Django Project: Build & Deploy a Data Forecasting Web App

Course Summary

Build a fun Python project! This Python + Django tutorial series walks you through developing a data streaming and forecasting Python app. By the end of this series, your Django project will showcase real-time soccer (football) match data, predictive analytics, and full-stack deployment using Python, Django, Pandas, JavaScript, PostgreSQL, and AWS.

5 Sections · 20 Pages · By Cagdas Yetkin

  • Level

    Intermediate to Advanced

  • Duration

    5 Hours.

  • What's included

    10 videos, 10 quizzes

  • Certificate

    Certificate of completion

This course is part of the following career track:

  1. 1) Introduction

    1. Build a Prototype Data Engine with Python
      31 min
    2. Quiz: Project Introduction and Overview

  2. 2) Data Modeling and Forecasting

    1. Real-Time Predictions Using Exponential Smoothing
      23 min
    2. Exponential Smoothing Quiz

  3. 3) Django Backend

    1. Building the Django Backend and REST API
      19 min
    2. New Django App Quiz
    3. Start Using an HTML-JS-CSS Framework
      45 min
    4. Django REST API Quiz

  4. 4) JavaScript & React Frontend

    1. Styling and Rendering Live Data with Tailwind CSS and React
      12 min
    2. Frontend Design Quiz

  5. 5) Production-Ready Deployment with AWS

    1. Connect Your Frontend to Your Django App
      23 min
    2. Django API Connection Quiz
    3. Setting Up and Integrate PostgreSQL on AWS RDS
      30 min
    4. Postgres on AWS RDS Quiz
    5. Push to GitHub and Deploy Your Project on an AWS EC2 Instance
      24 min
    6. GitHub Deployment Quiz
    7. Debug & Deploy Your App
      8 min
    8. Debug & Deploy Quiz
    9. Automate Your Workflows with Cron
      34 min
    10. Cron Automation Quiz