Using probability distributions for real world problems in R

4.8
12件の評価
提供:
Coursera Project Network
このガイド付きプロジェクトでは、次のことを行います。

Learn how to answer real world problems using the following probability distributions – Binomial, Poisson, Normal, Exponential and Chi-square

Learn how to visualize probability distributions of real world problems

Clock1.5 hours
Beginner初級
Cloudダウンロード不要
Video分割画面ビデオ
Comment Dots英語
Laptopデスクトップのみ

By the end of this project, you will learn how to apply probability distributions to solve real world problems in R, a free, open-source program that you can download. You will learn how to answer real world problems using the following probability distributions – Binomial, Poisson, Normal, Exponential and Chi-square. You will also learn the various ways of visualizing these distributions of real world problems. By the end of this project, you will become confident in understanding commonly used probability distributions through solving practical problems and you will strengthen your core concepts of data distributions using R programming language. These distributions are widely used in day-to-day life of statisticians for hypothesis testing and drawing conclusions on a population from a small sample. Additionally, in the field of data science, statistical inferences use probability distribution of data to analyze or predict trend from data. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

あなたが開発するスキル

Probability DistributionR ProgrammingvisualizationReal World Problems

ステップバイステップで学習します

ワークエリアを使用した分割画面で再生するビデオでは、講師がこれらの手順を説明します。

  1. Solve and visualize real world problems using Binomial distribution

  2. Solve and visualize real world problems using Poisson distribution

  3. Solve and visualize real world problems using Normal distribution

  4. Solve and visualize real world problems using Exponential distribution

  5. Solve and visualize real world problems using Chi-Square distribution

ガイド付きプロジェクトの仕組み

ワークスペースは、ブラウザに完全にロードされたクラウドデスクトップですので、ダウンロードは不要です

分割画面のビデオで、講師が手順ごとにガイドします

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