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
DartmouthX, IMTx: Linux Basics: The Command Line Interface
Learn the Linux Command Line interface and become a skilled user of this powerful operating system.
Linux Unhatched
A quick introduction to the popular operating system, Linux.
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.
IBM: Linux Commands & Shell Scripting
This mini-course describes shell commands and how to use the advanced features of the Bash shell to automate complicated database tasks. For those not familiar with shell scripting, this course provides an overview of common Linux Shell Commands and shell scripting basics.
LinuxFoundationX: Introduction to Cloud Infrastructure Technologies
Learn the fundamentals of building and managing cloud technologies directly from The Linux Foundation, the leader in open source.
LinuxFoundationX: Introduction to Open Source Networking Technologies
Learn technical fundamentals needed to adopt SDN, NFV, disaggregation, orchestration, network automation, and modern networking. Discover use cases and technical options for open networking. Plus: learn more about The Linux Foundation networking projects.
There are no reviews yet.