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Critical Data Literacy

FREE EBOOK - Critical Data Literacy

by Nora Mulvaney, Audrey Wubbenhorst, Amtoj Kaur

A short course for students to increase their proficiency in analyzing and interpreting data visualizations. By completing this short course students will be able to explain the importance of data literacy, identify data visualization issues in order to improve their own skills in data story-telling. The intended outcome of this course is to help students become more discerning and critical users of data, g...

Publisher:  Self-publishing  |  Release:  2022

Pro Data Visualization Using R and JavaScript, 2nd Edition

Pro Data Visualization Using R and JavaScript, 2nd Edition

by Tom Barker, Jon Westfall

Use R 4, RStudio, Tidyverse, and Shiny to interrogate and analyze your data, and then use the D3 JavaScript library to format and display that data in an elegant, informative, and interactive way. You will learn how to gather data effectively, and also how to understand the philosophy and implementation of each type of chart, so as to be able to represent the results visually.With the popularity of the R la...

Price:  $46.21  |  Publisher:  Apress  |  Release:  2022

Microsoft Excel VBA and Macros

Microsoft Excel VBA and Macros

by Bill Jelen, Tracy Syrstad

Use this guide to automate virtually any routine Excel task: save yourself hours, days, maybe even weeks. Make Excel do things you thought were impossible, discover macro techniques you wont find anywhere else, and create automated reports that are amazingly powerful. Bill Jelen and Tracy Syrstad help you instantly visualize information to make it actionable; capture data from anywhere, and use it anywhere;...

Price:  $43.95  |  Publisher:  Microsoft Press  |  Release:  2022

Machine Learning with PySpark, 2nd Edition

Machine Learning with PySpark, 2nd Edition

by Pramod Singh

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable machine learning models, to natural language processing, to recommender systems.Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectr...

Price:  $49.05  |  Publisher:  Apress  |  Release:  2022

Istio in Action

Istio in Action

by Christian E. Posta, Rinor Maloku

Reduce the operational complexity of your microservices with an Istio-powered service mesh! Istio in Action shows you how to implement this powerful new architecture and move your application-networking concerns to a dedicated infrastructure layer. Non-functional concerns stay separate from your application, so your code is easier to understand, maintain, and adapt regardless of programming language. In thi...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2022

Build a Weather Station with Elixir and Nerves

Build a Weather Station with Elixir and Nerves

by Alexander Koutmos, Bruce A. Tate, Frank Hunleth

The Elixir programming language has become a go-to tool for creating reliable, fault-tolerant, and robust server-side applications. Thanks to Nerves, those same exact benefits can be realized in embedded applications. This book will teach you how to structure, build, and deploy production grade Nerves applications to network-enabled devices. The weather station sensor hub project that you will be embarking ...

Price:  $23.18  |  Publisher:  The Pragmatic Programmers  |  Release:  2022

Data Engineering with Google Cloud Platform

Data Engineering with Google Cloud Platform

by Adi Wijaya

With this book, you'll understand how the highly scalable Google Cloud Platform (GCP) enables data engineers to create end-to-end data pipelines right from storing and processing data and workflow orchestration to presenting data through visualization dashboards.Starting with a quick overview of the fundamental concepts of data engineering, you'll learn the various responsibilities of a data engin...

Price:  $49.99  |  Publisher:  Packt Publishing  |  Release:  2022

Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teac...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2022

Data Science Revealed

Data Science Revealed

by Tshepo Chris Nokeri

Get insight into data science techniques such as data engineering and visualization, statistical modeling, machine learning, and deep learning. This book teaches you how to select variables, optimize hyper parameters, develop pipelines, and train, test, and validate machine and deep learning models. Each chapter includes a set of examples allowing you to understand the concepts, assumptions, and procedures ...

Price:  $33.49  |  Publisher:  Apress  |  Release:  2021

Hands-On Data Visualization

Hands-On Data Visualization

by Jack Dougherty, Ilya Ilyankou

Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, and Tableau Public. You'll also gradually learn how to edit open source code templates like Chart.js, Highcharts, and Leaflet on GitHub...

Price:  $44.99  |  Publisher:  O'Reilly Media  |  Release:  2021

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