The Well Grounded Data Analyst
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The Well Grounded Data Analyst
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Author : David Asboth
language : en
Publisher: Simon and Schuster
Release Date : 2025-02-25
The Well Grounded Data Analyst written by David Asboth and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Computers categories.
Complete eight data science projects that lock in important real-world skills—along with a practical process you can use to learn any new technique quickly and efficiently. Data analysts need to be problem solvers—and The Well-Grounded Data Analyst will teach you how to solve the most common problems you'll face in industry. You'll explore eight scenarios that your class or bootcamp won’t have covered, so you can accomplish what your boss is asking for. In The Well-Grounded Data Analyst you'll learn: • High-value skills to tackle specific analytical problems • Deconstructing problems for faster, practical solutions • Data modeling, PDF data extraction, and categorical data manipulation • Handling vague metrics, deciphering inherited projects, and defining customer records The Well-Grounded Data Analyst is for junior and early-career data analysts looking to supplement their foundational data skills with real-world problem solving. As you explore each project, you'll also master a proven process for quickly learning new skills developed by author and Half Stack Data Science podcast host David Asboth. You'll learn how to determine a minimum viable answer for your stakeholders, identify and obtain the data you need to deliver, and reliably present and iterate on your findings. The book can be read cover-to-cover or opened to the chapter most relevant to your current challenges. Foreword by Reuven M. Lerner. About the technology Real world data analysis is messy. Success requires tackling challenges like unreliable data sources, ambiguous requests, and incompatible formats—often with limited guidance. This book goes beyond the clean, structured examples you see in classrooms and bootcamps, offering a step-by-step framework you can use to confidently solve any data analysis problem like a pro. About the book The Well-Grounded Data Analyst introduces you to eight scenarios that every data analyst is bound to face. You’ll practice author David Asboth’s results-oriented approach as you model data by identifying customer records, navigate poorly-defined metrics, extract data from PDFs, and much more! It also teaches you how to take over incomplete projects and create rapid prototypes with real data. Along the way, you’ll build an impressive portfolio of projects you can showcase at your next interview. What's inside • Deconstructing problems • Handling vague metrics • Data modeling • Categorical data manipulation About the reader For early-career data scientists. About the author David Asboth is a data generalist educator, and software architect. He co-hosts the Half Stack Data Science podcast. Table of Contents 1 Bridging the gap between data science training and the real world 2 Encoding geographies 3 Data modeling 4 Metrics 5 Unusual data sources 6 Categorical data 7 Categorical data: Advanced methods 8 Time series data: Data preparation 9 Time series data: Analysis 10 Rapid prototyping: Data analysis 11 Rapid prototyping: Creating the proof of concept 12 Iterating on someone else’s work: Data preparation 13 Iterating on someone else’s work: Customer segmentation A Python installation instructions
The Well Grounded Rubyist
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Author : Joe Leo
language : en
Publisher: Simon and Schuster
Release Date : 2019-03-05
The Well Grounded Rubyist written by Joe Leo and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-05 with Computers categories.
