Python Topics and File Operations

File Operations

01_one.py

• Read, write, and open files

02_two.py

• Read and write binary files
• Exception handling

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Statistics & Exploratory Data Analysis

• Libraries and tools:
  • pandas
  • numpy
  • matplotlib
  • Scikit-learn
  • Jupyter Notebook

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Python Basics by Topics

01_one.py: Strings

• Operations with strings

02_two.py: Numbers and Sets

• Operations with numbers
• Working with sets

03_three.py: Lists / Arrays

• Basic and advanced operations with lists/arrays

04_four.py: Dictionary

• Manipulating dictionaries

05_five.py: Tuples

• Handling immutable tuples

06_six.py: Conditional Statements and User Input

• if conditions
• Input from the user
• String concatenation

07_seven.py: Loops

• Loop-related exercises and questions

08_eight.py: Experiment

• Space for experimentation

09_nine.py: Functions and Lambdas

• Function types: void and returning
• Lambda functions
• Special arguments: *args and **kwargs
• yield for generators
• Recursive functions

10_ten.py: Object-Oriented Programming (OOP)

• Classes and objects
• __init__ constructor
• super()
• Encapsulation and private variables
• Getter and setter methods
• Polymorphism
• Class variables and static methods
• Property decorators
• Class inheritance and the isinstance() function
• Multiple inheritance

11_eleven.py: Decorators

• Writing and using decorators

12_twelve.py: Scopes and Closures

• Scope resolution
• global keyword
• Closures