Interactive Data Visualization with Python and Bokeh
What you'll learn
- Build advanced data visualization web apps using the Python Bokeh library.
- Create interactive modern web plots that represent your data impressively.
- Create widgets that let users interact with your plots.
- Learn all the available Bokeh styling features.
- Integrate and visualize data from Pandas DataFrames.
- Create dynamic graphs that plot real-time data.
- Plot time-series data.
- Integrate your data visualization apps with Flask apps.
- Deploy the apps in live servers.
- Learn how to troubleshoot Bokeh apps.
Requirements
- A working computer (Windows, Mac, or Linux)
- Basic knowledge of Python
Description
If you love Python and want to impress your clients or your employer with impressive data visualization on the browser, Bokeh is the way to go. This course is a complete guide to mastering Bokeh, a Python library for building advanced and data dashboards containing beautiful interactive visualizations. The course will guide you step by step from plotting simple datasets to building rich and beautiful data visualization web apps that plot data in real-time and allow web users to interact and change the behavior of your plots via the internet from their browsers.
Whether you are a data analyst, data scientist, statistician, or any other specialist who deals with data regularly, this course is perfect for you. It will give you the skills to visualize data in a way that excites your audience and eventually sells your product or your idea much easier. All you need to have to learn Bokeh is some basic prior knowledge of Python.
The course also contains exercises to help you check your skills as you progress. You will be given access to various data samples and provided with additional examples to enforce your Bokeh skills. The course is estimated to take you around four weeks to complete assuming you devote 10-20 hours/week depending on your productivity skills.
Who this course is for:
- Anyone involved in the data industry
- Anyone who is already familiar with Python basics
Featured review
Instructor
- 4.5 Instructor Rating
- 92,608 Reviews
- 537,236 Students
- 12 Courses
Ardit is an accomplished Python programmer, educator, and the founder of PythonHow. He graduated in 2013 with a Master of Science in Geospatial Technologies from the University of Muenster, Germany, where he honed his skills in Python, especially for applications in remote sensing and data science.
Ardit's professional career in Python programming is highlighted by his collaborations with various international entities. His notable projects include working with the Center for Conservation Geography to map and analyze Australian ecosystems, engaging in image processing projects with the Swiss company in-Terra, and applying Python data mining techniques with Rapid Intelligence, the Australian data science company that helps businesses make decisions using data.
For learners aspiring to master Python, Ardit has meticulously crafted a series of courses available on Udemy. Beginners are encouraged to start with the "Python Mega Course: Learn Python in 60 Days, Build 20 Apps," a course highly regarded by students for its comprehensive and real-world approach to Python. Following this, "Automate Everything with Python" is recommended for those looking to use Python for small-to-medium scale projects. Lastly, for those focused on developing large applications, "Intermediate to Advanced Python with 10 OOP Projects" provides a deep dive into the advanced aspects of Python. All these courses are available on Ardit's Udemy profile, offering a well-rounded and practical path to Python proficiency.