Django with Data Science

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.

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

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

If you are a developer looking to dive into the world of data science with Django, this course is for you.

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.

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

https://github.com/packtpublishing/django-with-data-science

Lukasz Makinia is a freelance web developer and a Lean Sigma Six Black Belt. From the beginning of his 8-year professional career, he's related to the field of continuous improvement by providing IT and Lean Management solutions to medium and large companies. He also creates web applications mainly for data gathering and processing using Python/Django, JavaScript, React, and ML. In his free time, Luke writes articles for his blog-PyPlane. He is associated with 'Django Ninjas'-a web framework for building APIs with Django and Python 3.6+ type hints. They provide online educational courses mainly about Python/Django by the community of web developers across the globe. Their classes are project-based only, which means 'teaching by doing'.

1. Django Project

2. Python Data Science Libraries [Optional]

3. Field Types in Django [OPTIONAL]