4 Looping Statement Python Loops¶Python has two primitive loop commands: for loops while loops For Loop¶A for loop is used for iterating over a sequence (that is either a list, a tuple, a dictionary, a set, or a string). In [1]: L=[10,20,"Machine Learning",40,50] for i in L: print("Printing",i) Printing 10 Printing …

Task 1 – Conditional Statements Python Decision Making¶Python supports the usual logical conditions from mathematics:¶ Equals: a == b Not Equals: a != b Less than: a < b Less than or equal to: a <= b Greater than: a > b Greater than or equal to: a >= b …

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 Classification (SVC) is a machine learning algorithm used for binary and multi-class classification tasks. In this example, I’ll provide a step-by-step guide for implementing Support Vector Classification in Python using Scikit-Learn: Step 1: Import Libraries import numpy as np import matplotlib.pyplot as plt from sklearn.model_selection import train_test_split from …

K-Nearest Neighbors (KNN) is a supervised machine learning algorithm used for classification and regression tasks. In this example, I’ll provide a step-by-step guide for implementing KNN classification in Python using Scikit-Learn: Step 1: Import Libraries import numpy as np import matplotlib.pyplot as plt from sklearn.model_selection import train_test_split from sklearn.neighbors import …

Naive Bayes is a simple yet effective supervised machine learning algorithm commonly used for classification tasks. In this example, I’ll provide a step-by-step guide for implementing Naive Bayes classification in Python using Scikit-Learn. There are different variants of Naive Bayes, such as Gaussian Naive Bayes for continuous data and Multinomial …

Random Forest Classification is an ensemble learning technique that combines multiple decision trees to improve classification accuracy and reduce overfitting. In Python, you can implement Random Forest Classification using Scikit-Learn. Here’s a step-by-step guide: Step 1: Import Libraries import numpy as np import matplotlib.pyplot as plt from sklearn.model_selection import train_test_split …