English | Size: 418 MB
Genre: eLearning
The Python Micro Learning Course
What you’ll learn
Understand the basic concepts and syntax of Python Write simple Python programs using variables, data types, and basic operations
Use conditional statements and loops to control the flow of their programs
Define and use functions to organize and reuse code
Read from and write to files using Python
Handle exceptions and errors gracefully
Create and use custom modules and packages
Understand the basics of object-oriented programming (OOP) in Python
Perform basic data processing and visualization using NumPy, Pandas, and matplotlib
Create simple web applications using Flask
This Python Microlearning course aims to introduce learners to the basics and advanced features of Python through short, easily digestible lessons. Below is a proposed curriculum covering key areas of Python.
Curriculum
1. Introduction to Python
- What is Python and its applications?
- Installing and setting up Python
- Writing the first Python program: “Hello, World!”
2. Basic Syntax and Data Structures
- Variables and data types
- Lists, tuples, and dictionaries
- Basic operations with lists and dictionaries
3. Conditional Statements and Loops
- If-else structures
- For and while loops
- List comprehensions
4. Functions
- Defining and calling functions
- Arguments and return values
- Lambda functions
5. File Handling
- Opening, reading, and writing files
- Using context managers
6. Exception Handling
- Try-except structures
- Defining custom exceptions
7. Object-Oriented Programming (OOP)
- Classes and objects
- Methods and properties
- Inheritance and polymorphism
8. Python Modules and Packages
- Creating custom modules
- Using built-in modules
- Installing and using external packages (pip)
9. Data Processing and Visualization
- NumPy and Pandas basics
- Simple data visualization with matplotlib
10. Basics of Web Applications
- Flask basics
- Creating a simple API
Each Lesson Content
- Brief Description: Introduction to the topic
- Practical Example: Code examples and explanations
- Exercises: Small practical tasks to deepen understanding
- Quiz: Short quiz to check comprehension
Who this course is for:
- The course is suitable for beginners with little to no programming experience, as well as those who want to refresh their Python skills or learn new techniques.
Who this course is for:
The course is suitable for beginners with little to no programming experience, as well as those who want to refresh their Python skills or learn new techniques.
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