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#### Hypothesis Testing

A hypothesis is a claim or a premise that we want to test. Hypothesis testing is a way of backing up your conclusions with data, in a more “scientific” way. It is useful not only to scientists, but…

Read more at Towards Data Science#### How to approach Hypothesis Testing

Testing a hypothesis is an integral step in machine learning, before building models that adds business value. And this step seems really important for every data scientist or machine learning…

Read more at Analytics Vidhya#### Hypothesis Testing for layman

If you are into Machine Learning or Data Science there is a very high chance that you might have come across this term. And a higher chance that you might have not understood what does it exactly…

Read more at Analytics Vidhya#### Hypothesis Testing | All a beginner needs to know

Hypothesis in terms of statistics is an assumption for an event, a proportion based on reasoning. Hypothesis testing is a statistical method used to make decisions using experimental data. Basically…

Read more at Analytics Vidhya#### Hypothesis Testing I: Introduction

Hypothesis are our assumptions about the data which may or may not be true. In this post we’ll discuss about the statistical process of evaluating the truthiness of a hypothesis — this process is…

Read more at Towards Data Science#### Hypothesis Testing for Dummies

Hypothesis Testing is one of the essential topics to get a better and solid understanding of the derived result. Also, for me, it was one of those topics that baffled my mind for days and left me…

Read more at Analytics Vidhya#### Hypothesis Testing: Data Science

Using Inferential Statistics, we learned how to analyze the sample data and make inferences about the population mean and other population data. However, we could not confirm the conclusions we made…

Read more at Towards Data Science#### Statistics 101-Part 1-What is Hypothesis testing ?

Statistics 101-Part 1-What Is Hypothesis Testing, Its Type, and Its Process? Definition of hypothesis testing, the process of doing hypothesis testing, its types, and applications Photo by Thomas T o...

Read more at Towards AI#### Data Science Simplified Part 3: Hypothesis Testing

Application of hypothesis testing is predominant in Data Science. It is imperative to simplify and deconstruct it. Like a crime-fiction story, hypothesis testing, based on data, leads us from a novel…...

Read more at Towards Data Science#### Hypothesis Testing In Real Life

Every day you test ideas, recipes, new routes so you can get to your destination faster or with less traffic … The important question, however, is was that idea/recipe/route significantly better than…...

Read more at Towards Data Science#### A Guide to Hypothesis Testing

Hypothesis testing is a way of deriving insights from the plethora of data available to us. It encompasses the evaluation of a statement on a given population using sample data. Imagine a court case…

Read more at Analytics Vidhya#### Which hypothesis test to perform?

The objective of statistics is to make inferences about a population based on information contained in a sample. The numerical measures used to characterize populations are called parameters. The…

Read more at Towards Data Science#### Hypothesis Testing: what it actually is?

Usually, there is some confusion on the topic of Hypothesis Testing. A standard undergraduate class on this topic involves terms such as “null hypothesis”, “alternative hypothesis”, “power of the…

Read more at Analytics Vidhya#### Understanding Hypothesis Testing

Hypothesis testing is an important mathematical concept that’s used in the field of data science. While it’s really easy to call a random method from a python library that’ll carry out the test for…

Read more at Towards Data Science#### An easy guide for hypothesis testing

Hypothesis testing is an approach for testing our ideas or assumptions. Now you must be wondering what steps are involved in it. This article will help you familiarize yourself with its core concepts....

Read more at Analytics Vidhya#### Hypothesis test by hand

Remember that descriptive statistics is the branch of statistics aiming at describing and summarizing a set of data in the best possible manner, that is, by reducing it down to a few meaningful key…

Read more at Towards Data Science#### Statistical/Hypothesis Tests

Statistical/Hypothesis Tests are used to make the generalization/summarize about the population from the sample. These tests are used to check whether there is a enough evidence in sample data to…

Read more at Analytics Vidhya#### A Gentle Introduction to Statistical Hypothesis Testing

Last Updated on April 10, 2020 Data must be interpreted in order to add meaning. We can interpret data by assuming a specific structure our outcome and use statistical methods to confirm or reject the...

Read more at Machine Learning Mastery#### Setting Your Hypothesis Test Up For Success

I want to go deep with you on exactly how I work with stakeholders ahead of launching a test. This step is crucial to make sure that once a test is done running, we’ll actually be able to analyze it…

Read more at Towards Data Science#### A General Guidance of Hypothesis Testing

Hypothesis Testing, as such an important statistical technique applied widely in A/B testing for various business cases, has been relatively confusing to many people at the same time. This article…

Read more at Towards Data Science#### Chapter 9 Hypothesis testing

The code for this chapter is in hypothesis.py . For information about downloading and working with this code, see Section 0.2 . 9.1 Classical hypothesis testing Exploring the data from the NSFG, we sa...

Read more at Think Stats#### Hypothesis Testing & p-Value

Recently, I implemented a new methodology at my work. I did some experiments, analyzed results and with some statistical calculations I proved, the new methodology is better than the existing one……

Read more at Towards Data Science#### Hypothesis Testing in Data Science

In statistics and data analysis, hypothesis testing is very important because when we perform experiments, we typically do not have access to all members of a population so we take samples of…

Read more at Towards Data Science#### Hypothesis Testing Simplified

Have you ever faced uncertainty in your life? How did you make a decision at those times? I am sure it should be either with experience, gut feeling or based on some data. Today’s world has stepped…

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