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Backend API Development with Python: Level 2

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 essent...

Duration: 4 Months Class Type: Live (Online) Batch: 1
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āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2025-09-20

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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

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Milestone 1 (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
Milestone 2 (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 3 (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 4 (AI Integration)
  • How to Integrate 3rd Party AI Based API
Milestone 5 (Projects)
  • Customer Relationship Management Project
  • Exam Management System
Milestone 6 (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

  • 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]

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  • ⏱ Duration4 Months
  • đŸĒ‘ Available Seats45
  • 📡 Class Type āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ)
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Priceā§ŗ 6500

Discount Priceā§ŗ 4030

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Jannatul Ferdous Maisha

UX/UI designer

Jannatul Ferdous Maisha

Nur Hossain Nayeem

MERN Stack Developer

Nur Hossain Nayeem

Md.Mashrif Shaharyar Mahim

Automation Specialist

Md.Mashrif Shaharyar Mahim

Maniruzzaman Manir

Software Quality Assurance Engineer

Maniruzzaman Manir

Md. Manuar Zaman

AI Engineer

Md. Manuar Zaman

MD Tawshok Emon Pranto

ML Engineer & Researcher

MD Tawshok Emon Pranto

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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.

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...

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 helpf...

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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Backend API Development with Python: Level 2 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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Backend API Development with Python: Level 2

⭐ 4.8 â€ĸ 4 Months â€ĸ Live

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