Basic Statistics in Python (ANOVA)

22 calificaciones
ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

source and clean a dataset from the internet

perform statistical analysis including ANOVA

create visulizations including boxplots

Clock1 hour
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this 1-hour long project-based course, you will learn how to set up a Google Colab notebook, source data from the internet, load data into Python, merge two datasets, clean data, perform exploratory data analysis, carry out ANOVA and create boxplots. Throughout the course you will work on an Education dataset from World Bank. This will allow you to perform statistical analysis on your own datasets in Python. This project does not require any previous Python or coding experience, but it would be useful for learners to understand the statistical methods covered. The course includes data sourcing and cleaning which are invaluable real world skills, and focuses on visualizing your results which is needed as a large part of any analysis is the storytelling.

Habilidades que desarrollarás

  • Data Cleansing
  • Python Programming
  • Data Analysis
  • Analysis Of Variance (ANOVA)
  • visulization

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Set up a new Google Colab Notebook

  2. Download data from World Bank

  3. Load data into Google Colab using Python

  4. Merge two datasets

  5. Clean the data and perform exploratory data analysis

  6. Carry out ANOVA on grouped data

  7. Create boxplots to visulize the results

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso


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