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The Data Scientist's Toolbox

عن

In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. There are two components to this course. The first is a conceptual introduction to the ideas behind turning data into actionable knowledge. The second is a practical introduction to the tools that will be used in the program like version control, markdown, git, GitHub, R, and RStudio.

What you'll learn

  • Set up R, R-Studio, Github and other useful tools
  • Understand the data, problems, and tools that data analysts use
  • Explain essential study design concepts
  • Create a Github repository

الوحدات

Welcome to the Data Scientist's Toolbox

    • 1 Videos
    • 2 Readings
    • 1 Plugin
Show info about module content

1 Videos

  • Why Automated Videos?

2 Readings

  • Welcome
  • A Note of Explanation

What is Data Science?

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • What is Data Science?

1 Videos

  • What is Data Science?

What is Data?

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • What is Data?

1 Videos

  • What is Data?

Getting Help

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Getting Help Quiz

1 Videos

  • Getting Help

The Data Science Process

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Data Science Process

1 Videos

  • The Data Science Process

Module 1 Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Module One Summative Quiz

Installing R

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Installing R

1 Videos

  • Installing R

Installing R Studio

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Installing R Studio

1 Videos

  • Installing R Studio

RStudio Tour

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • RStudio Tour

1 Videos

  • RStudio Tour

R Packages

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • R Packages

1 Videos

  • R Packages

Projects in R

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Projects in R

1 Videos

  • Projects in R

Module 2 Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Module Two Summative Quiz

Version Control

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Version Control

1 Videos

  • Version Control

GitHub and Git

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • GitHub and Git

1 Videos

  • Github and Git

Linking Github and RStudio

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Linking Git/GitHub and RStudio

1 Videos

  • Linking Github and R Studio

Projects Under Version Control

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Projects under Version Control

1 Videos

  • Projects under Version Control

Module 3 Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Module Three Summative Quiz

R Markdown

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • R Markdown

1 Videos

  • R Markdown

Types of Data Science Questions

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Types of Data Science Questions

1 Videos

  • Types of Data Science Questions

Experimental Design

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Experimental Design

1 Videos

  • Experimental Design

Big Data

    • 1 Videos
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Big Data

1 Videos

  • Big Data

Module 4 Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Module Four Summative Quiz

Course Project

    • 1 PeerReview
Show info about module content

1 Peer Review

  • Assemble your toolbox

Auto Summary

Discover "The Data Scientist's Toolbox" on Coursera, a foundational course in Data Science & AI. Led by expert instructors, this course introduces the essential tools and concepts for data analysis, including version control, markdown, Git, GitHub, R, and RStudio. Perfect for beginners, it combines both theoretical insights and practical applications. The course spans 1080 minutes and offers flexible subscription options: Starter, Professional, and Paid. Ideal for aspiring data analysts and scientists seeking to turn data into actionable knowledge.