Varsha Saini

Decision Trees in Machine Learning – Easy Explanation

In this Series of learning Machine Learning Algorithms, we have already learned Linear Regression and Logistic Regression which are Regression and Classification Algorithms respectively. Today we are going to start with the Decision Tree which is one of the simplest algorithms in Machine Learning. Decision Tree Decision Tree is a supervised machine learning algorithm capable of …

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What is Confidence Intervals? | Inferential Statistics for Data Science

Hello Guys, In the series of learning Statistics for Data Science we have already covered Descriptive Statistics in Part 1 and Part 2. In this article, we will learn what is statistics, types of statistics, and inferential statistics in detail which include topics like a confidence interval. Statistics Statistics is the root of Data Analysis. …

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Critical Value Method and p-value Method to Hypothesis Testing | Two-Tailed Test

In this article, we will learn how to apply Hypothesis Testing to the two-tailed test using the critical value method and p-value method step by step. Also, we will learn how to look at the z-table. It is highly recommended to go through the basics of Hypothesis Testing first. 6 Steps of Hypothesis Testing Below …

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What is Hypothesis Testing in Statistics | A Step-by-Step Guide with Easy Examples

While learning Statistics for Data Science, Hypothesis Testing is considered to be the most difficult topic. Let’s break it into simple parts and make it easy to understand. Hypothesis Testing While working with sample data we make a lot of assumptions about it. Therefore it becomes important to test whether the assumption made is correct …

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