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Pranay Arora has Published 45 Articles
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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
Pranay Arora
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