Analytics Vidhya

MARCH 22, 2024

Introduction At the heart of data science lies statistics, which has existed for centuries yet remains fundamentally essential in today’s digital age. Because basic statistics concepts are the backbone of data analysis, enabling us to make sense of the vast amounts of data generated daily.

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Statistics Data Science Analytics IT 289

Analytics Vidhya

JANUARY 13, 2024

One such module is the statistics module, which provides a comprehensive set of functions for statistical operations. Introduction Python is a powerful programming language that offers a wide range of modules for various applications.

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Statistics IT Analytics 256

Analytics Vidhya

JANUARY 24, 2023

Introduction Statistical models are significant for understanding and predicting complex data. A viable area for statistical modeling is time-series analysis. Statistical models […] The post Learning Time Series Analysis & Modern Statistical Models appeared first on Analytics Vidhya.

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Statistics Modeling Finance Technology 313

Analytics Vidhya

FEBRUARY 3, 2022

Applying statistical analysis to data and getting insights from it is our main objective. The post Statistical Inference Using Python appeared first on Analytics Vidhya. Data science is an emerging technology in the corporate society and it mainly deals with the data. A company wil store millions of records for analysis. A […].

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Statistics Data Science Publishing Technology 330

Analytics Vidhya

JUNE 29, 2023

Businesses and governments extensively use data to make essential choices […] The post Difference Between Data Science vs Statistics appeared first on Analytics Vidhya. A growing need for data science roles in various fields has led to the masses opting for specialized degrees and training programs in data science.

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Statistics Data Science Analytics 302

Analytics Vidhya

JUNE 23, 2022

Introduction Hypothesis testing is one of the most important techniques applied in various fields such as statistics, economics, pharmaceutical, mining and manufacturing industries. The post Hypothesis Testing in Inferential Statistics appeared first on Analytics Vidhya.

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Statistics Testing Manufacturing Data Science 325

Analytics Vidhya

AUGUST 30, 2022

Introduction As Josh Wills once said, “A Data Scientist is a person who is better at statistics than any programmer and better at programming than any statistician“ Statistics is a fundamental tool when dealing with data and its analysis in Data Science. It provides […].

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Statistics Data Science Publishing Analytics 341

Analytics Vidhya

AUGUST 5, 2022

Introduction One of the most important applications of Statistics is looking into how two or more variables relate. The post Statistical Effect Size and Python Implementation appeared first on Analytics Vidhya. Hypothesis testing is used to look if there is any significant relationship, and we report it using a p-value.

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Statistics Measurement Testing Data Science 336

Analytics Vidhya

NOVEMBER 2, 2023

Introduction Statistical analysis means investigating trends, patterns, and relationships using quantitative data. To draw valid results, statistical analysis requires planning from the start of the research process. It is a crucial research tool used by scientists, governments, businesses, and other organizations.

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Statistics Analytics IT 266

Analytics Vidhya

MAY 19, 2023

Statistics involves gathering and organizing raw data into an easily understandable format. There are two broad categories of statistical methods: descriptive and inferential statistics. This article will explain the difference between descriptive vs inferential statistics. appeared first on Analytics Vidhya.

Statistics 244

Statistics Analytics 244

Analytics Vidhya

MARCH 31, 2021

The post Statistics for Data Science appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. It is the mark of truly intelligent person to be.

Statistics 380

Statistics Data Science Publishing Analytics 380

Analytics Vidhya

JULY 21, 2023

Introduction Statistical analysis plays a crucial role in the fast-developing field of data science, enabling researchers to gain insightful knowledge from data. This article compares frequentist vs […] The post Frequentist vs Bayesian Statistics in Data Science appeared first on Analytics Vidhya.

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Statistics Data Science Strategy Analytics 253

Analytics Vidhya

OCTOBER 29, 2021

This article was published as a part of the Data Science Blogathon Introduction to Statistics Statistics is a type of mathematical analysis that employs quantified models and representations to analyse a set of experimental data or real-world studies. Data processing is […].

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Statistics Data Science Experimentation Publishing 355

Analytics Vidhya

JULY 25, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Statistics is a subject that really matters a lot in. The post Basic Statistics Concepts for Machine Learning Newbies! appeared first on Analytics Vidhya.

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Statistics Machine Learning Data Science Publishing 389

Analytics Vidhya

AUGUST 29, 2023

Whether you’re delving into descriptive statistics, probability distributions, or sophisticated regression models, R’s versatility and extensive packages facilitate seamless statistical exploration. R, an open-source tool, empowers data enthusiasts to explore, analyze, and visualize data with precision.

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Statistics Visualization Modeling Analytics 233

Analytics Vidhya

APRIL 17, 2021

Statistics is the grammar of Science. The post Statistics and Probability Concepts for Data Science appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. – Karl Pearson What.

