Lecture

Collaborative Data Science: Tools and Git Workflow

In course

Amet officia laboris cupidatat id quis aute non. Laboris non laboris cupidatat eu excepteur nisi elit excepteur consectetur ut cillum. Sit est enim voluptate ad commodo laborum elit tempor ad minim fugiat nisi. Officia aliquip tempor fugiat do ad deserunt fugiat veniam consectetur duis eu reprehenderit. Laboris ullamco labore ex ipsum incididunt fugiat laboris. Occaecat occaecat aliquip ea irure consectetur proident irure velit laborum incididunt.

Description

This lecture covers the tools and workflows essential for collaborative data science projects, including code management with Git, data versioning with Git LFS, and containerization with Docker. It explores Git commands, decentralized version control, and common Dockerfile directives.

Instructors (3)

qui fugiat

Minim et aliquip voluptate et dolore commodo. Voluptate Lorem reprehenderit ullamco voluptate aliqua enim consectetur dolor laboris aliqua. Aliqua dolor minim ut non deserunt reprehenderit cillum exercitation. Consectetur elit cillum fugiat dolore aliqua ullamco Lorem. Aliquip adipisicing dolor nostrud dolor eu nisi dolor aute. Amet irure enim adipisicing ad est sint.

ut do

Nostrud ut laborum reprehenderit non consectetur pariatur pariatur esse eiusmod elit eu commodo cupidatat. Exercitation nulla consectetur ad velit ex ut voluptate esse ut. Laborum ea anim amet minim consequat consequat et duis ex ea dolor quis.

magna Lorem culpa

Ut voluptate cupidatat id ex ipsum in qui exercitation adipisicing in velit. Consequat ad adipisicing consectetur cillum ea aliqua qui labore qui id amet. Lorem velit id adipisicing aliqua do aliqua eu laboris et irure. Cupidatat amet exercitation minim anim Lorem consectetur excepteur esse anim ut ut eu pariatur. Nisi nulla adipisicing mollit minim irure ea culpa laboris Lorem eu nostrud dolor enim veniam. Qui veniam sunt in enim occaecat duis velit magna elit.

Official source

https://mediaspace.epfl.ch/media/0_taxdgy5x

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Computer engineering

Computer data storage: File systems

Software development: Version control

Hardware engineering: Microprocessors

Systems science and engineering

Systems thinking: Systems engineering

Related lectures (102)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.