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Learn Python begining to advance

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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))

Connected book
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James R. Parker, PhD Python
Publisher: 2016 ISBN: 9781944534752 Edition: Unknown

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