📜  python for dummy - Python (1)

📅  最后修改于: 2023-12-03 14:45:58.059000             🧑  作者: Mango

Python for Dummies

Python is a high-level, interpreted programming language that is widely used in web development, scientific computing, data analysis, artificial intelligence, and many other fields. It is known for its simple syntax, readability, and ease of use, making it an ideal language for beginners to learn.

Getting Started

To get started with Python, you first need to download and install the Python interpreter from the official website. Once installed, you can open the Python interpreter and start writing Python code.

Here is a simple "Hello, World!" program in Python:

print("Hello, World!")

This program prints the text "Hello, World!" to the console. To run the program, simply save it to a file with the .py extension (e.g. hello.py) and run it with the Python interpreter:

python hello.py
Data Types

Python has several built-in data types, including:

  • Integers (int): whole numbers, e.g. 42
  • Floating-point numbers (float): real numbers with a decimal point, e.g. 3.14
  • Strings (str): text, enclosed in quotes, e.g. "hello"
  • Booleans (bool): True or False

Here are some examples of using these data types in Python:

# integers
x = 42
y = 13
print(x + y)  # prints 55

# floating-point numbers
pi = 3.14
radius = 2.5
area = pi * (radius ** 2)
print(area)  # prints 19.625

# strings
message = "Hello, world!"
print(message)  # prints "Hello, world!"

# booleans
is_python_fun = True
is_python_hard = False
print(is_python_fun)      # prints True
print(not is_python_hard) # prints True
Control Structures

Python has several control structures, including:

  • if statements: conditionally execute code
  • for loops: iterate over a sequence of values
  • while loops: repeatedly execute code while a condition is true

Here are some examples of these control structures in Python:

# if statement
x = 42
if x > 0:
    print("x is positive")
elif x == 0:
    print("x is zero")
else:
    print("x is negative")

# for loop
for i in range(5):
    print(i)

# while loop
i = 0
while i < 5:
    print(i)
    i += 1
Functions

In Python, you can define your own functions using the def keyword. Functions take input parameters and return output values, and can be used to encapsulate and reuse code.

Here's an example of a user-defined Python function:

def square(x):
    """
    Compute the square of a number x.
    """
    return x ** 2

print(square(5))  # prints 25
Libraries

One of the strengths of Python is its vast collection of third-party libraries, which provide additional functionality for a wide range of use cases. Here are some examples of popular Python libraries:

  • numpy: Numerical computing library
  • pandas: Data analysis library
  • scikit-learn: Machine learning library
  • matplotlib: Data visualization library

To use a library in Python, you first need to install it using the pip package manager. For example:

pip install numpy

Once installed, you can import the library and use its functions and classes in your code:

import numpy as np

x = np.array([1, 2, 3])
print(x.mean())  # prints 2.0
Conclusion

Python is a powerful and versatile programming language that can be used for a wide range of tasks. This guide has only scratched the surface of what is possible with Python, but hopefully it has given you a taste of what this language has to offer. Happy coding!