Python Development Course
This structured outline covers the Python development process, whether you’re building a web application, data science project, automation script, or any other Python-based solution.
Planning & Requirements Analysis
- Define project objectives and scope
- Identify target audience and use cases
- Conduct market research & competitor analysis (if applicable)
- Select project type:
- Web application
- Data science & AI/ML
- Automation & scripting
- Game development
- API development
- Desktop application
Setting Up Development Environment
- Install Python & Package Manager (pip/conda)
- Set Up Virtual Environment (venv/conda)
- Choose an IDE/Text Editor (PyCharm, VS Code, Jupyter Notebook, etc.)
- Version Control (Git, GitHub, GitLab, Bitbucket)
- Install Necessary Libraries & Frameworks
Application Design & Architecture
- Choose Development Paradigm (Procedural, OOP, Functional)
- Define System Architecture (Monolithic, Microservices, Modular)
- Database Design (SQL/NoSQL)
- API Design (if applicable) (REST, GraphQL, WebSockets)
- Security & Best Practices Consideration
Core Development Process
- Data Structures & Algorithms Implementation
- Database Integration (SQLAlchemy, Django ORM, PyMongo, etc.)
- Authentication & Authorization (OAuth, JWT, Firebase)
- API Development (FastAPI, Flask, Django REST Framework)
Testing & Debugging
- Unit Testing (unittest, pytest, doctest)
- Integration Testing
- Code Debugging (pdb, logging, breakpoints)
- Performance Optimization & Profiling (cProfile, line_profiler)
Deployment & Scaling
- Containerization (Docker, Kubernetes)
- Cloud Deployment (AWS, GCP, Azure, Heroku, DigitalOcean)
- CI/CD Integration (GitHub Actions, Jenkins, Travis CI)
- Monitoring & Logging (Prometheus, ELK Stack, Sentry)
- Security Enhancements (SSL/TLS, Secure APIs, Data Encryption)
Documentation & Maintenance
- Code Documentation (docstrings, Sphinx, MkDocs)
- API Documentation (Swagger, Postman, OpenAPI)
- Bug Fixes & Continuous Improvements
- Refactoring & Code Optimization
- Community Support & Open-Source Contribution
| Free Seminar Online & Onsite |
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Free Seminar on Feb 3 To 16, 2025
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| Course Start |
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Feb 17, 2025
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