Real-Time Weather Forecasting Website with Django | Python ML Project 02 (Part 2)

Title: Creating a Weather Forecast Web App Using Django and Machine Learning |
Real-Time Weather Predictions: A Machine Learning Final Year Project |
From ML Model to Web App: Building a Weather Forecasting Site with Django

In this second part of our project, we'll transform our machine learning model into a fully functional web application using the Python framework Django. Building on our previous work, we'll create an interactive user interface that allows users to access real-time weather predictions seamlessly.

We'll begin by setting up a Django project and integrating our trained machine-learning model. Using the OpenWeatherMap API, users will be able to input their location and receive accurate forecasts for temperature and humidity for the next five hours.

Assets:
https://drive.google.com/drive/folders/1ugU8sJsV_qmDU1AFNjyV7pEEZShbhOc_?usp=sharing

What You’ll Learn:
🔹 How to create a web application with Django to display weather forecasts.
🔹 Integrating machine learning models into a website with Django.
🔹 How to handle API requests and display real-time data on the front end.
🔹 Techniques for designing user-friendly interfaces.
🔹 Best practices for deploying a machine learning model in a web application.
🔹 Visualizing predictions in a web format using charts and graphs.

Timestamps:
00:00 – Overview
01:42 – Prerequisites
02:47 – Setting Up the Django Project
14:14 – Integrating the Machine Learning Model
31:25 – Building the User Interface
33:40 – weather.html: Structuring the HTML for Weather Display
01:01:09 – styles.css: Styling web Application
01:23:21 – Testing
01:24:51 – ChartSetup.js: Implementing Data Visualization
01:32:20 – Final Testing

Thanks for following along! If you found this tutorial helpful, please like, comment, and subscribe to my channel for more exciting projects!

Let’s keep learning and building amazing applications together!
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Видео Real-Time Weather Forecasting Website with Django | Python ML Project 02 (Part 2) канала Mr. Data Scientist