Course Details

Build Robust Software: Python for Software Engineering Training Course

INTRODUCTION

Python has become a cornerstone of modern software engineering, renowned for its readability, versatility, and extensive ecosystem of libraries. This Python for Software Engineering Training Course provides a comprehensive, hands-on experience in using Python to build robust, scalable, and maintainable software applications. Participants will learn to apply software engineering principles, utilize advanced Python features, and leverage industry-standard tools to develop high-quality software. This program is designed to equip you with the skills to excel as a professional software engineer using Python.

DURATION

5 days

TARGET AUDIENCE

This course is designed for:

• Aspiring software engineers and developers.
• Programmers looking to transition to Python.
• IT professionals seeking to enhance their software development skills.
• Anyone interested in building complex software applications with Python.

COURSE OBJECTIVES

Upon completion of this course, participants will be able to:

• Understand and apply software engineering principles in Python.
• Utilize advanced Python features for building complex applications.
• Implement object-oriented programming (OOP) and design patterns.
• Develop and test Python applications using industry-standard tools.
• Utilize Python libraries for various software engineering tasks.
• Design and implement APIs and web services with Python.
• Understand version control and collaborative development with Git.
• Deploy and maintain Python applications in production environments.

COURSE MODULES

• Introduction to Python for Software Engineering:
• Understanding the role of Python in software development.
• Exploring Python's ecosystem and standard libraries.
• Setting up the development environment and tools.
• Understanding the principles of clean code and code style.
• Advanced Python Features:
• Utilizing decorators and generators for efficient code.
• Implementing context managers and exception handling.
• Understanding metaclasses and advanced data structures.
• Understanding asynchronous programming with asyncio.
• Object-Oriented Programming (OOP) and Design Patterns:
• Understanding OOP principles (encapsulation, inheritance, polymorphism).
• Implementing design patterns (e.g., Singleton, Factory, Observer).
• Designing and implementing class hierarchies.
• Understanding how to implement SOLID principles.
• Testing and Debugging:
• Implementing unit testing with pytest or unittest.
• Utilizing debugging tools and techniques.
• Implementing test-driven development (TDD).
• Understanding how to implement code coverage.
• Python Libraries for Software Engineering:
• Utilizing libraries for data processing (Pandas, NumPy).
• Implementing web scraping and data extraction (Beautiful Soup, Scrapy).
• Utilizing libraries for network programming and API development (Requests, Flask, FastAPI).
• Understanding how to use libraries for concurrent programming.
• API Development and Web Services:
• Designing and implementing RESTful APIs with Flask or FastAPI.
• Utilizing databases with SQLAlchemy or Django ORM.
• Implementing authentication and authorization.
• Understanding how to document APIs.
• Version Control and Collaborative Development:
• Utilizing Git for version control.
• Collaborating with others using GitHub or GitLab.
• Implementing branching and merging strategies.
• Understanding how to implement code reviews.
• Deployment and Maintenance:
• Deploying Python applications to cloud platforms (AWS, Azure, Google Cloud).
• Utilizing containerization with Docker.
• Implementing continuous integration and continuous deployment (CI/CD).
• Understanding how to implement monitoring and logging in production.

CERTIFICATION

• Upon successful completion of this training, participants will be issued with Macskills Training and Development Institute Certificate

TRAINING VENUE

• Training will be held at Macskills Training Centre. We also tailor make the training upon request at different locations across the world.

AIRPORT PICK UP AND ACCOMMODATION

• Airport pick up and accommodation is arranged upon request

TERMS OF PAYMENT

• Payment should be made to Macskills Development Institute bank account before the start of the training and receipts sent to info@macskillsdevelopment.com