π Introduction to Python: Mastering Programming Basics from Scratch
π Chapter 1: Introduction to Python
Python is a object-oriented, interpreted high-level programming language with the following core advantages:
- β’ Concise and elegant syntax design
- β’ Powerful standard library and third-party ecosystem
- β’ Cross-platform compatibility (Windows/macOS/Linux)
- β’ Active developer community support
π οΈ Chapter 2: Environment Installation Guide
2.1 Installation Steps
- 1. Visit the official Python website
- 2. Download the installation package for your operating system (recommended version 3.8+)
- 3. Run the installer (check “Add Python to PATH”)
- 4. Verify the installation:
python --version # Expected output: Python 3.x.x
2.2 Recommended Development Tools
- β’ VS Code (lightweight editor)
- β’ PyCharm (professional IDE)
- β’ Jupyter Notebook (interactive programming)
π Chapter 3: In-Depth Syntax Basics
3.1 Variables and Data Types
# Basic types
name = "Alice" # String
age = 25 # Integer
height = 1.75 # Float
is_student = True # Boolean
# Composite types
fruits = ["apple", "banana", "orange"] # List
coordinates = (40.7128, -74.0060) # Tuple
person = {"name": "Bob", "age": 30} # Dictionary
3.2 Control Flow
Conditional Statements:
score = 85
if score >= 90:
print("Excellent")
elif score >= 60:
print("Pass")
else:
print("Fail")
Loop Structures:
# for loop
for i in range(1, 6):
print(f"Current number: {i}")
# while loop
count = 0
while count < 3:
print(f"Count: {count}")
count += 1
ποΈ Chapter 4: Practical File Operations
# Writing to a file
with open("diary.txt", "w") as file:
file.write("2023-07-20\n")
file.write("Today I learned Python file operations!\n")
# Reading from a file
with open("diary.txt", "r") as file:
content = file.read()
print(content)
π‘οΈ Chapter 5: Exception Handling Mechanism
try:
num = int(input("Please enter a number:"))
result = 100 / num
except ValueError:
print("Input is not a valid number!")
except ZeroDivisionError:
print("Cannot divide by zero!")
else:
print(f"Calculation result: {result}")
finally:
print("Program execution completed")
π§© Chapter 6: Object-Oriented Programming
6.1 Classes and Objects
class Student:
def __init__(self, name, major):
self.name = name
self.major = major
def introduce(self):
print(f"I am {self.name}, majoring in {self.major}")
# Instantiation
stu = Student("Wang Xiaoming", "Computer Science")
stu.introduce()
6.2 Inheritance and Polymorphism
class Animal:
def speak(self):
pass
class Dog(Animal):
def speak(self):
return "Woof!"
class Cat(Animal):
def speak(self):
return "Meowο½"
π Chapter 7: Common Scientific Computing Libraries
Library Name | Usage | Example |
NumPy | Numerical computation | <span>np.array([1,2,3])</span> |
Pandas | Data analysis | <span>pd.read_csv('data.csv')</span> |
Matplotlib | Data visualization | <span>plt.plot(x, y)</span> |
π― Chapter 8: Learning Path Recommendations
- 1. Master basic syntax (1-2 weeks)
- 2. Complete small projects (e.g., calculator, to-do list)
- 3. Learn common frameworks (Django/Flask)
- 4. Participate in open-source projects
- 5. Continue learning advanced topics (asynchronous programming/algorithm optimization)
Start your Python programming journey now! β¨