Welcome to the Python Programming Course! This comprehensive course is designed to guide learners from the basics of Python to more advanced topics, preparing them to build and analyze real-world projects.
This comprehensive course offers a solid foundation in computer programming using the versatile Python language. You'll learn fundamental programming concepts, algorithms, and best practices, leveraging Python's extensive standard library to create efficient and robust solutions. Through hands-on exercises and real-world projects, you'll develop the skills to design, implement, debug, and troubleshoot Python programs.
By the end of the course, you'll be equipped to write clear, concise, and efficient code and apply problem-solving techniques to real-world scenarios. Whether you're a beginner or looking to expand your programming skills, this course will empower you to become a proficient Python programmer.
Below is an overview of the weekly topics.
- Overview of Python
- Setting up Python environment
- Writing your first Python program
- Lists, Tuples, and Dictionaries
- Sets and Strings
- Operations and Manipulation
- Conditional Statements (if, else, elif)
- Loops (for, while)
- Defining and using functions
- Reading and writing files
- Handling exceptions with
try,except,finally - Working with different file types (text, CSV)
- Classes and Objects
- Inheritance and Polymorphism
- Encapsulation and Abstraction
- Introduction to popular Python libraries (e.g., NumPy, Pandas, Matplotlib)
- How to install and use libraries
- Creating simple scripts with libraries
- Loading data with Pandas
- Data cleaning and manipulation
- Data visualization with Matplotlib and Seaborn
- Integrating all the concepts learned
- Building a project of your choice
- Presenting and discussing your project
- A final review of the course
- Tips and best practices for Python programming
- Next steps and further learning opportunities
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Clone this repository using:
git clone <repository-url>
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Navigate to the project directory:
cd <project-directory>
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Install the necessary dependencies:
pip install -r requirements.txt
- Basic understanding of programming concepts (optional but helpful)
- Python 3.x installed on your system
For any questions, feedback, or suggestions, please reach out.