Summary The Well-Grounded Rubyist, Third Edition is a beautifully written tutorial that begins with your first Ruby program and takes you all the way to sophisticated topics like reflection, threading, and recursion. Ruby masters David A. Black and Joe Leo distill their years of knowledge for you, concentrating on the language and its uses so you can use Ruby in any way you choose. Updated for Ruby 2.5. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Designed for developer productivity, Ruby is an easy-to-learn dynamic language perfect for creating virtually any kind of software. Its famously friendly development community, countless libraries, and amazing tools, like the Rails framework, have established it as the language of choice for high-profile companies, including GitHub, SlideShare, and Shopify. The future is bright for the well-grounded Rubyist! About the Book In The Well-Grounded Rubyist, Third Edition, expert authors David A. Black and Joseph Leo deliver Ruby mastery in an easy-to-read, casual style. You'll lock in core principles as you write your first Ruby programs. Then, you'll progressively build up to topics like reflection, threading, and recursion, cementing your knowledge with high-value exercises to practice your skills along the way. What's Inside Basic Ruby syntax Running Ruby extensions FP concepts like currying, side-effect-free code, and recursion Ruby 2.5 updates About the Reader For readers with beginner-level programming skills. About the Authors David A. Black is an internationally known Ruby developer and author, and a cofounder of Ruby Central. Ruby teacher and advocate Joseph Leo III is the founder of Def Method and lead organizer of the Gotham Ruby Conference. Table of Contents PART 1 RUBY FOUNDATIONS Bootstrapping your Ruby literacy Objects, methods, and local variables Organizing objects with classes Modules and program organization The default object (self), scope, and visibility Control-flow techniques PART 2 BUILT-IN CLASSES AND MODULES Built-in essentials Strings, symbols, and other scalar objects Collection and container objects Collections central: Enumerable and Enumerator Regular expressions and regexp-based string operations File and I/O operations PART 3 RUBY DYNAMICS Object individuation Callable and runnable objects Callbacks, hooks, and runtime introspection Ruby and functional programming
Electronic Government
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Author : Maria A. Wimmer
language : en
Publisher: Springer
Release Date : 2009-08-28
Electronic Government written by Maria A. Wimmer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-28 with Computers categories.
The Well Grounded Java Developer Second Edition
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Author : Benjamin Evans
language : en
Publisher: Simon and Schuster
Release Date : 2022-12-27
The Well Grounded Java Developer Second Edition written by Benjamin Evans and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-27 with Computers categories.
Understanding Java from the JVM up gives you a solid foundation to grow your expertise and take on advanced techniques for performance, concurrency, containerization, and more. In The Well-Grounded Java Developer, Second Edition you will learn: The new Java module system and why you should use it Bytecode for the JVM, including operations and classloading Performance tuning the JVM Working with Java’s built-in concurrency and expanded options Programming in Kotlin and Clojure on the JVM Maximizing the benefits from your build/CI tooling with Maven and Gradle Running the JVM in containers Planning for future JVM releases The Well-Grounded Java Developer, Second Edition introduces both the modern innovations and timeless fundamentals you need to know to become a Java master. Authors Ben Evans, Martijn Verburg, and Jason Clark distill their decades of experience as Java Champions, veteran developers, and key contributors to the Java ecosystem into this clear and practical guide. You’ll discover how Java works under the hood and learn design secrets from Java’s long history. Each concept is illustrated with hands-on examples, including a fully modularized application/library and creating your own multithreaded application. Foreword by Heinz Kabutz. About the technology Java is the beating heart of enterprise software engineering. Developers who really know Java can expect easy job hunting and interesting work. Written by experts with years of boots-on-the-ground experience, this book upgrades your Java skills. It dives into powerful features like modules and concurrency models and even reveals some of Java’s deep secrets. About the book With The Well-Grounded Java Developer, Second Edition you will go beyond feature descriptions and learn how Java operates at the bytecode level. Master high-value techniques for concurrency and performance optimization, along with must-know practices for build, test, and deployment. You’ll even look at alternate JVM languages like Kotlin and Clojure. Digest this book and stand out from the pack. What's inside The new Java module system Performance tuning the JVM Maximizing CI/CD with Maven and Gradle Running the JVM in containers Planning for future JVM releases About the reader For intermediate Java developers. About the author Benjamin J. Evans is a senior principal engineer at Red Hat. Martijn Verburg is the principal SWE manager for Microsoft’s Java Engineering Group. Both Benjamin and Martijn are Java Champions. Jason Clark is a principal engineer and architect at New Relic. Table of Contents PART 1 - FROM 8 TO 11 AND BEYOND! 1 Introducing modern Java 2 Java modules 3 Java 17 PART 2 - UNDER THE HOOD 4 Class files and bytecode 5 Java concurrency fundamentals 6 JDK concurrency libraries 7 Understanding Java performance PART 3 - NON-JAVA LANGUAGES ON THE JVM 8 Alternative JVM languages 9 Kotlin 10 Clojure: A different view of programming PART 4 - BUILD AND DEPLOYMENT 11 Building with Gradle and Maven 12 Running Java in containers 13 Testing fundamentals 14 Testing beyond JUnit PART 5 - JAVA FRONTIERS 15 Advanced functional programming 16 Advanced concurrent programming 17 Modern internals 18 Future Java
Water Well And Ground Water Chemical Analysis Data Glasscock County Texas
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Author : Herbert E. Couch
language : en
Publisher:
Release Date : 1972
Water Well And Ground Water Chemical Analysis Data Glasscock County Texas written by Herbert E. Couch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Water quality categories.
