Python Data analytics and visualization

Python Data analytics and visualization

  • English
  • Data Science
  • Data AnalyticsData Analytics
  • (4821)
  • Project length: 5h 34m

This tutorial will cover the details (resources, tools, languages etc) that are necessary to build a complete and operational analytical dashboard. You will be guided through all the steps and concepts, starting from the basic ones like setting up the right tools and frameworks to the more advanced topics related to the development. Ultimately you will be able to create your own data analytics and visualization application.

Overview

Project Name: How to create a data analytics and visualization application in Python & Django

Project Introduction:

This tutorial will cover the fundamentals and some advanced techniques for creating and application to analyze and visualize a variety data sets.

Description: This tutorial will cover the details (resources, tools, languages etc) that are necessary to build a complete and operational analytical dashboard. You will be guided through all the steps and concepts, starting from the basic ones like setting up the right tools and frameworks to the more advanced topics related to the development. Ultimately you will be able to create your own data analytics and visualization application.

What are the requirements?:

This tutorial will require a basic level of knowledge in the following. If your not fluent in these don’t worry, a very beginner level is all that is needed. We will build from there.

Basic understanding of:

  • HTML/CSS/Java Script
  • Relational Databases (MySQL, PostgreSQL, Etc.)
  • Basic Python and Django Understanding
  • And the most important is: desire to learn

What is the target audience?:

Anybody who wants to learn about analyzing and visualizing data.

Target Audience:

  • You want to build dashboard or other application using a variety of data
  • You want to expand your Python/Django skills
  • Learners who want to enhance their knowledge

When are the streaming sessions (streaming schedule)?

Schedule:

Weekly 9 pm EST New York time on Wednesday

Project Outline

Project Overview:

Session 1: Setting-up the Environment

  • Setting up a new Django Project
  • Setting up a new database connection
  • Setting up views and urls
  • Importing data
  • Building an ORM model

Session 2: Data Structures and Models

  • Python Data Structures Review
  • ORM vs Native SQL queries discussion
  • Establish what end data we want to see
  • Start building business logic and math functions

Session 3: Turning raw data into useful metrics

  • Continue building business logic and math functions
  • Passing data to the view controller

Session 4: Visualizing the data for new insights

  • Handling data with Django Templating
  • Visualize data using JS libraries (D3, NVD3, Charts.js, etc)

Reviews

Average rating

5(4821 Reviews)
  • Avatar

    yokokorito

    3 months ago

    Its hard to find really good Python tutorials, but this is one of them.

  • Avatar

    hughdodario

    3 months ago

    I'm now trying things from this video in practice and they work.

  • Avatar

    henryhue

    3 months ago

    Thanks for this good analytics and visualization project, guys.