Short Term Course

AI Tool Development Using Python/Django

  • Live instructor-led course
  • Internship with live projects
  • Industry-relevant curriculum
  • Online and Offline training available
  • Placement support until you get placed

This course provides foundational knowledge and skills for developing a web application using Django and integrating it with a Large Language Model (LLM). Through theoretical lessons and hands-on projects, students will learn to create a web-based application that uses LLMs for personalized user interactions via natural language processing.

  • Beginner
  • Last updated 24 June, 2024
  • English
Course Description

This course aims to provide students with the foundational knowledge and skills to develop a web application using Django and integrate it with a Large Language Model (LLM). Through a combination of theoretical lessons and hands-on projects, students will learn how to create a web based application that can interact with users in a personalized manner using natural language processing capabilities provided by LLMs.

What you’ll learn
  • Build sophisticated web applications using Django’s robust framework, adhering to best practices
  • Interact with databases using Django’s Object-Relational Mapping (ORM) system to create, read, update, and delete records efficiently.
  • Create dynamic web pages using Django views and templates, leveraging template inheritance and context for modular and reusable code.
  • Implement secure user authentication systems, manage user permissions, and handle user registration and profile management.
  • Understand Large Language models.
  • Integrate Django app with LLM for AI empowerment.
Overview of Django and its benefits

Setting up the development environment

Django project structure

Creating and running a basic Django project

Introduction to Django ORM

Creating and managing models

Defining model relationships

Migrations and database management

Understanding Django views

Function-based vs. class-based views

Introduction to Django templates

Template inheritance and context

URL configuration and routing

Named URL patterns

Including and extending URL configurations

Handling static and media files

Creating and processing forms

Built-in form fields and widgets

Form validation and error handling

Model forms

User authentication system

Managing users and permissions

Implementing user registration and profile management

Password management and resetting

Configuring the Django admin interface

Customizing admin models and views

Introduction to Large Language Models

Basic archiecture of LLMs

Introduction to tokens

Calling APIs and processing response

Response state and exception handling

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Jacqueline Miller

2 days ago

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Louis Ferguson

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Frequently Asked Questions

A Large Language Model (LLM) is a type of artificial intelligence capable of understanding and generating human-like text. Integrating LLMs with Django allows developers to create web applications that interact with users in natural language, enhancing user experience and functionality.

Participants should have basic knowledge of Python programming and familiarity with Django framework concepts such as models, views, and templates. No prior experience with LLMs is required, as the course covers introductory to advanced integration techniques.

This course provides hands-on experience through projects where participants will build a Django-based web application integrated with an LLM. They will learn to implement features like personalized content generation, natural language processing for user interactions, and more.

The course covers Django for web development, Python for scripting and integration, and a variety of LLMs for natural language processing. Participants will also learn about APIs, database management, and best practices for deploying LLM-integrated applications.
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