Introduction to Integrating AI with Full Stack Python Development

This course explores the integration of artificial intelligence into full stack web development using Python and Django. By combining Django's robust web framework capabilities with AI functionalities, learners will develop interactive, intelligent web applications. The course culminates in a capstone project where participants will build an AI-driven web app.


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Last update: 04/2024
English

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Price USD 1.99

Course Overview

4 sections . 12 lessons .

Getting Started with Django

Introduction to Django and Its Architecture 21:25
Setting Up a Django Project Environment 7:36
Understanding Django's Design Patterns 23:23
Getting Started with Django Quiz 20 min

Integrating AI with Django

Overview of AI and Machine Learning 5:49
Integrating AI and Machine Learning Models 6:56
Handling AI Model Updates and Scalability 26:14
Integrating AI with Django Quiz 20 min

Advanced Application Development

Developing RESTful APIs with Django for AI Integration 2:22:03
Performance Optimization in Django Applications 9:16
Securing Django APIs 28:16
Advanced Application Development Quiz 20 min

Capstone Project

Planning Your AI-Powered Web Application 11:24
Implementing AI Features in Your Web Application 6:45:04
Testing and Deploying AI-Powered Web Applications 21:14
Capstone Project Assessment 20 min

Instructor

19 published courses

8 courses sold

Instructor ratings

4.00 (3 ratings)
Goal

Course Objectives

Understand the fundamentals of Django for web development.

Learn how to integrate Python-based AI models into web applications.

Develop complete web applications using Django as a backend framework.

Implement RESTful APIs in Django to interact with AI models.

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Prerequisites

point

Basic knowledge of Python.

point

Understanding of fundamental web development concepts.

point

Interest in artificial intelligence and machine learning.

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