Vignya Durvasula, Author at AskPython

Python and Probability: Simulating Blackjack Card Counting with Python Code

Python has widespread applications in this technological era. From being used in developing Machine Learning and Data Science applications to developing and accentuating the features of almost every popular game, Python does it all. Want to start with simple games in Python? One such popular card game is Blackjack. For those who enjoy card games …

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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 …

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Regression Error Metrics – A Simple Guide

Machine Learning is one of the fastest-growing technologies in this tech-driven area, with a load of real-world applications. Treated as a sub-branch of Artificial intelligence (AI), Machine Learning is used to mimic human thinking in machinery. How can machines think like humans? Well, more or less, we humans are responsible for making machines think like …

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3 Approaches to Import .py Files in Google Colab

Google Colab is one of the most used online tools by machine learning and data sciences professionals, students, and enthusiasts. Google Colab is known to provide a collaborative environment to support programming in Python, C, C#, Java, HTML, and LaTeX. It is a Jupyter Notebook but hosted on the cloud, so we can use it …

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LSTM Using Pytorch – A Simple Guide

The human brain works in an amazing way. We remember those embarrassing moments and all those subjects we crammed into our school and college days. What if machines could also remember what we tell them (to some extent)? We already know we can build models that process our input and remember it for the following …

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How to Read and Parse a Text File in Python?

The text file is one of the oldest and most efficient storage formats. Introduced way before to what we now know as the Comma Separated Value format (CSV), text files have been used because of their simplicity. They are saved with a txt extension (dAta.txt) and are mostly used to introduce file handling in various …

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Time Series Analysis Using Facebook Prophet – A Complete Guide

A sequence of data or data points that are recorded at regular intervals of time is called a time series. Each data point is spaced with definite gaps, which essentially helps data analysts or engineers observe the trends in the data and how they may change over time. When we talk about data points, it …

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3 Approaches to Removing the Duplicate Words From a Text

Suppose you are working with a load of text from a different language or even English that is obtained from different sources and may have many duplicate words in the sentences. You just need the summary of the text before proceeding to do anything with it. What do you do? Text summarization is the major …

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2 Ways to Round a Float to Nearest 10th

A floating-point number( shortened as float) is any positive or negative, whole or fractional number that has a decimal point. Sometimes, even a number without a decimal point can be treated as a floating-point number. 3.145, 2.3×10-2, and so on are a few examples. The data type that is associated with such numbers is known …

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Multiclass Classification – An Ultimate Guide for Beginners

Machine Learning is one of the most sought-after technologies among students and many million-dollar organizations due to its widespread applications and flexibility. Consider any field of work, and you might always find a way to make things easier in that field using machine learning and the other sub-branches of AI. Machine Learning tasks are mainly …

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