লাইভ (অনলাইন) কোর্স

AI Based Software Development With Python

Learn AI-based Web Development with Django at Innovative Skills BD. Master Python basics, SDLC, SQL, Django, DRF, and FastAPI while building real-world web applications. Gain hands-on experience integrating AI modules into projects, perfect for beginners seeking practical skills.

ব্যাচে ভর্তি হোন

৳5100 ~~৳7500~~

32% discount

Duration: 48 Classes Class Type: Live (Online) Batch: 12

জব প্লেসমেন্ট সাপোর্ট

ক্লাস রেকর্ডিং ও লাইফটাইম এক্সেস

ব্যাচ শুরু

2026-03-25

লাইভ ক্লাস

শীঘ্রই আসছে

সাপোর্ট ক্লাস

শীঘ্রই আসছে

আসন খালি

ভর্তি চলছে

১২তম ব্যাচ

ওয়েবিনার ও ডেমো ক্লাস

কোর্স ইন্সট্রাক্টর ডিটেইলস

Abdulla Al Mahmud

Software Engineer (Python)

Innovative Skills Ltd.

Salman Md Sultan

Chief Executive Officer (CEO)!ERobi AxiataResearcher!Team Leader (R&D)!Python Developer!AI Research Programmer!Report Analyst

Innovative Skills Ltd.! Gachon University! European IT! TISCON!Chosun University! Robi Axiata Limited

Hasan Mahmud Rhidoy

Sr. Software Engineer! Sr. Software Developer! Software Engineer ! Software Engineer

MoneyLion Inc. (NYSE: ML), Kuala Lumpur, Malaysia! Touch ’n Go [ePayment Products], Kuala Lumpur, Malaysia! BRAC IT Services [Fintech Products], Dhaka, Bangladesh! Business Accelerate BD Ltd. Dhaka, Bangladesh

Kazi Md Tanzil Islam

Support Instructor

Innovative Skills

কারিকুলাম

Milestone 1 (Python Fundamentals)

Environment Setup
Data Type
Variable & Constants
Data Types
Type Conversion
Input/Output Operations
Operators
Conditional Statements (if-else)
Loops (for. while)
Functions
Lambda Functions
List Comprehension
String Manipulation
List
Tuple
Dictionary
Set
Exception Handling
File Handling
Module & Package
Virtual Environment
pip & Dependency Management

নেবেন: Abdullah Al Noman

Milestone 2 (Python Object Oriented Programming)

Class & Object
Constructor (init)
Instance & Class Variables
Methods (Instance. Class. Static)
Encapsulation
Inheritance
Polymorphism
Abstraction
Magic Methods (__str__.__repr__)
Object-Oriented Design Practice

নেবেন: Abdullah Al Noman

Milestone 3 (Database Management System & SQL)

Introduction to DBMS
Relational Database Concepts
Primary Key & Foreign Key
Normalization
ER Diagram
SQL Basics
CREATE TABLE(INSERT. SELECT. UPDATE. DELETE. WHERE Clause. ORDER BY. GROUP BY. HAVING.JOINS (INNER. LEFT. RIGHT. FULL))
Subqueries
Indexes
Views
Transactions
ACID Properties
Constraints
PostgreSQL Setup
Connecting Database with Python

নেবেন: Hasan Mahmud Rhidoy

Milestone 4 (Django with REST API)

Introduction to Django
Project & App Structure
URL Routing
Views
Templates
Models
Migrations
Admin Panel
Static & Media Files
Form Handling
User Authentication
Class-Based Views
Custom User Model
Django Signals
Introduction to DRF
Serializer
ModelSerializer
APIView
GenericAPIView
ViewSet
Router
Request & Response
CRUD Operations
Authentication & Permissions
JWT Authentication
Pagination
Filtering & Searching
Throttling
Versioning
Caching
File Upload API
Nested Serializer
DRF with PostgreSQL
API Testing with Postman & Swagger

Milestone 5 (FAST API)

Introduction to FastAPI
Installation & Project Structure
Path Parameters & Query Parameters
Request Body & Pydantic Models
Data Validation
CRUD Operations
Dependency Injection
Response Models
Handling Errors & Exceptions
Authentication & Authorization
JWT Token Implementation
FastAPI with PostgreSQL
Async & Await Basics
Using SQLAlchemy with FastAPI
File Upload & Download
Background Tasks
Middleware
FastAPI with Frontend (CORS)
Testing with Pytest
Automatic Docs (Swagger & ReDoc)

Milestone 6 (AI Integration)

How to Integrate 3rd Party AI Based API

Miltestone 7 (Projects)

Customer Relationship Management Project
Exam Management System

Milestone 8 (AI + Backend + Deployment)

Exam – WritteIntroduction to Model Deployment
Saving & Loading Models (Pickle/Joblib)
Model Inference Script
Creating REST API with FastAPI/DRF
Docker Basics for AI Projects
Dockerizing ML/DL Applications
Creating Dockerfile & .dockerignore
Testing Locally with Docker
Introduction to Cloud Deployment
Environment Setup on EC2
Serving Models with Gunicorn & Nginx
Setting up HTTPS with SSL
Postman & Swagger for API Testing
Model Versioning
Monitoring & Logging
CI/CD Basics for AI Projectsn
Exam – Viva