Loops (for, while)
Loops in Python are used to execute a block of code repeatedly. Python provides two types of loops: 1. The for Loop The for loop is used to iterate over….
Tag: Python
Conditional Statements (if-else)
Conditional statements in Python allow the program to make decisions based on certain conditions. The if, elif, and else statements control the flow of execution by checking whether a condition….
Operators in Python
Operators are special symbols in Python that perform computations on values and variables. Python supports various types of operators, each serving a specific purpose in operations like arithmetic calculations, comparisons,….
Variables and Data Types
Introduction to Variables in Python A variable is a symbolic name that refers to a value. In Python, variables are dynamically typed, meaning you do not need to declare the….
Python Syntax and Semantics
Introduction Python is a high-level programming language known for its readability and simplicity. Understanding Python’s syntax and semantics is crucial for writing efficient and error-free code. This guide covers the….
Python Installation and Setup
Introduction Python is a widely used programming language known for its simplicity and versatility. This guide will walk you through the installation and setup process for Python on different operating….
Imbalanced Data Handling
Handling Imbalanced Data in Machine Learning Introduction Imbalanced data occurs when the distribution of classes in a dataset is highly skewed, meaning one class has significantly more samples than the….
Introduction to Python
What is Python? Python is a high-level, interpreted programming language known for its simplicity and readability. It was created by Guido van Rossum and first released in 1991. Python supports….
Data Encoding Techniques (One-Hot Encoding, Label Encoding)
Data Encoding Techniques: One-Hot Encoding & Label Encoding Introduction to Data Encoding Data encoding is a crucial preprocessing step in machine learning, where categorical data is converted into a numerical….
Feature Selection Techniques
Feature Selection Techniques: A Comprehensive Guide Introduction Feature selection is a crucial step in machine learning that involves selecting the most relevant features (variables) for building an efficient and accurate….