Software Development (Python)

Understanding the fundamentals of the Python language, including variables, data types, operators, control flow, and functions.

Learning about Python’s syntax and conventions for writing clean and readable code.

Working with Python’s built-in data structures, such as lists, dictionaries, tuples, and sets.

Understanding the principles of object-oriented programming, including classes, objects, inheritance, and polymorphism.

Using OOP concepts to organize code and create modular and reusable software components.

Implementing encapsulation, abstraction, and other OOP principles in Python.

Exploring popular Python libraries and frameworks, such as NumPy, Pandas, Matplotlib, and TensorFlow.

Leveraging these libraries to perform tasks such as data manipulation, scientific computing, data visualization, and machine learning.

Understanding how to install and manage Python packages using tools like pip and virtual environments.

Learning web development concepts, including client-server architecture, HTTP protocols, and RESTful APIs.

Building web applications using Python frameworks like Django or Flask.

Developing server-side logic, handling requests and responses, and interacting with databases.

Writing unit tests and using testing frameworks like Pytest to ensure code quality and reliability.

Debugging Python code to identify and fix errors using tools like pdb or IDE debuggers.

Understanding deployment options for Python applications, including local environments, virtual machines, and cloud platforms.

Optimizing code and considering scalability and performance factors.

Utilizing tools like Docker and Kubernetes for containerization and orchestration of Python applications.

Following coding standards and best practices, such as PEP 8, for writing clean, maintainable, and efficient Python code.

Using version control systems like Git to manage code repositories and collaborate with other developers.

Implementing code documentation and using code linters to ensure code quality.