

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Information Architect

Information Architects design and organize websites and applications to make them easy to use and find information. Bokeh enables Information Architects to create interactive data visualizations that help users explore and understand complex data in a structured and logical way. This course provides a solid foundation in Bokeh, empowering Information Architects to build powerful visualizations that enhance the user experience.

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Data Analyst

Data Analysts gather, cleanse, and analyze data to provide meaningful insights to organizations. Bokeh enables Data Analysts to create interactive data visualizations that help stakeholders easily explore and understand complex datasets. This course provides a solid foundation in Bokeh, empowering Data Analysts to build powerful visualizations that support informed decision-making.

See salaries and explore the career path for Data Analyst

Software Engineer

Software Engineers design, develop, and maintain software systems. Bokeh is a Python library for creating interactive visualizations, and it can be integrated into various software applications. This course provides Software Engineers with the skills to use Bokeh effectively, enabling them to create visually appealing and user-friendly software interfaces.

See salaries and explore the career path for Software Engineer