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Data Science in Teams

7 Topics • 38 Exercises • 130 Quizzes

Use R effectively in large data science teams - manage code and processes to support continuous integration and deployment. Navigate, integrate and submit code to public repositories like CRAN, Github and R-Forge.

Intermediate difficulty

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In this course...

  • 7 Topics
  • 38 Exercises
  • 130 Quizzes
  • Wide variety of topics
  • Unlock free course materials
  • Free quizzes and exercises
    • Key facts

    • Learn how to refactor your code into functions for easier reusability.
    • Create R packages for easier maintenance in production environments.
    • Manage your code in Git version control and collaborate on it with your colleagues.
    • Learn all elements at once during our hands-on workshops.

    Chapters

    7 Topics • 38 Exercises • 130 Quizzes

    Writing Functions

    Learn how to write functions which are easy to understand and increase re-usability without code duplication.

    Packages

    Learn how to write functions which are easy to understand and increase re-usability without code duplication.

    Git Version Control

    Manage your code in the Git version control and know basic commands like git commit git push or git pull. See how a basic Git workflow looks like and apply strategies to combine multiple code paths using git merge and git rebase.

    Preparation

    Team

    Fix and extend an existing R-package to fit your needs and make sure that it can be re-used by a wider audience through documentation and package checks.

    Workshop

    Team

    Work collaboratively on an R-project using version control, functions and packages and make your code ready for productive environments.

    Homework

    Team

    Harden your data science skills and collaboratively work on a homework project with your team.

    Quantargo Certificate™

    The Quantargo certificate in “Data Science in Teams” demonstrates that your are literate in the topics covered by this course. You have...

  • In-depth knowledge on important concepts
  • Hands-on experience with the tools covered
  • A good starting point for further topics
  • Quantargo CourseCockpit™

    We have built a complete online Learning Hub with hands-on quizzes, code exercises and viedeos and an online Workspace that lets you immediately apply learned skills by trying out code.

    Track progress and learn in your own pace with our interactive tutorials. In the CourseCockpit you’ll find all assets and course materials.

    A complete RStudio environment to try out new ideas and play around with different packages and features. All files are synced automatically.