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.

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৳5100 ৳7500
32% discount
Duration: 48 Classes Class Type: Live (Online) Batch: 12
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ক্লাস রেকর্ডিং ও লাইফটাইম এক্সেস

ব্যাচ শুরু

2026-03-25

লাইভ ক্লাস

শীঘ্রই আসছে

সাপোর্ট ক্লাস

শীঘ্রই আসছে

আসন খালি

48

ভর্তি চলছে

১২তম ব্যাচ

ওয়েবিনার ও ডেমো ক্লাস

কোর্স ইন্সট্রাক্টর ডিটেইলস

Abdulla Al Mahmud

Abdulla Al Mahmud

Software Engineer (Python)

Innovative Skills Ltd.

Salman Md Sultan

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

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

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

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/

Salman Md Sultan

Education

  • M.Sc. in Information and Communication Engineering, Chosun University, Gwangju, South Korea. CGPA: 4.25 out of 4.50, passing year: 2021., CGPA: 4.25 out of 4.50,
  • B.Sc. in Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh. CGPA: 3.75 out of 4.00, passing year: 2017., CGPA: 3.75 out of 4.00,
  • Higher Secondary Certificate (HSC): Science, Government Laboratory High School, Dhaka. GPA: 4.40 out of 5, passing year: 2013., GPA: 4.40 out of 5,
  • Secondary School Certificate (SSC): Science, Government Laboratory High School, Dhaka. GPA: 4.69 out of 5, passing year: 2011., GPA: 4.69 out of 5,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 Innovative Skills Ltd. Chief Executive Officer (CEO) 2023-Continue
2 Gachon University ERobi AxiataResearcher 01/05/2023-Continue
3 European IT Team Leader (R&D) 01/02/22-30/04/2023
4 TISCON Python Developer 01/10/21-31/01/22
5 Chosun University AI Research Programmer 03/09/19-31/08/21
6 Robi Axiata Limited Report Analyst 10/04/18-30/09/18

Project/Research

  • 2022-2023: Development of Collective Collaboration Intelligence Framework for Internet of Autonomous Things, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2023 [Running]: Geobag Counting using Deep Learning. [Yolov3, Django, MySQL, Bootstrap], jQuery]
  • 2022-2023: Employee Attendance System using Computer Vision [OpenCV, Yolov3, Django, Firebase]
  • 2021-2022: Intelligent platform for Indoor Spatial Data Infrastructure Based on Crowd-sourcing Behavior, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2020-2022: Smart city urban infrastructure air quality real-time monitoring and prediction platform technology development, South Korea. [Tensorflow, Deep Reinforcement Learning, LSTM, Drone Navigation, AQI Data Analysis]
  • 2021: Employee Attendance System using Computer Vision [Dlib, Face_recognition API]
  • 2021: Exam Proctoring System using Computer Vision [Dlib, Face_recognition, Yolov3]
  • 2019-2021: Development of Autonomous Collaborative Swarm Intelligence Technologies, South Korea. [Tensorflow, Google Dev. Board, Deep Reinforcement Learning, LSTM, Dense, IoT]

Hasan Mahmud Rhidoy

Education

  • Master of Science in Computer Science and Technology, Xiamen University, Feb. 2025 – till
  • Bachelor of Science in Computer Science, University of Asia Pacific, April. 2015 – April. 2019

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 MoneyLion Inc. (NYSE: ML), Kuala Lumpur, Malaysia Sr. Software Engineer May 2024 - Now
2 Touch ’n Go [ePayment Products], Kuala Lumpur, Malaysia Sr. Software Developer Jan 2023 - May 2024
3 BRAC IT Services [Fintech Products], Dhaka, Bangladesh Software Engineer Feb 2021 - Dec 2022
4 Business Accelerate BD Ltd. Dhaka, Bangladesh Software Engineer June 2019 - Feb 2021

Project/Research

  • #

Kazi Md Tanzil Islam

Education

  • Bachelor's in Computer Science and Engineering from Daffodil International University, January 2022-December 2025

IT Industrial Experience (1 Years)

No. Institution Designation Duration
1 Innovative Skills Support Instructor January 2026 - Now

Project/Research

  • Bengali Sentiment Analysis
  • Bengali Text Summarizer
  • Dragon Fruit Leafe Disease Detection

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Shaiful Islam

MD Asadullah Shibli

Obaydullah Hasib

Nirban Mitra Joy

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Mehedi Azad

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লাইভ ব্যাচ • সীমিত সিট

  • ⏱ Duration48 Classes
  • 🪑 Available Seats48
  • 📡 Class Type লাইভ (অনলাইন)
  • 🔓 AccessLifetime

Price৳ 7500

Discount Price৳ 5100

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যেসব টুলস ও টেকনোলজি শিখবেন

Django logo

Django

Python logo

Python

SQL logo

SQL

FastAPI logo

FastAPI

Docker logo

Docker

NGINX logo

NGINX

Gunicorn logo

Gunicorn

HTML logo

HTML

CSS logo

CSS

আমাদের শিক্ষার্থীদের সাফল্যের গল্প

Mahibullah Siddique

Software Developer

Mahibullah Siddique

Md. Nobir Hasan

Software Developer

Md. Nobir Hasan

MD Shaiful Islam

Data Analytics

MD Shaiful Islam

Md. Kamruzzman Chowdhury

Sales Analyst

Md. Kamruzzman Chowdhury

MD Tusher Imran

Junior Software Developer

MD Tusher Imran

Nur Hossain Nayeem

MERN Stack Developer

Nur Hossain Nayeem

রিভিউ

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, h...

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.

Shaiful Islam
Shaiful Islam
(5.0) 1 year ago

Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert...

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...

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AI Based Software Development With Python

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