# Python Programming Examples

## How To Restart Loop In Python?

The loop is a very basic technique when we need to repeat certain blocks of code in Python. Restarting a loop is also a basic technique in Python to execute only certain parts of a loop and again start from the beginning. This technique works magically when we want to apply a loop to certain …

## What Is GARCH Model In Python?

The domain of finance and economics uses the GARCH model frequently. The GARCH model is a time series model that helps in the analysis of different data points collected over certain periods. The GARCH model is a time series model. This model is trendy because it calculates the correlation between the data points, some underlying patterns, and …

## Introduction To Jensen’s Inequality

Jensen’s inequality, put simply, dictates that the expected value of a convex function applied to a random variable is either equal to or larger than the convex function of the expected value of the variable. A profound mathematical result, known as Jensen’s inequality, plays a crucial role in the realms of probability theory and convex …

## Introduction To Linear Algebra

Linear algebra, a sub-branch of mathematics, mainly engages the study of linear equations, vector operations, and matrices. This includes the study of introductory concepts like linear transformations, matrices, determinants, Eigenvalues, and vectors. We all know the significance of linear algebra in different fields like machine learning, deep learning models, physics, and mathematics problems. This article …

## Grid Search: Maximizing Model Performance

Grid search is one of the well-known techniques used to maximize the implementation of machine learning models. This grid search model falls under the hyperparameter tuning approach. The performance of any machine learning model is measured by the accuracy of its predictions. Model performance is fundamentally generalizing the accuracy of predictions from training data to the real-world …

## Fastest Way To Write Huge Data In File Using Python

The need for the fastest way to write huge amounts of data into a file is increasing rapidly. Nowadays, we require data in every domain. The domains like machine learning, deep learning, data science, and data analytics are based on the data. The models predict the results after analyzing a large amount of data. The …

## Use Await In Lambda Function Using Python

The await keyword is used to implement the awaitable task in Python. The different tasks require different periods for implementation. Implementation of some tasks is necessary, so we need to find a way to implement them immediately. All these problems can be solved using the await keyword in Python. A lambda function stands for a …

## Web Scraping with Curl Commands in Python 3

The curl command is used in many scripts written in Python language. Sometimes, we need all available data from the web to train our models. This process of collecting the data is known as web scraping. We can execute the web scraping using this curl command in Python3. The curl command in Python3 is considered …

## Exploring the Random Module: Generating Basic Random Numbers in Python

Are you a pro gamer? A game enthusiast? A geek? If you are, you might have observed the use of random numbers in almost every game. A dice game is one of the finest examples of random number generation. Suppose you are playing this game with a machine online. You roll the dice and get …

## Beginner’s Guide to Redis with Python

In this article, we will extensively cover what Redis is and how it can be used alongside Python. Since both of these technologies are trending, it is a great tool to have in your bag. Let’s get started with understanding some basics What is Redis? Often referred to as a data structure server, Redis is …