Learning Lab

Amritha K

choosing the right statistical test for research

Choosing The Right Statistical Test For Research: All About Continuous Data, More Than Two Groups, Small Samples N’ More

Choosing The Right Statistical Test For Research: If you’ve ever found yourself lost in a maze of numbers and graphs, fret not – you are not the only one. Choosing the right statistical test for research is like having a map that will help you outta the wilderness. The first step? Choosing the right tool …

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difference between parametric and nonparametric tests

What Is The Difference Between Parametric And Nonparametric Tests? Know The Advantages, Disadvantages, And More

What Is The Difference Between Parametric And Nonparametric Tests: When scientists do their research, they rely a lot on something called statistical analysis. It’s like the backbone of their work because it helps them make sense of all the data they collect. Now, when they’re analyzing data, they usually use two main types of tests: …

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What Are The Different Types Of Statistical Methods? How Do I Choose The Right Statistical Test? 7 Statistical Analysis Methods You Must Know!

What Are The Different Types Of Statistical Methods: Let’s begin with a very simple explanation of what statistical methods are! Statistics is the backbone of modern research and decision-making processes across various disciplines. From healthcare to economics, from psychology to engineering, statistical methods help us make sense of data and draw meaningful conclusions. However, with …

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common mistakes in data analysis

The Data Analyst’s Survival Guide: How To Avoid The Most Common Mistakes In Data Analysis?

What are the most common mistakes in data analysis? A data analyst’s success often depends on navigating a labyrinth of information with precision and clarity. Even the most seasoned analysts can run into common mistakes that slow them down – and in almost all these cases, these most common mistakes in data analysis can be …

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Natural language processing (NLP) in data analysis

Natural Language Processing In Data Analysis: Can It Elevate Data Interpretation and Understanding?

Natural Language Processing (NLP) is another branch of AI that combines statistics, computational linguistics, and deep learning models to comprehend human language from spoken or written data. But what about Natural language processing (NLP) in data analysis? One may wonder. Well, let us tell you that. NLP finds use in various applications such as creating …

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