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Mastering Python for Bioinformatics

Mastering Python for Bioinformatics

by Ken Youens-Clark

Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented, tested, ...

Price:  $64.90  |  Publisher:  O'Reilly Media  |  Release:  2021

Practical Machine Learning for Computer Vision

Practical Machine Learning for Computer Vision

by Valliappa Lakshmanan, Martin Görner, Ryan Gillard

This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data p...

Price:  $59.54  |  Publisher:  O'Reilly Media  |  Release:  2021

Visualizing Data in R 4

Visualizing Data in R 4

by Margot Tollefson

Master the syntax for working with R's plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in graphics and stats. This book will take advantage of the new features added to R 4 where appropriate including a refres...

Price:  $40.95  |  Publisher:  Apress  |  Release:  2021

Beginning Machine Learning in the Browser

Beginning Machine Learning in the Browser

by Suryadevara Nagender Kumar

Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as JavaScript to work with more approachable, fundamental...

Price:  $29.04  |  Publisher:  Apress  |  Release:  2021

Data Science at the Command Line, 2nd Edition

Data Science at the Command Line, 2nd Edition

by Jeroen Janssens

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools-useful whether you work with Win...

Price:  $48.49  |  Publisher:  O'Reilly Media  |  Release:  2021

Python and R for the Modern Data Scientist

Python and R for the Modern Data Scientist

by Rick Scavetta, Boyan Angelov

Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the field. This book guides data scientists from the Python and R communities along the path to becoming bilingual. By recognizing the strengths of both languages, you'll discover new ways to accomplish data science tasks and expand your skill set.Authors...

Price:  $47.43  |  Publisher:  O'Reilly Media  |  Release:  2021

Tableau Desktop Pocket Reference

Tableau Desktop Pocket Reference

by Ryan Sleeper

In a crowded field of data visualization and analytics tools, Tableau Desktop has emerged as the clear leader. This is partly due to its ease of use, but once you dive into Tableau's extensive feature set, you'll understand just how powerful and flexible this software can be for your business or organization.With this handy pocket reference, author Ryan Sleeper (Innovative Tableau) shows you how to translat...

Price:  $18.65  |  Publisher:  O'Reilly Media  |  Release:  2021

Get Programming with Scala

Get Programming with Scala

by Daniela Sfregola

Scala is a multi-style programming language for the JVM that supports both object-oriented and functional programming. Master Scala, and you'll be well-equipped to match your programming approach to the type of problem you're dealing with. Packed with examples and exercises, Get Programming with Scala is the perfect starting point for developers with some OO knowledge who want to learn Scala and pick up a f...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2021

API Design Patterns

API Design Patterns

by JJ Geewax

API Design Patterns reveals best practices for building stable, user-friendly APIs. These design patterns can be applied to solve common API problems and flexibly altered to fit your specific needs. Hands-on examples and relevant use-cases illustrate patterns for API fundamentals, advanced functionalities, and even uncommon scenarios.APIs are contracts that define how applications, services, and components ...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2021

Designing Cloud Data Platforms

Designing Cloud Data Platforms

by Danil Zburivsky, Lynda Partner

Centralized data warehouses, the long-time defacto standard for housing data for analytics, are rapidly giving way to multi-faceted cloud data platforms. Companies that embrace modern cloud data platforms benefit from an integrated view of their business using all of their data and can take advantage of advanced analytic practices to drive predictions and as yet unimagined data services. Designing Cloud Dat...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2021

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