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Everything you need to know about Hypothesis Testing in Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon What is Hypothesis Testing? Any data science project starts with exploring the data. When we perform an analysis on a sample through exploratory data analysis and inferential statistics we get information about the sample.

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Mastering Exploratory Data Analysis (EDA): A comprehensive guide

Data Science Dojo

In this blog, we will discuss exploratory data analysis, also known as EDA, and why it is important. We will also be sharing code snippets so you can try out different analysis techniques yourself. EDA is an iterative process of conglomerative activities which include data cleaning, manipulation and visualization.

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Why Hypothesis Testing Should Take a Cue from Hamlet

Cassie Kozyrkov

To simulate or not to simulate, that is the question Continue reading on Towards Data Science »

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Essential types of data analysis methods and processes for business success

Data Science Dojo

An overview of data analysis, the data analysis process, its various methods, and implications for modern corporations. Studies show that 73% of corporate executives believe that companies failing to use data analysis on big data lack long-term sustainability.

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Unlocking data science 101: The essential elements of statistics, Python, models, and more

Data Science Dojo

In contemporary times, data science has emerged as a substantial and progressively expanding domain that has an impact on virtually every sphere of human ingenuity: be it commerce, technology, healthcare, education, governance, and beyond. This piece will concentrate on the elemental constituents constituting data science.

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Cracking the code: The top 10 statistical concepts for data wizards 

Data Science Dojo

“Statistics is the grammar of science”, Karl Pearson In the world of data science, there is a secret language that benefits those who understand it. Do you want to know what makes a data expert efficient? It’s having a profound understanding of the data. This is where inferential statistics comes in handy.

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A Guide to Choose the Best Data Science Bootcamp

Data Science Dojo

Data science bootcamps are intensive short-term educational programs designed to equip individuals with the skills needed to enter or advance in the field of data science. They cover a wide range of topics, ranging from Python, R, and statistics to machine learning and data visualization.