āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ) āϕ⧋āĻ°ā§āϏ

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.

Duration: 48 Classes Class Type: Live (Online) Batch: 12
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āĻ•ā§āϞāĻžāϏ āϰ⧇āĻ•āĻ°ā§āĻĄāĻŋāĻ‚ āĻ“ āϞāĻžāχāĻĢāϟāĻžāχāĻŽ āĻāĻ•ā§āϏ⧇āϏ

āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2026-04-15

āϞāĻžāχāĻ­ āĻ•ā§āϞāĻžāϏ

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āφāϏāύ āĻ–āĻžāϞāĻŋ

45

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āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ

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

āύ⧇āĻŦ⧇āύ: 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

āύ⧇āĻŦ⧇āύ: 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

āύ⧇āĻŦ⧇āύ: 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

Salman Md Sultan

Education

  • ,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

Project/Research

Hasan Mahmud Rhidoy

Education

  • ,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 Sr. 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

Project/Research

  • #

Abdullah Al Noman

Education

  • B.Tech in Computer Science & Engineering (CSE) at National Institute of Technology Rourkela (NITRKL), India ., 2022

IT Industrial Experience (2 Years)

No. Institution Designation Duration
1 Software Engineer, Innovative Skills Ltd | Software Developer, European IT Solutions

Project/Research

Md Manuaruzzaman

Education

  • ,

IT Industrial Experience ( Years)

No. Institution Designation Duration
1 Software Engineer (AI + Backend), Innovative Skills Ltd | Ai Engineer, Techknowgram LTd

Project/Research

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Tasfiq Kamran

Aminul Mahi

Shaiful Islam

MD Asadullah Shibli

Obaydullah Hasib

Nirban Mitra Joy

Md Maniruzzaman Manir

Md Anower Hossain

Mehedi Azad

Alomghir Hossain

Video Feedback

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āϕ⧋āĻ°ā§āϏ āĻ“āĻ­āĻžāϰāĻ­āĻŋāω

āϞāĻžāχāĻ­ āĻŦā§āϝāĻžāϚ â€ĸ āϏ⧀āĻŽāĻŋāϤ āϏāĻŋāϟ

  • ⏱ Duration48 Classes
  • đŸĒ‘ Available Seats45
  • 📡 Class Type āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ)
  • 🔓 AccessLifetime

Priceā§ŗ 7500

Discount Priceā§ŗ 5100

āĻŦā§āϝāĻžāĻšā§‡ āĻ­āĻ°ā§āϤāĻŋ āĻšā§‹āύ

āϕ⧋āĻ°ā§āϏ āχāĻ¨ā§āϏāĻŸā§āϰāĻžāĻ•ā§āϟāϰ āĻĄāĻŋāĻŸā§‡āχāϞāϏ

Course Instructor

Salman Md Sultan

Salman Md Sultan

CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

Course Instructor

Hasan Mahmud Rhidoy

Hasan Mahmud Rhidoy

Sr. 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

Course Instructor

Abdullah Al Noman

Abdullah Al Noman

Software Engineer, Innovative Skills Ltd | Software Developer, European IT Solutions

Course Instructor

Md Manuaruzzaman

Md Manuaruzzaman

Software Engineer (AI + Backend), Innovative Skills Ltd | Ai Engineer, Techknowgram LTd

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AI Based Software Development With Python āύāĻŋā§Ÿā§‡ āφāĻĒāύāĻžāϰ āϜāĻ¨ā§āϝ āϕ⧋āύ learning path best āĻšāĻŦ⧇, āϏ⧇āϟāĻž āĻŦ⧁āĻāϤ⧇ āφāĻŽāĻžāĻĻ⧇āϰ team āφāĻĒāύāĻžāϕ⧇ call back āĻ•āϰāĻŦ⧇āĨ¤

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Django logo

Django

Python logo

Python

SQL logo

SQL

FastAPI logo

FastAPI

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Docker

NGINX logo

NGINX

Gunicorn logo

Gunicorn

HTML logo

HTML

CSS logo

CSS

āφāĻŽāĻžāĻĻ⧇āϰ āĻļāĻŋāĻ•ā§āώāĻžāĻ°ā§āĻĨā§€āĻĻ⧇āϰ āϏāĻžāĻĢāĻ˛ā§āϝ⧇āϰ āĻ—āĻ˛ā§āĻĒ

Md. Nobir Hasan

Software Developer

Md. Nobir Hasan

Md.Mashrif Shaharyar Mahim

Automation Specialist

Md.Mashrif Shaharyar Mahim

Hanzala

MERN Stack Developer

Hanzala

Nur Hossain Nayeem

MERN Stack Developer

Nur Hossain Nayeem

MD Tawshok Emon Pranto

ML Engineer & Researcher

MD Tawshok Emon Pranto

Abdul Majid

Software Developer

Abdul Majid

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āĻ“ā§Ÿā§‡āĻŦāĻŋāύāĻžāϰ āĻ“ āĻĄā§‡āĻŽā§‹ āĻ•ā§āϞāĻžāϏ

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Obaydullah Hasib
Obaydullah Hasib
(5.0) 1 year ago

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.

Rahmatullah Masum
Rahmatullah Masum
(5.0) 1 year ago

Assalamu Alaikum. 'Machine Learning for NLP' and other courses offered by Innovative Skills BD are well organized and the instructors are very helpful. So I recommend the courses of Innovative Skills BD.

Siraj Us Salekin
Siraj Us Salekin
(5.0) 1 year ago

Innovative Skills BD provided an excellent foundation for my journey into Machine Learning and Deep Learning. The NLP course, led by the phenomenal instructor Salman Bhai, was instrumental in teaching practical NLP model building and fostering a clear understanding of NLP classification, chatbots, and recommendation systems. However, it's important to note that this course is best suited for those with some programming experience. While highly valuable, it may be challenging for complete beginners. Ideal participants include recent university graduates or programmers seeking practical NLP knowledge. Salman Bhai's skillful guidance sets you on the right path. Those with strong self-study skills or a genuine desire to expand their NLP knowledge will find this course to be an excellent fit. Salman Bhai and his team were incredibly supportive throughout the program. Their dedication to continuous workshops and industry knowledge sharing significantly enhanced the learning experience. Overall Rating: 4.5 out of 5 stars A minor suggestion for improvement: While the course is fantastic, full beginner-friendliness with comprehensive code explanations for those entirely new to implementation would elevate it to a perfect score. However, for the hard-working student, this knowledge gap can be readily addressed through additional self-study using documentation or online resources. Ultimately, even the challenges encountered are part of the rewarding learning process. Thank you once again to Salman Bhai and his team!

Tasfiq Kamran
Tasfiq Kamran
(5.0) 1 year ago

A very friendly teaching platform with up to date topics and industry experts. Learning here is a great experience.

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