The Well Grounded Java Developer
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Author : Benjamin Evans
language : en
Publisher: Simon and Schuster
Release Date : 2012-07-09
The Well Grounded Java Developer written by Benjamin Evans and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-09 with Computers categories.
Summary The Well-Grounded Java Developer offers a fresh and practical look at new Java 7 features, new JVM languages, and the array of supporting technologies you need for the next generation of Java-based software. About the Book The Well-Grounded Java Developer starts with thorough coverage of Java 7 features like try-with-resources and NIO.2. You'll then explore a cross-section of emerging JVM-based languages, including Groovy, Scala, and Clojure. You will find clear examples that are practical and that help you dig into dozens of valuable development techniques showcasing modern approaches to the dev process, concurrency, performance, and much more. Written for readers familiar with Java. No experience with Java 7 or new JVM languages required. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside New Java 7 features Tutorials on Groovy, Scala, and Clojure Discovering multicore processing and concurrency Functional programming with new JVM languages Modern approaches to testing, build, and CI Table of Contents PART 1 DEVELOPING WITH JAVA 7 Introducing Java 7 New I/O PART 2 VITAL TECHNIQUES Dependency Injection Modern concurrency Class files and bytecode Understanding performance tuning PART 3 POLYGLOT PROGRAMMING ON THE JVM Alternative JVM languages Groovy: Java's dynamic friend Scala: powerful and concise Clojure: safer programming PART 4 CRAFTING THE POLYGLOT PROJECT Test-driven development Build and continuous integration Rapid web development Staying well-grounded
The Well Grounded Python Developer
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Author : Doug Farrell
language : en
Publisher: Simon and Schuster
Release Date : 2023-07-18
The Well Grounded Python Developer written by Doug Farrell and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-18 with Computers categories.
The Well-Grounded Python Developer shows you why Python, the world's most popular programming language, is a fantastic tool for professional development. It guides you through the most important skills, like how to name variables, functions, and classes, how to identify and write a good API, and how to use objects. You'll also learn how to deal with inevitable failures, how to make software that connects to the internet, core security practices, and many other professional-grade techniques.
Economic Analysis Of The Conjunctive Use Of Surface Water And Ground Water Of Differing Prices And Qualities
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Author : Mark Alan Boster
language : en
Publisher:
Release Date : 1922
Economic Analysis Of The Conjunctive Use Of Surface Water And Ground Water Of Differing Prices And Qualities written by Mark Alan Boster and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1922 with Agriculture categories.
A Framework For Development Of Data Analysis Protocols For Groundwater Quality Monitoring Systems
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Author : Nadine C. Adkins
language : en
Publisher:
Release Date : 1993
A Framework For Development Of Data Analysis Protocols For Groundwater Quality Monitoring Systems written by Nadine C. Adkins and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Groundwater categories.
Report Of The President S Biomedical Research Panel V 7
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Author : United States. President's Biomedical Research Panel
language : en
Publisher:
Release Date : 1976
Report Of The President S Biomedical Research Panel V 7 written by United States. President's Biomedical Research Panel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with categories.