How Long to Read Docker for Data Science

How Long Does it Take to Read Docker for Data Science?

It takes the average reader 4 hours and 32 minutes to read Docker for Data Science by Joshua Cook

Assuming a reading speed of 250 words per minute. Learn more

Description

Learn Docker "infrastructure as code" technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller. It is not uncommon for a real-world data set to fail to be easily managed. The set may not fit well into access memory or may require prohibitively long processing. These are significant challenges to skilled software engineers and they can render the standard Jupyter system unusable. As a solution to this problem, Docker for Data Science proposes using Docker. You will learn how to use existing pre-compiled public images created by the major open-source technologies—Python, Jupyter, Postgres—as well as using the Dockerfile to extend these images to suit your specific purposes. The Docker-Compose technology is examined and you will learn how it can be used to build a linked system with Python churning data behind the scenes and Jupyter managing these background tasks. Best practices in using existing images are explored as well as developing your own images to deploy state-of-the-art machine learning and optimization algorithms. What You'll Learn Master interactive development using the Jupyter platform Run and build Docker containers from scratch and from publicly available open-source images Write infrastructure as code using the docker-compose tool and its docker-compose.yml file type Deploy a multi-service data science application across a cloud-based system Who This Book Is For Data scientists, machine learning engineers, artificial intelligence researchers, Kagglers, and software developers

How long is Docker for Data Science?

Docker for Data Science by Joshua Cook is 266 pages long, and a total of 68,096 words.

This makes it 90% the length of the average book. It also has 83% more words than the average book.

How Long Does it Take to Read Docker for Data Science Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 12 minutes to read Docker for Data Science aloud.

What Reading Level is Docker for Data Science?

Docker for Data Science is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Docker for Data Science?

Docker for Data Science by Joshua Cook is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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