Python
Learn Python programming from basics to advanced concepts, covering web development, data analysis, automation, and more.
- Duration: 2 Months
- Level: Intermediate
- Instructor: Aarav Patel
- Price:
8798.9 10% OFF
7999.00
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What You'll Learn
- Master Python basics: variables, data types, loops, and functions
- Work with libraries like Pandas, NumPy, and Matplotlib for data analysis
- Build web applications using frameworks like Flask or Django
- Automate tasks and process data with Python scripts
- Understand object-oriented programming (OOP) concepts in Python
Detailed Curriculum
- Module 1: Introduction to Python
- Understanding Python syntax and setup
- Variables, data types, and basic operators
- Control structures: if-else, loops (for, while)
- Functions, modules, and packages
- Module 2: Data Structures and Algorithms
- Lists, tuples, dictionaries, and sets
- Understanding and working with strings
- Searching and sorting algorithms in Python
- Introduction to time and space complexity
- Module 3: Object-Oriented Programming (OOP)
- Understanding classes and objects
- Inheritance, polymorphism, and encapsulation
- Creating and using methods and constructors
- Working with class-level attributes
- Module 4: Working with Libraries
- Introduction to Pandas for data manipulation
- NumPy for numerical operations
- Matplotlib for data visualization
- Using regular expressions with the re library
- Module 5: Web Development with Python
- Introduction to Flask framework
- Building simple web applications with Flask
- Routing, templates, and forms in Flask
- Introduction to Django for more complex projects
- Module 6: File Handling and Data Processing
- Reading from and writing to files (text, CSV, JSON)
- Working with data formats like XML and JSON
- Handling file exceptions and errors
- Data processing with Pandas and NumPy
- Module 7: Automation with Python
- Automating repetitive tasks with Python scripts
- Web scraping with BeautifulSoup and Selenium
- Interacting with APIs using Python
- Sending emails and managing system tasks
- Module 8: Testing, Debugging, and Best Practices
- Introduction to unit testing with unittest
- Debugging techniques and tools in Python
- Code optimization and best practices
- Understanding PEP 8 and writing clean Python code
- Module 9: Final Project and Capstone
- Building a final project integrating course concepts
- Working with a web application, data processing, or automation project
- Presenting the project to mentors for feedback
- Preparing for Python certifications and career opportunities
