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Python Interview Preparation

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Python Interview Preparation
6 Modules

Course Curriculum

6 Modules · 29 Chapters · 29 Topics · 202 Sub-topics

01
Foundation
4 Chapters · 4 Topics · 30 Sub-topics
Getting Started with Python
1 Topics
Introduction to Python
7 Sub-topics
What is Python and Why Learn It
Understanding Python Versions (HTML4 vs HTML5)
Installing Python and Setting Up Environment
Understanding Python REPL and Interactive Mode
Writing Your First Python Program
Python IDEs and Text Editors Overview
Understanding Python File Structure
Python Basics and Syntax
1 Topics
Python Syntax Fundamentals
8 Sub-topics
Python Indentation and Code Structure
Comments and Documentation Strings
Variables and Assignment
Dynamic Typing in Python
Understanding Python Keywords and Identifiers
Python Naming Conventions (PEP 8)
Taking User Input with input()
Understanding print() Function and Formatting
Data Types - Numbers
1 Topics
Numeric Types and Operations
7 Sub-topics
Understanding Integers in Python
Working with Floating Point Numbers
Complex Numbers Basics
Type Conversion Between Number Types
Number Methods and Operations
Understanding Number Precision and Limits
Boolean Type and Truth Values
Operators in Python
1 Topics
Operators and Expressions
8 Sub-topics
Arithmetic Operators and Precedence
Comparison Operators
Logical Operators (and, or, not)
Assignment Operators
Bitwise Operators
Membership Operators (in, not in)
Identity Operators (is, is not)
Operator Precedence and Associativity
02
Core Concepts
5 Chapters · 5 Topics · 33 Sub-topics
Strings in Python - Part 1
1 Topics
String Basics
7 Sub-topics
Creating and Defining Strings
String Indexing and Accessing Characters
String Slicing Fundamentals
String Concatenation and Repetition
String Immutability Concept
Escape Sequences in Strings
Raw Strings and Their Uses
Strings in Python - Part 2
1 Topics
String Methods and Formatting
8 Sub-topics
String Methods - Case Conversion
String Methods - Searching and Replacing
String Methods - Splitting and Joining
String Methods - Stripping and Trimming
String Formatting with % Operator
String Formatting with format() Method
F-Strings (Formatted String Literals)
String Alignment and Padding
Control Flow - Conditional Statements
1 Topics
Decision Making
6 Sub-topics
Understanding if Statement
if-else Statement
if-elif-else Ladder
Nested if Statements
Conditional Expressions (Ternary Operator)
Match-Case Statement (Python 3.10+)
Control Flow - Loops - Part 1
1 Topics
While Loops
6 Sub-topics
Understanding while Loop
Infinite Loops and Prevention
Loop Control with break Statement
Loop Control with continue Statement
Loop Control with pass Statement
while-else Clause
Control Flow - Loops - Part 2
1 Topics
For Loops
6 Sub-topics
Understanding for Loop
Looping with range() Function
Iterating Over Sequences
for-else Clause
Nested Loops
Loop Optimization Techniques
03
Data Structures and Algorithms
7 Chapters · 7 Topics · 48 Sub-topics
Data Structures - Lists - Part 1
1 Topics
List Fundamentals
7 Sub-topics
Creating and Initializing Lists
Accessing List Elements
List Slicing Operations
Modifying List Elements
Adding Elements (append, insert, extend)
Removing Elements (remove, pop, clear)
List Concatenation and Repetition
Data Structures - Lists - Part 2
1 Topics
Advanced List Operations
7 Sub-topics
List Methods - Sorting and Reversing
List Methods - Searching (index, count)
List Comprehensions Basics
List Comprehensions with Conditions
Nested List Comprehensions
Copying Lists (Shallow vs Deep Copy)
List Aliasing and References
Data Structures - Tuples
1 Topics
Immutable Sequences
7 Sub-topics
Creating and Defining Tuples
Accessing Tuple Elements
Tuple Immutability Concept
Tuple Packing and Unpacking
Tuple Methods (count, index)
Named Tuples from collections
When to Use Tuples vs Lists
Data Structures - Sets - Part 1
1 Topics
Set Basics
6 Sub-topics
Creating and Initializing Sets
Understanding Set Characteristics
Adding Elements to Sets
Removing Elements from Sets
Set Membership Testing
Iterating Over Sets
Data Structures - Dictionaries - Part 1
1 Topics
Dictionary Fundamentals
7 Sub-topics
Creating and Initializing Dictionaries
Accessing Dictionary Values
Adding and Modifying Key-Value Pairs
Removing Dictionary Items
Dictionary Keys Characteristics
Checking Key Existence
Dictionary Methods - keys(), values(), items()