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Statistics Data Science Publishing Analytics 400

Analytics Vidhya

MARCH 27, 2021

Introduction Instead of starting with, Statistics is everything and is. The post Playing Data with Statistics appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

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Statistics Data Science Publishing Analytics 307

Analytics Vidhya

JULY 31, 2021

The post Empirical Rule in Gaussian distribution in Statistics appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article is based on the very famous and important.

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Statistics Data Science Publishing Analytics 374

Analytics Vidhya

AUGUST 2, 2021

The post Intermediate Statistical Concepts for Data Science Beginners! ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Hello all, In this tutorial, we will cover some Intermediate. appeared first on Analytics Vidhya.

Statistics 358

Statistics Data Science Publishing Analytics 358

Analytics Vidhya

AUGUST 1, 2021

The post A Guide To Complete Statistics For Data Science Beginners! ArticleVideo Book This article was published as a part of the Data Science Blogathon Source Introduction: In this article, we will learn all the important. appeared first on Analytics Vidhya.

Statistics 390

Statistics Data Science Publishing Analytics 390

Analytics Vidhya

JUNE 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Let us see a short intro about this blog, Descriptive Statistics. The post Descriptive statistics | A Beginners Guide! appeared first on Analytics Vidhya.

Statistics 264

Statistics Data Science Publishing Analytics 264

Analytics Vidhya

SEPTEMBER 27, 2020

Overview Microsoft Excel is an excellent tool for learning and executing statistical functions Here are 12 statistical functions in Excel that you should master. The post 10 Statistical Functions in Excel every Analytics Professional Should Know appeared first on Analytics Vidhya.

Statistics 382

Statistics Analytics Business Analytics 382

Analytics Vidhya

JANUARY 5, 2022

Introduction Statistical Moments plays a crucial role while we specify our probability distribution to work with since, with the help of moments, we can describe the properties of statistical distribution. In Statistical Estimation and Testing of Hypothesis, […]. Therefore, they are helpful to describe the distribution.

Statistics 282

Statistics Data Science Testing Publishing 282

Analytics Vidhya

DECEMBER 18, 2020

Introduction How much data is enough to state statistical significance? The post Statistics for Beginners: Power of “Power Analysis” appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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Statistics Data Science Publishing Analytics 328

Analytics Vidhya

MARCH 30, 2021

Introduction Instead of starting with the definition of statistics, I. The post Statistical Analysis of Data for Data Scientists appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Statistics 301

Statistics Data Science Publishing Analytics 301

Analytics Vidhya

AUGUST 11, 2021

The post Advance Statistics Concepts for Data Science Enthusiasts appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Hello all, In this tutorial, we will be discussing some.

Statistics 306

Statistics Data Science Publishing Analytics 306

Analytics Vidhya

MAY 4, 2021

The post An Introduction to Statistics For Data Science: Basic Terminologies Explained appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Are you an aspiring data scientist who wants to learn.

Statistics 387

Statistics Data Science Publishing Analytics 387

Analytics Vidhya

JUNE 9, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Statistical Moments plays a crucial role while we specifying our. The post Complete Guide to Statistical Moments for Data Science appeared first on Analytics Vidhya.

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Statistics Data Science Publishing Analytics 293

Analytics Vidhya

FEBRUARY 8, 2021

The post Statistics 101: Beginners Guide to Continuous Probability Distributions appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction In the previous post, we have defined Probability Distributions and briefly.

Statistics 353

Statistics Data Science Publishing Analytics 353

Analytics Vidhya

JANUARY 9, 2021

Introduction The field of statistics consists of methods for describing and. The post Inferential Statistics – Sampling Distribution, Central Limit Theorem and Confidence Interval appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

Statistics 346

Statistics Data Science Publishing Analytics 346

Analytics Vidhya

APRIL 28, 2020

The post Statistics for Data Science: What is Normal Distribution? Introduction to the Normal Distribution Have you heard of the bell curve? It tends to be among the most discussed water-cooler topics among people. appeared first on Analytics Vidhya.

Statistics 380

Statistics Data Science Analytics IT 380

Analytics Vidhya

JULY 5, 2020

Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, the formula for. The post Statistics for Data Science: What is Skewness and Why is it Important? appeared first on Analytics Vidhya.

Statistics 400

Statistics Data Science IT Analytics 400

Analytics Vidhya

JUNE 8, 2021

The post Complete Guide to Data Types in Statistics for Data Science appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Data Science, we aim to do different experiments with.

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Statistics Data Science Publishing Analytics 346

KDnuggets

OCTOBER 15, 2024

Various statistical methods you might never have known previously but useful for your workflow.

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Statistics 111