Julia for data analysis / Bogumił Kamiński ; foreword by Viral Shah.
Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more. Julia was designed for the unique needs of data scientists: it's expressive and easy-to-use whilst also delivering super-fast code exe...
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Full Text (via O'Reilly/Safari) |
|---|---|
| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Shelter Island, NY :
Manning Publications,
[2023]
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| Edition: | [First edition]. |
| Subjects: |
MARC
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| 245 | 1 | 0 | |a Julia for data analysis / |c Bogumił Kamiński ; foreword by Viral Shah. |
| 250 | |a [First edition]. | ||
| 264 | 1 | |a Shelter Island, NY : |b Manning Publications, |c [2023] | |
| 300 | |a 1 online resource (472 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 500 | |a Includes index. | ||
| 520 | |a Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more. Julia was designed for the unique needs of data scientists: it's expressive and easy-to-use whilst also delivering super-fast code execution. Julia for Data Analysis shows you how to take full advantage of this amazing language to read, write, transform, analyze, and visualize data--everything you need for an effective data pipeline. It's written by Bogumił Kamiński, one of the top contributors to Julia, #1 Julia answerer on StackOverflow, and a lead developer of Julia's core data package DataFrames.jl. Its engaging hands-on projects get you into the action quickly. Plus, you'll even be able to turn your new Julia skills to general purpose programming! Julia for Data Analysis teaches you how to handle core data analysis tasks with the Julia programming language. You'll start by reviewing language fundamentals as you practice techniques for data transformation, visualizations, and more. Then, you'll master essential data analysis skills through engaging examples like examining currency exchange, interpreting time series data, and even exploring chess puzzles. Along the way, you'll learn to easily transfer existing data pipelines to Julia. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 650 | 0 | |a Julia (Computer program language) | |
| 650 | 0 | |a Data structures (Computer science) | |
| 650 | 0 | |a Dynamic programming. | |
| 650 | 7 | |a Data structures (Computer science) |2 fast | |
| 650 | 7 | |a Dynamic programming |2 fast | |
| 650 | 7 | |a Julia (Computer program language) |2 fast | |
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