This course will show you how to create a professional and attractive user interface (UI) in Django for data science using the Semantic UI framework. If you don’t have a programming background, this course will help you create custom analytic tools in the browser by taking you through the core concepts of pandas, NumPy, Matplotlib, and Seaborn. With a step-by-step introduction to new concepts, this Django course will gradually help you get to grips with the essentials of data science.
The code bundle for this course available at https://github.com/PacktPublishing/Django-with-Data-Science
publication date
2020-08-05
what you will learn
Understand the integration of Django and Python data science libraries: pandas, Matplotlib, Seaborn, and NumPy
Populate the database from CSV files
Explore the Semantic UI framework
Get to grips with the basics of data science
key features
Work with Django forms and model forms * Create a modal with price statistics * Transform the database and populate rows of the .csv file with sales data
approach
A good resource for beginners with a programming mindset, this course explains each concept in a precise and easy-to-understand way. The instructor takes you through the content systematically to help you make the most of the topics covered.
audience
If you are a developer looking to dive into the world of data science with Django, this course is for you.
short description
This course will show you how to create a professional and attractive user interface (UI) in Django for data science using the Semantic UI framework.
subtitle
Learn how to integrate Django with pandas, NumPy, Matplotlib, and Seaborn
keywords
Django, Pandas, NumPy, Matplotlib, Seaborn
Product ISBN
9781800564725
