Django project NLP Pre-Trained ML model Book Recommendation System

Опубликовано: 16 Март 2026
на канале: Swahili ICT Tutorials
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GitHub
https://github.com/shamiraty/NLP-goog...

Model
https://figshare.com/articles/dataset...

Model Path 2
https://drive.google.com/file/d/1eqFn...

for PDF
pip install PyMuPDF

for UI
https://bootswatch.com/

for Batch Import
pip install django-import-export

to Load model
pip install smart_open

for graphs
pip install plotly

for data
pip install pandas spicy numpy

for Django
pip install Django

Intermediate Django Website Programming for Beginners

For those who like to learn about building machine learning applications using Python, keep following our video series.

INFORMATION SYSTEMS TECHNOLOGIES

WEB DESIGN AND DEVELOPMENT

USING PYTHON, MYSQL, DJANGO FRAMEWORK, JAVASCRIPT, AJAX

SWAHILI TUTORIALS

VIDEO CONTENTS:

1. Django Monetary Library Installation
2. Pillow Installation
3. Python Installation and Environment Setup
4. Integrate Material Design Bootstrap
5. URL Redirection Techniques
6. Best Open Source UI Plugins
7. Admin Panel Customization
8. Managing User and Group Permissions
9. Model Migrations Explained
10. Uploading Documents and Images
11. Mastering Django ORM (Object-Relational Mapping)
12. Efficient Query Processing
13. Configuring PostgreSQL, SQLite, MySQL with Django
14. Implementing User Authentication
15. Data Pagination Techniques
16. Creating Django Forms
17. Back-End Form Validation
18. Sweet-Alert Framework Integration
19. Using Django Clean-Up Library
20. Customizing Django JET Theme Admin Template
21. Integrating Django Date Picker Library
22. Utilizing Django RegexValidator Library
23. Bootstrap Essentials
24. Managing Multiple Apps in a Single Project
25. Creating Data Tables in Django


PROJECT SOURCE CODE
https://drive.google.com/drive/folder...

HOW TO INSTALL PYTHON, DJANGO, AND VISUAL STUDIO CODE (WINDOWS 10) FOR WEB DEVELOPMENT
   • HOW TO INSTALL  PYTHON,  DJANGO  AND VISUA...  

COMPLETE POSTGRES INSTALLATION WITH PG-ADMIN, XAMPP, AND VISUAL STUDIO CODE (PHP connection)
   • COMPLETE  POSTGRESS  INSTALLATION WITH PG-...  

Source Code
https://drive.google.com/drive/folder...

Presentation
https://docs.google.com/presentation/...

Screenshots
https://drive.google.com/file/d/1HA5w...

EPISODES

Episode 0: Introduction
Course Introduction: Web Design Using Python and Django with MySQL Database
   • WEB DESIGN USING PYTHON AND DJANGO FRAMEWO...  

Episode 0: Installation
How to Install Python, Django, and Visual Studio Code for Web Development
   • HOW TO INSTALL  PYTHON,  DJANGO  AND VISUA...  

Episode 1
Starting a New Project: Web Design Using Python and Django with MySQL Database
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 2
Bootstrap and JavaScript Libraries Integration
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 3
Linking HTML Pages in Django Projects
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 4
Model Migrations and Admin Panel Setup
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 5
Customizing the Admin Panel with Jazzmen Template
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 6
Admin Panel Pagination and Editable List Features
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 7
Pushing Data to Templates from Models
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 8
User Management and Permissions in Django
   • WEB DESIGN USING PYTHON AND DJANGO WITH MY...  

Episode 9
Mastering Django Forms and JET Theme Admin Library
   • WEB DESIGN  USING PYTHON  AND DJANGO FRAME...  

Episode 10
Django Crispy Forms with Backend Validation
   • WEB DESIGN USING PYTHON AND DJANGO (Django...  

Episode 11
Django Clean-Up: Managing User Data and Files
   • WEB DESIGN USING PYTHON AND DJANGO (Django...  

Episode 12
Making Form Fields Read-Only and Disabling Input in Django
   • WEB DESIGN USING PYTHON AND DJANGO (disabl...  

Episode 13
Introduction to Machine Learning with Django Websites (Theory)
   • WEB DESIGN USING PYTHON AND DJANGO (introd...  

Episode 14
Creating Data Tables for User Application Status
   • Django data table web design user applicat...  

Episode 15
Building HTML Data Tables to Fetch Applicants from MySQL Database
   • WEB DESIGN PYTHON AND DJANGO how to create...  

Episode 16
Creating Navigation Links to Open HTML Pages
   • WEB DESIGN  PYTHON AND DJANGO how to creat...  

Episode 17
Adding Icons to Admin Panel for Approve, Reject, Pending, and Navigation
   • WEB DESIGN PYTHON AND DJANGO enable icons ...  

Source Code
https://drive.google.com/file/d/1Ibj3...

Contact:

WhatsApp: +255675839840
Email: [email protected]
Play Store: https://play.google.com/store/apps/de...
Telegram: +255656848274