Innovative Skills - ai-based-web-development-with-django

Course Description

Innovative Skills BD offers a comprehensive course AI based web development with Django covering Python basics, Software Development Life Cycle (SDLC), SQL, Django, Django Rest Framework (DRF), and FastAPI, along with practical projects. Additionally, Innovative Skills BD provides instruction on integrating an Artificial Intelligence (AI) module into a web application. The course, titled 'AI Based Web Development with Python,' equips participants with essential skills in Python programming, software development processes, SQL-based database management, building web applications with Django and FastAPI, and incorporating AI capabilities into projects.

KEY MODULES

Python Fundamentals
Fundamental of Web Design
Fundamental of JavaScript
Core Concept and Implementation of Ajax
Requirement Analysis
Database Design & SQL
Introduction to Framework
Django Installation and Create a Deault Project
MVT Design Pattern in Django
Template in Django
Class & Function Based View in Django
Model in Django
Django ORM
CRUD Operation in Django
Search by input, checkbox and select box in Django
Joining Model in Django
Email Verification System in Django
Authentication in Django
Role Management in DJango
Role Permission in DJango
Integrate Ajax operation with Django
File and Image Handling in Django
Memory management Pipeline
Django Rest Framework
Types of API with their Request
Serialization in DRF
ViewSets and Routers
Authentication and Permission
Decorators
Validators
Caching
Throtling
Exceptions
Versioning
Status Code
FAST API INTROUDCTION
Automatic Validation
Automatic Serialization
Dependency Injection
Asynchronous Support
WebSocket
Authentication and Authorization
Integration of AI Module with Development
3 well-organized project

Class - 1

Course Introduction and Objectives

Please Watch Full Video
Environment Setup
Run a python code
Assignment
Data Type
Different Types of Operator
Let’s Solve math problem using arithmetic operator

Class - 2

Conditional Statement

Please Watch Full Video
Assignment
Logical
Ternary Operator
Nested Conditional Statement
Implement a Grade System using Conditional Statement

Class - 3

Loop

Please Watch Full Video
Nested Loop

Class -4

List
List Methods
List + Loop
2D List + Loop
List Comprehension

Class - 5

Dictionary
Dictionary Methods
Tuple
Difference between dictionary
tuple and list
String Methods
Function
Lambda function

Class - 6

Python oop - class
Python oop – object
Python oop – constructor

Class - 7

Python oop – inheritance
Python oop – usage of super
Python oop – polymorphism
Python oop – Decorator

Class - 8

Exam – Written
Exam – Viva

Class - 9

Software Development Life Cycle
Requirement Analysis of Project 1

Class - 10

Database Design of project 1

Class - 11

Database Design of project 1

Class - 12

Raw SQL – 1

Class - 13

Raw SQL – 2

Class - 14

RAW SQL – 3

Class - 15

RAW SQL – 4

Class - 16

EXAM – Written

Class - 17

EXAM – VIVA

Class - 18

Django Installation
Life Cycle of Django
Implementation of Project (Django URL)
Implementation of Project (Django VIEW)
Implementation of Project (Django Template)
Implementation of Project (Context Processor)

Class - 19

Implementation of Project (Form Handling with Validation)

Class - 20

Implementation of Project (Django ORM 1)

Class - 21

Implementation of Project (Django ORM 2)

Class - 22

Implementation of Project (Django ORM 3)

Class - 23

Implementation of Project (Django ORM 4)
Implementation of Project (Notification)

Class - 24

Implementation of Project (Email Verification 1)

Class - 25

Implementation of Project (Email Verification 2)

Class - 26

Implementation of Project (Middleware/Authentication)

Class - 27

Implementation of Project (Authorization)

Class - 28

Exam (Written)

Class - 29

Exam (VIVA)

Class - 30

Requirement Analysis of Project 2

Class - 31

Database Design of Project 2

Class - 32

REST API Introduction
POSTMAN Setup
DRF Introduction

Class - 33

Implementation of Project 2 using DRF

Class - 34

Implementation of Project 2 using DRF

Class - 35

Implementation of Project 2 using DRF

Class - 36

Implementation of Project 2 using DRF

Class - 37

Implementation of Project 2 using DRF

Class - 38

Implementation of Project 2 using DRF

Class - 39

Exam

Class - 40

Viva

Class - 41

Requirement Analysis of Project 3

Class - 42

Database Design of Project 3

Class - 43

Build a ML Based Face Recognition Algorithm

Class- 44

Build a ML Based Face Recognition Algorithm

Class - 45

Implementation of Project 3 using FAST API

Class - 46

Implementation of Project 3 using FAST API

Class - 47

Implementation of Project 3 using FAST API

Class - 48

Implementation of Project 3 using FAST API

Abdulla Al Mahmud

Education

B.Sc. in Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh. CGPA: 3.9 out of 4.00, passing year: 2021, CGPA: 3.9 out of 4.00

IT Industrial Experience (3 Years)

No.	Institution	Designation	Duration
1	Innovative Skills Ltd.	Software Engineer (Python)	2021-Continue

Project/Research

2023-2024: Nursing Appointment System.
2023-2024: Doctor Appointment System
2023-2024: Automated Face Recognition System
2023-2024: Automated Health Assistance System
2023: AI Chat Bot for Learning Management System
2023: Relocation Management System
2023: Electronics Based E-Commerce Web Application
2023: Asset Management System.
2023: Geobag Counting using Deep Learning.
2022-2023: Employee Attendance System using Computer Vision.
2022-2023: Ecommerce Application - http://global.gmarket.co.kr/

Evaluation

Will You Get a Certificate After the Course:
Yes, after completing the course you will achieve the certificate. There are 3 Types of Certification available based on assessment in our each course. These types are mentioned below:

General Certificate (If the total marks are between 60% and 70%)
White Belt Certificate (If the total marks are between 70% and 90%)
Black Belt Certificate (If the total marks are between 90% and 100%)

How do we evaluate a Student for certificate:
Our Evaluation Process is extremely simple. Our Evaluation process is maintained by following steps:

Class Attendance (between 60 - 100%)
Assignment Submission (Bonus Point for Quick Submission, As Usual Points For On-Time Submission, Minus point for late submission)
Mock Test (Written + Viva)
Project Submission (Bonus Point for Quick Submission, As Usual Points For On-Time Submission, Minus point for late submission)
Soft Skills

Please note that the evaluation always be done by the internal and external judges via a blind review process

How do we recommend a Student for the job:
After completing the course, the white and black belt certificated students will be allowed to join our stem-learning-based Bootcamp. The students will need to complete the boot camp with proper instruction and discipline. After completing the Bootcamp, we will recommend the desired candidate to any company in sha Allah.

Reviews through our website

Obaydullah Hasib

AI Based Web Development with Django

Enrolling in the "Python Development with Django" course at ISBD has been a transformative experience. Salman Vai, our instructor, is so supportive, he treats me like a brother. His teaching style is exceptional, breaking down complex concepts with clarity and enthusiasm. The detailed course structure ensures a comprehensive understanding. If you're seeking a top-notch educational destination, ISBD is the place to be. I recommend it for anyone looking to upskill and looking for a very good learning environment.