Data Structures - Dictionaries - Part 2
1 Topics
Advanced Dictionary Operations
7 Sub-topics
Dictionary Methods - update(), pop(), popitem()
Dictionary Methods - setdefault(), get()
Iterating Over Dictionaries
Dictionary Comprehensions
Nested Dictionaries
Merging Dictionaries
Dictionary Views Objects
Collections Module Deep Dive
1 Topics
Specialized Collections
7 Sub-topics
namedtuple - Named Tuples
Counter - Counting Hashable Objects
defaultdict - Dictionary with Default Values
OrderedDict - Ordered Dictionary
deque - Double-Ended Queue
ChainMap - Multiple Dictionaries
UserDict, UserList, UserString
04
Object-Oriented Programming
4 Chapters · 4 Topics · 27 Sub-topics
Object-Oriented Programming - Part 1
1 Topics
OOP Fundamentals
7 Sub-topics
Understanding OOP Concepts
Classes and Objects Basics
Creating Classes with class Keyword
__init__ Method (Constructor)
Instance Variables vs Class Variables
Instance Methods
self Parameter Explained
Object-Oriented Programming - Part 2
1 Topics
Class Methods and Properties
7 Sub-topics
Class Methods with @classmethod
Static Methods with @staticmethod
Class Variables and Shared Data
Understanding __str__ and __repr__
Operator Overloading Basics
Common Magic Methods Overview
Property Decorators (@property)
Object-Oriented Programming - Part 3
1 Topics
Encapsulation
6 Sub-topics
Encapsulation Concept
Public, Protected, Private Members
Name Mangling in Python
Getters and Setters
Property Decorators for Encapsulation
Information Hiding Benefits
Object-Oriented Programming - Part 4
1 Topics
Inheritance
7 Sub-topics
Inheritance Fundamentals
Single Inheritance
super() Function Usage
Method Overriding
Multiple Inheritance
Method Resolution Order (MRO)
Checking Inheritance with isinstance() and issubclass()
05
Advanced Topics
6 Chapters · 6 Topics · 42 Sub-topics
Functions - Part 2
1 Topics
Function Arguments
7 Sub-topics
Default Arguments
Keyword Arguments
Arbitrary Arguments (*args)
Arbitrary Keyword Arguments (**kwargs)
Combining Different Argument Types
Argument Unpacking with * and **
Positional-Only and Keyword-Only Parameters
Functions - Part 3
1 Topics
Advanced Function Concepts
7 Sub-topics
Lambda Functions (Anonymous Functions)
Map Function and Usage
Filter Function and Usage
Reduce Function from functools
Nested Functions
Function as First-Class Objects
Returning Functions from Functions
Decorators - Part 1
1 Topics
Decorator Fundamentals
7 Sub-topics
Understanding Decorators Concept
Functions as First-Class Objects Review
Closures and Nested Functions
Creating Simple Decorators
@ Syntax for Applying Decorators
Decorating Functions with Arguments
functools.wraps Usage
Generators - Part 1
1 Topics
Generator Basics
7 Sub-topics
Understanding Generator Functions
yield Keyword Explained
Generator vs Regular Function
Generator Expressions
Generator Memory Efficiency
Consuming Generators
Generator States
Exception Handling - Part 1
1 Topics
Exception Basics
7 Sub-topics
Understanding Exceptions and Errors
try-except Block Basics
Catching Specific Exceptions
Multiple Exception Handling
else Clause in Exception Handling
finally Clause for Cleanup
Exception Hierarchy in Python
Regular Expressions - Part 1
1 Topics
Regex Basics
7 Sub-topics
Understanding Regular Expressions Basics
re Module Functions - match(), search(), findall()
Raw Strings for Patterns
Basic Patterns - Literal Characters
Special Characters - . ^ $ * + ? { } [ ] \ | ( )
Character Classes and Ranges
Predefined Character Classes (\d, \w, \s)
06
Professional Skills
3 Chapters · 3 Topics · 22 Sub-topics
Code Quality and Best Practices
1 Topics
Code Quality
7 Sub-topics
PEP 8 Style Guide Deep Dive
Code Formatting Tools (black, autopep8)
Linting with pylint and flake8
Type Checking with mypy
Writing Clean Code Principles
Code Documentation Standards
Code Review Best Practices
Performance Optimization Techniques
1 Topics
Performance Optimization
8 Sub-topics
Profiling Code with cProfile
Timing Code Execution
Memory Profiling
Optimizing Loops and Iterations
List Comprehensions vs Loops Performance
Generator vs List Performance
Built-in Functions Performance
Avoiding Common Performance Pitfalls
Testing with pytest
1 Topics
Testing with pytest
7 Sub-topics
Installing and Setting Up pytest
Writing Tests with pytest
Test Discovery in pytest
pytest Fixtures
Parameterized Tests
Markers and Test Selection
pytest vs unittest Comparison

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