Pranay Arora has Published 45 Articles

Python - Tuple value product in dictionary

Pranay Arora

Pranay Arora

Updated on 02-Nov-2023 12:49:07

207 Views

Dictionaries in python are widely used, to store data in key-value pairs. Many times, we get stuck in finding the product of elements in the tuple received as value in the dictionary. This mostly arises in situations working with data manipulation or analysis. Through this article, we will code and ... Read More

How to Invert Python Tuple Elements?

Pranay Arora

Pranay Arora

Updated on 02-Nov-2023 12:33:44

391 Views

Python tuples store data in the form of individual elements. The order of these elements is fixed i.e (1, 2, 3) will remain in the same order of 1, 2, 3 always. In this article, we are going to see how to invert python tuple elements or in simple terms ... Read More

Convert Lists into Similar key value lists in Python

Pranay Arora

Pranay Arora

Updated on 02-Nov-2023 12:31:36

192 Views

Given 2 separate lists, we are going to transform them into a single data structure by mapping them into a key-value data structure namely dictionary. The values of the 1st list will serve as keys and values from the 2nd list will serve as values of the corresponding keys in ... Read More

Statistical Simulation in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 15:08:37

875 Views

Statistical simulation is the task of making use of computer based methods in order to generate random samples from a probability distribution so that we can model and analyse complex systems which exhibit random behaviour. In this article we are going to see how to make use of this powerful ... Read More

Network Analysis in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:47:51

758 Views

A network is a collection of nodes and edges that represent the relationships or connections between those nodes. The nodes can represent various entities, such as individuals, organizations, genes, or websites, while the edges represent the connections or interactions between them. Network analysis is the study of the relationships ... Read More

Introduction to Financial Concepts using Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:37:17

225 Views

Python provides us with a variety of tools as well as libraries that help us work with the foundations of probability. Probability has a wide scale use case from AI content detection to card games. The random module is often used for probability related problem statements. This combined with libraries ... Read More

Foundations of Probability in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:27:50

1K+ Views

Probability deals with the study of random events as well as their outcomes. It is an essential concept in various fields like finance, physics, engineering and data science. It is defined as the likelihood of an event occurring as no event can be predicted with 100% certainty. Hence probability is ... Read More

Forecasting Using ARIMA Models in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:19:19

902 Views

ARIMA is a statistical model used for time series forecasting that combines three components: autoregression (AR), integration (I), and moving average (MA). Autoregression (AR) − This component models the dependence between an observation and a number of lagged observations. It's based on the idea that past values of a ... Read More

Cleaning Data with Apache Spark in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:15:29

1K+ Views

In today's time, when we have high volume and velocities of data flowing, Apache Spark, an open source big data processing framework, is a common choice as it allows parallel and distributed processing of data. Cleaning of such data is an important step and Apache Spark provides us with a ... Read More

Building Chatbots in Python

Pranay Arora

Pranay Arora

Updated on 04-Oct-2023 14:02:39

551 Views

A chatbot is a computer program designed to simulate conversations with human users via text or voice. It uses AI and NLP techniques to help understand and interpret user’s messages and provide relevant responses. In this article, we will see how to create a chatbot with the help of Python. ... Read More

Advertisements