Python Course Notes - Keywords
1. Introduction to Python
Python: High-level, interpreted, versatile
Setup: Install Python, IDEs (PyCharm, VS Code, Jupyter)
Syntax: print(), Indentation, Comments (#, ''' ''')
Data Types: int, float, str, bool, list, tuple, dict
Operators: Arithmetic (+ - * /), Comparison (== !=), Logical (and or not)
2. Control Flow
Conditionals: if, elif, else
Loops: for, while
Loop Controls: break, continue, pass
3. Functions & Modules
Functions: def, return
Lambda: Anonymous functions (lambda x: x*2)
Modules: import, from, as
Packages: Directory with __init__.py
4. OOP (Object-Oriented Programming)
Class & Object: class, __init__(), self
Principles: Inheritance, Encapsulation, Polymorphism, Abstraction
5. File Handling
Open File: open(), Modes (r, w, a, b)
Read/Write: read(), write(), with open() as
6. Exception Handling
Try-Except: try, except, finally
Common Errors: ZeroDivisionError, ValueError
7. Libraries & Frameworks
Data Science: NumPy, Pandas, Matplotlib, Seaborn
Web Dev: Flask, Django
API Handling: requests
8. Advanced Concepts
Decorators: @decorator
Generators: yield
Multithreading: threading, multiprocessing
9. Projects
Beginner: Calculator, To-Do App, Quiz App
Intermediate: Web Scraper, REST API, Data Analysis
Advanced: ML Model, Trading Bot, Full-Stack App
10. Expert Tips
Practice: Code daily
Read: Others’ code
Contribute: Open-source
Clean Code: PEP 8
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Python Course Notes (Beginner to Advanced)
1. Introduction to Python (Beginner Level)
- What is Python?
High-level, interpreted language known for simplicity and readability.
Used in web development, data science, AI, automation, etc.
- Setting Up Python
Install Python from python.org.
Use IDEs like PyCharm, VS Code, or Jupyter Notebooks.
- Basic Syntax
Hello World Example:
print("Hello, World!")
- Comments:
# This is a single-line comment
'''
This is a
multi-line comment
'''
- Variables and Data Types:
name = "Alice" # String
age = 25 # Integer
height = 5.6 # Float
is_student = True # Boolean
fruits = ["apple", "banana", "cherry"] # List
person = {"name": "Bob", "age": 30} # Dictionary
- Operators:
Arithmetic, Comparison, Logical, Assignment, Bitwise
, 2. Control Flow (Conditional Statements & Loops)
- Conditional Statements:
x = 10
if x > 5:
print("x is greater than 5")
elif x == 5:
print("x is 5")
else:
print("x is less than 5")
- Loops:
For Loop:
for i in range(5):
print(i)
While Loop:
count = 0
while count < 3:
print(count)
count += 1
Loop Control Statements: break, continue, pass
3. Functions and Modules
- Functions:
def greet(name):
return f"Hello, {name}!"
print(greet("Alice"))
- Lambda Functions:
square = lambda x: x * x
print(square(4))