Python
Programming
Course Overview
This course aims to provide learners with comprehensive knowledge of Python, covering basic syntax, data structures, and core programming concepts. By the end, learners will be equipped to handle practical coding tasks, develop applications, and perform data analysis using Python libraries.
Course lessons
- Understanding what Python is and why it’s popular
- Setting up Python and IDEs
- Writing and executing your first Python script
- Variables and data types
- Operators and expressions
- Input and output
- Conditional statements (
if,else,elif) - Loops (
for,while) - Using
breakandcontinuefor control flow
- Defining functions and using parameters
- Scope of variables and return values
- Working with modules and the standard library
- Lists, Tuples, Sets, and Dictionaries
- List comprehension and dictionary comprehension
- Storing and managing data effectively
- Basic string manipulation
- String formatting techniques
- Using regular expressions for pattern matching
- Reading and writing files (text, CSV, JSON)
- File manipulation and error handling
- Using context managers
- Understanding and handling exceptions
- Debugging strategies and tools
- Writing clean, error-free code
- Classes and objects
- Inheritance, polymorphism, and encapsulation
- Using OOP principles to structure applications
- Using essential libraries (NumPy, Pandas, Matplotlib)
- Data analysis and manipulation with Pandas
- Data visualization techniques with Matplotlib
- Introduction to web scraping
- Using
requestsandBeautifulSoupfor data extraction - Handling dynamic content with
Selenium
- Basic SQL and databases
- Connecting Python to a database (SQLite/MySQL)
- CRUD operations and data retrieval
- Understanding APIs and how to use them
- Making requests and handling responses
- Working with popular APIs (e.g., Twitter, OpenWeather)
- Designing and implementing a final project (e.g., data analysis tool, web scraper, or small web app)
- Applying concepts learned throughout the course
- Showcasing the project for hands-on experience
Skills Accuired
- Mastery of Python syntax and core programming concepts
- Ability to work with files, data structures, and databases
- Practical experience in data analysis and visualization
- Basic understanding of web development, automation, and APIs
Course Features
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