2 Operators in Python¶An operator is a symbol that tells the compiler to perform specific mathematical or logical manipulations. Python language is rich in built-in operators and provides following types of operators. Types of Operators¶We have the following types of operators in Python programming − Arithmetic operators Assignment operators Relational/Comparison …

Python Variable Types Python Variables¶Variables are containers for storing data values. Variables are nothing but reserved memory locations to store values. This means that when you create a variable you reserve some space in memory. The interpreter allocates memory and determines what can be stored in the allocated memory depending …

Python Basic Syntax Introduction to Python Programming Language¶What is Python?¶Python is a popular programming language. It was created by Guido van Rossum, and released in 1991. It is used for:¶ artificial intelligence big data web development (server-side) software development mathematics system scripting First Python Program¶ In [1]: print("www.machinelearning.org.in") www.machinelearning.org.in In [2]: print("Python") …

Python 3.9.2 Installation & Setup Guide Python is a popular high-level programming language that was first released in 1991. Python is now one of the most common and scalable server-side programming languages. Unlike other Linux distributions, Windows does not have Python as a default programming language. Python, on the other …

Support Vector What is SVC? The Support Vector Classifier (SVC) is a method used in machine learning to classify data into different groups. It helps to find the best line (or boundary) that separates different classes of data. How SVC Works¶ Hyperplane: Imagine a line in 2D or a flat …

K-NN K-Nearest Neighbors (K-NN) is a simple machine learning algorithm used for both classification and regression tasks. It’s based on the idea that things that are similar to each other are likely to be in the same category. Key Concepts of K-NN:¶ What is K-NN? K-NN is an algorithm that …

Naive Bayes Naive Bayes is a simple but powerful machine learning algorithm used for classification tasks. It’s based on applying Bayes’ Theorem with the assumption that features are independent of each other, which is why it’s called “naive.” Key Concepts of Naive Bayes:¶ What is Naive Bayes? Naive Bayes is …

Random Forest Random Forest Classifier in Simple Language¶What is a Random Forest Classifier? A Random Forest Classifier is a machine learning method used for classification tasks. It combines multiple decision trees to improve accuracy and robustness. Think of it as a team of decision trees that work together to make …

Decision Tree Decision Tree Classifier Explained Simply¶What is a Decision Tree Classifier? A Decision Tree Classifier is a method used in machine learning to categorize data into different groups. It works like a flowchart, where each question helps you narrow down the possible outcomes until you arrive at a final …

Logistic Regression Logistic Regression is a method used in machine learning to predict if something belongs to one of two categories, like “Yes” or “No.” Key Ideas:¶ What does it do? Logistic regression helps answer questions like, “Will a customer buy this product?” or “Is this email spam?” It takes …