Introduction to Python

Python Implementations: CPython, PyPy, Jython, and IronPython

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How Python Programs Are Executed

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Python Terminology Cheat Sheet for Interviews

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Installing Python and Running First Program

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Comments in Python

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Documentation in Python – Part 1

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Documentation in Python – Part 2

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Variables, Data Types, and Memory Management

Variables and Constants in Python

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Scope and Lifetime of Variables in Python

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Naming Conventions and Best Practices

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Swap Two Variables Without a Temp Variable

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id() Function: Understanding Memory Addressing

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type() Function: Checking Data Types

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Mutable vs Immutable Types

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Basic Data Types: Integers, Floats, Strings, Booleans

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Advanced Data Types: Lists, Tuples, Sets, Dictionaries (Part 1)

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Advanced Data Types: Lists, Tuples, Sets, Dictionaries (Part 2)

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Type Conversion

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Type Casting

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Understanding Garbage Collection in Python

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Input and Output Handling

print() Function: Formatting Output

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input() Function: Taking User Input

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Handling Multiple Inputs

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File Handling Basics: Reading and Writing Files

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Operators in Python

Arithmetic Operators

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Logical Operators

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Identity Operators (is, is not)

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Membership Operators (in, not in)

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Bitwise AND, OR, XOR, Left and Right Shift Operations

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Arithmetic Progression (AP) nth Term

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Geometric Progression (GP) nth Term

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Conditional Statements (Flow Control)

if, else, elif Statements

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Loops and Iteration Techniques

while Loop

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for Loop

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range() Function: Advanced Uses

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break statements

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continue Statements

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Nested Loops and Their Use Cases

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Pattern Printing in Python

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Count Digits in a Number

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Compute Factorial

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Find GCD (Greatest Common Divisor)

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Compute LCM (Least Common Multiple)

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Generate Fibonacci Series

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Prime Number Checker

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Find All Divisors of a Number

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Optimizing Prime Number and Divisor Algorithms

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Functions and Modular Programming

Creating and Using Functions

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Function Arguments: Default, Keyword, Variable-Length

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Parameter Passing Techniques

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Returning Multiple Values from a Function

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Global vs Local Variables

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Finding First Digit of a Number

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Prime Factorization Algorithm

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String Handling and Operations

Escape Sequences and Raw Strings

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Formatted Strings (f-strings, .format())

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String Slicing and Indexing

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String Methods and Operations

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String Comparisons

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Searching for Patterns in Strings (Regex)

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Checking for Palindrome Strings

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Reversing a String Efficiently

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Converting Decimal to Binary and Binary to Decimal

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Lists, Tuples, and Advanced Data Structures

List Operations and Slicing

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Tuples: When to Use Them?

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Sets and Their Applications

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Dictionary Operations and Methods

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List Comprehensions

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Sorting Techniques in Lists

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Checking If a List is Sorted

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Finding Unique Elements in a List

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Object-Oriented Programming (OOP) in Python

Introduction to OOP

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Classes and Objects

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Encapsulation and Data Abstaction

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Class and Instance Attributes

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Access Modifiers in Python

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Static and Class Methods

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Inheritance (Single, Multiple, Multilevel)

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Method Overriding and Polymorphism

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Abstract Classes and Interfaces

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Operator Overloading

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File Handling and Exception Management

Reading and Writing Files

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Handling CSV and JSON Files

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Exception Handling (try, except, finally)

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Raising Custom Exceptions

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Exception and Error Handling in Python

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Logging in Python

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Advanced Python Topics

Lambda Functions

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List, Set, and Dictionary Comprehensions

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Map, Filter, and Reduce Functions

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Generators and Iterators

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Python Decorators

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Multithreading vs Multiprocessing

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Asynchronous Programming in Python

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Working with External Libraries

NumPy for Numerical Computing

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Pandas for Data Analysis

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Matplotlib and Seaborn for Data Visualization

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SciPy for Scientific Computing

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Web Development with Python

Introduction to Flask and Django

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Building a Simple Web App with Flask

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REST APIs in Python

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Databases and SQL in Python

Using SQLite with Python

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CRUD Operations in MySQL with Python

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Working with NoSQL Databases (MongoDB)

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Machine Learning and AI with Python

Introduction to Machine Learning

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Using Scikit-Learn for ML Models

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Deep Learning with TensorFlow and PyTorch

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Natural Language Processing (NLP) with Python

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Automating Tasks with Python

Web Scraping with BeautifulSoup and Scrapy

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Automating Emails and Reports

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Automating Excel with OpenPyXL

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Advanced Problem Solving and Algorithms

Sorting Algorithms: QuickSort, MergeSort, HeapSort

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Searching Algorithms: Binary Search, BFS, DFS

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Dynamic Programming Basics

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Python for Cybersecurity and Ethical Hacking

Hashing and Cryptography Basics

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Writing a Simple Port Scanner

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Password Cracking Techniques

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Python for Cloud and DevOps

Working with AWS Lambda and Boto3

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CI/CD with Python and Jenkins

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