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Mathematics as a Monarch
Mathematics is an important prerequisite in Data Science. Let's see which concepts of mathematics come handy for data scientists
Harsha Vardhan 26 Aug, 2021
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25 Probability and Statistics Questions to Ace your Data Science Interviews
Prepare for your data science interviews with these probability and statistics questions. Get ready to boost your knowledge.
Chirag Goyal 02 Jul, 2024
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How to Perform Monte Carlo Simulation?
This article aims to introduce Monte Carlo Simulation for variable uncertainty analysis. Monte Carlo can replace the propagation of error
rendyk 19 Apr, 2021
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Statistics and Probability Concepts for Data Science
Explore statistics and probability concepts for data science. Learn types of data, mean, variance, and probability to excel in decision making.
Manasvi 14 Oct, 2024
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Improve Naive Bayes Text classifier using Laplace Smoothing
The most reliable solution to the zero probability problem is to use a smoothing technique, more particularly Laplace Smoothing. Start reading now!
Chirag Goyal 09 Nov, 2023 -
Probability Theory Basics in Machine Learning
Explore the concept of Probability Theory and gain insights into the probability values ranging from 0 to 1, with our comprehensive Guide. Read Now!
Sarvagya Agrawal 20 Nov, 2023
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Generating Fantasy Titles with a Markov Chain
In this article, we make a couple of our own on-theme fantasy titles using Markov Chain in Python. We will explore 2 methods
Guest Blog 20 Aug, 2024
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Introduction to Bayes Theorem for Data Science
Bayes theorem gives the probability of an event based on the prior knowledge of condition. Let's introduce you to Bayes theorem
Shipra Saxena 06 Apr, 2021
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Axioms of Probability Every Data Scientist Should Know!
Axioms of probability is one of the fundamental concepts of probability. In this article we understand the 3 axioms of probability in detail
Himanshi Singh 12 Mar, 2021
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Discrete Probability Distributions
Discrete probability distributions describe the probability of occurrence of each value of a discrete random variable in a situation.
Priyanka 08 Nov, 2024
