Build a Web Application with Python/ Flask and NLP

Share the joy of famous quotes with a cloud-based web app using natural language processing to hit the right mood!

Requirements

  • Basic knowledge of Python, HTML, and Jupyter notebooks
  • Ability to install Python libraries as required per course (pip install or however you do it on your OS)

Description

Let’s share the wonderful joy of famous quotes to the world with a quoting machine web application that uses natural language sentiment to tailor the right quote for the user.

The class will teach you how to take your Python ideas and extend them to the web into real Web Applications so the world can enjoy your work.

In this class, we will:

  • develop our ideas in a local Jupyter notebook
  • gather data (famous quotes)
  • use the Vader NLP sentiment algorithm
  • tune our models and dispensing mechanisms locally
  • design the look and feel
  • get graphics
  • extend responsive HTML templates
  • port to the web using PythonAnywhere
  • enjoy great quotes in tune with our moods 24/7

Above all, you will understand how you can port your own Python ideas to the web into fully interactive web applications so the world can enjoy your work!

Who this course is for:

  • Anybody wanting to extend their programmatic reach
  • Anybody wanting to share their work to the entire world by porting to the web

Course content

1 section • 12 lectures • 1h 59m total length

Explore Population Pyramids with Python and Web Applications

How to explore population pyramids

Learn how societies develop and evolve

Build web applications using Python and Flask

Build bar plots in Python

Explore demographic data

Apply data science to understand population growth

Requirements

  • Basic knowledge of Python such as running Jupiter notebooks, pip installing libraries
  • Desire to easily create data-driven web apps

Description

Join me for this free Udemy class where we will explore Population Pyramids using Python and finish by building a web application. You will be able to choose a country, a continent, even the whole world, and choose a year, it can the current one, a past one, or even peer into the future and it will build these automatically.

A Population Pyramids is a graph that quantifies males versus females by age segments. As you can see, on the left in light blue are the males and in light red, the females and each row represent an age group.

These graphs are very important because they not only highlight the challenges of a society they can also point to future ones. It is a great planning tool for administrations and businesses to understand current needs and anticipate future problems.

We will build a series of population pyramid plots in Python and a Jupyter notebook and end the class by porting it all to the web into a mobile web application to share your work with the world!

All the code needed is provided in the resource folder.

Happy learning!

Who this course is for:

  • Python developers, budding data scientists, entrepreneurs
  • The curious who like to roll up their sleeves and find their own answers

Course content