Docker Containers for Data Science and Reproducible Research

Name: Docker Containers for Data Science and Reproducible Research
Brand: Udemy
SKU: 54586
Price: 14.99 USD
Availability: InStock

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Vladimir Zhbanko 35 Docker Udemy

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8.3/10 (Our Score)

Product is rated as #18 in category Docker

Get excited!

This course is designed to jump–start using Docker Containers for Data Science and Reproducible Research by reproducing several practical examples.

Course will help to setup Docker Environment on any machine equipped with Docker Engine (Mac, Windows, Linux). Course will proceed with all steps to create custom and distributed development environment [RStudio] in a container. Forget about manual update of your Development Environment! Work as usual, add or develop the research document into your Container, test it and distribute in an image! Result will be reproducible independently on the R version, perhaps after several years…

Same about running R programs in the container. We will demonstrate this capability including testing the container on completely different machines (Mac, Windows, Linux)

Summary of ideas we will cover in this course:

Reproduce and share work on a different infrastructure

Be able to repeat the work after several years

Use R–Studio in an isolated environment

Tips to personalize work with Docker including usage of Automated Builds

What is covered by this course?

This course will provide several use cases on using Docker Containers for Data Science:

Preparing your computer for using Docker

Working pipeline to develop docker image

Building Docker image to work with R–Studio in Interactive mode

Instructor Details

Vladimir ZhbankoSenior Engineering Specialist and Instructor

Votes: 0

Courses : 3

Hello, I am really excited that you read my little story here! I am a Chemical Engineer by education, Problem Solver by nature and now also Instructor. I currently work in Swiss Multinational Company as Senior Engineering Specialist in R&D where I strive to be in line with modern technology, Industry 4.0 not only by learning it but also applying it to gain value for the Business. Being Certified Green Belt in Lean Six Sigma I always try to reduce inefficiencies by finding complex patterns or applying new methods to close gaps. Over years I was living in 3 countries and for that I can fluently speak 4 languages [EN, IT, ES, RU] and partially other 2 [DE, FR]. Apart of that I am a happy user of other 4 computer programming languages [R, C++(MQL4), VBA] and also a bit of [SQL]. I would like to bring some ideas on how one can be more productive. How to collect data in a smarter way using simple tools? How to make it easier to take a decision? And why not to automate the decision using Artificial Intelligence? I will try to cover very practical side of technology, show how to benefit from it with concrete examples. By the way, life is not only technology - I like cooking as well!!! p.s. I will try my best to provide the best possible learning experience. If it would not be the case I would be very happy to receive any constructive feedback on how can I be better.

Specification: Docker Containers for Data Science and Reproducible Research

Duration	7 hours
Year	2021
Level	Beginner
Certificate	Yes
Quizzes	Yes

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MANOJ KUMAR – February 26, 2021
super awesome course and very easy to follow… thanks Mate!
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