HarvardX: Data Science: Productivity Tools
|
Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.
About this course
A typical data analysis project may involve several parts, each including several data files and different scripts with code. Keeping all this organized can be challenging.
Part of our Professional Certificate Program in Data Science, this course explains how to use Unix/Linux as a tool for managing files and directories on your computer and how to keep the file system organized. You will be introduced to the version control systems git, a powerful tool for keeping track of changes in your scripts and reports. We also introduce you to GitHub and demonstrate how you can use this service to keep your work in a repository that facilitates collaborations.
Finally, you will learn to write reports in R markdown which permits you to incorporate text and code into a document. We’ll put it all together using the powerful integrated desktop environment RStudio.
At a Glance:
Institution: HarvardX
Subject: Data Analysis & Statistics
Level: Introductory
Prerequisites:
None
Language: English
Video Transcript: English
Associated programs:
Professional Certificate in Data Science
Associated skills:Linux, Data Analysis, Productivity Software, Data Science, Markdown, File Systems, Rmarkdown, Github, Unix, Git (Version Control System), R (Programming Language), Report Writing, Version Control
User Reviews
Be the first to review “HarvardX: Data Science: Productivity Tools” Cancel reply
Related Products

IBM: Hardware and Operating Systems
This course will help you develop the skills to install and set up an operating system and gain expertise on hardware components, including motherboard, CPU, hard drives and more.

DartmouthX, IMTx: C Programming: Getting Started
Start learning one of the most powerful and widely used programming languages: C.

Linux Essentials
Build foundational Linux skills and prepare for the Linux Essentials certificate exam from Linux Professional Institute.

LinuxFoundationX: Open Source Software Development: Linux for Developers
Start your open source software (OSS) adventure today by learning the key concepts of developing open source software and how to work productively in a Linux environment.

Linux Unhatched
A quick introduction to the popular operating system, Linux.

LinuxFoundationX: Secure Software Development: Requirements, Design, and Reuse
Learn the security basics that allow you to develop software that is hardened against attacks, and understand how you can reduce the damage and speed the response when a vulnerability is exploited.
There are no reviews yet.