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Spark Connection
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Book Synopsis SPARK CONNECTION by : CHRONICLE BOOKS.
Download or read book SPARK CONNECTION written by CHRONICLE BOOKS. and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Spark Romance written by Chronicle Books and published by Chronicle Books. This book was released on 2018-09-11 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Romance in a box: the gift of simple, meaningful strategies to kindle a spark and break up the routine in a pick-me-up package. Filled with conversation starters, fun date ideas, and ways to express love that will deepen a connection and spark intimacy. Sweet and not overtly sexy, these prompts will shake up the routine for couples at any stage in their relationship. Includes 50 faux matchsticks with printed prompts. Fans of After Amusements: Truth or Dare for Couples or Sexy Truth or Dare will love this gift. This gift is ideal for: • New couples • Newlyweds • Anyone seeking romance
Book Synopsis Mastering Spark with R by : Javier Luraschi
Download or read book Mastering Spark with R written by Javier Luraschi and published by "O'Reilly Media, Inc.". This book was released on 2019-10-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions
Book Synopsis Spark in Action by : Jean-Georges Perrin
Download or read book Spark in Action written by Jean-Georges Perrin and published by Simon and Schuster. This book was released on 2020-05-12 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you’ll learn to take advantage of Spark’s core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Spark skills are a hot commodity in enterprises worldwide, and with Spark’s powerful and flexible Java APIs, you can reap all the benefits without first learning Scala or Hadoop. Foreword by Rob Thomas. About the technology Analyzing enterprise data starts by reading, filtering, and merging files and streams from many sources. The Spark data processing engine handles this varied volume like a champ, delivering speeds 100 times faster than Hadoop systems. Thanks to SQL support, an intuitive interface, and a straightforward multilanguage API, you can use Spark without learning a complex new ecosystem. About the book Spark in Action, Second Edition, teaches you to create end-to-end analytics applications. In this entirely new book, you’ll learn from interesting Java-based examples, including a complete data pipeline for processing NASA satellite data. And you’ll discover Java, Python, and Scala code samples hosted on GitHub that you can explore and adapt, plus appendixes that give you a cheat sheet for installing tools and understanding Spark-specific terms. What's inside Writing Spark applications in Java Spark application architecture Ingestion through files, databases, streaming, and Elasticsearch Querying distributed datasets with Spark SQL About the reader This book does not assume previous experience with Spark, Scala, or Hadoop. About the author Jean-Georges Perrin is an experienced data and software architect. He is France’s first IBM Champion and has been honored for 12 consecutive years. Table of Contents PART 1 - THE THEORY CRIPPLED BY AWESOME EXAMPLES 1 So, what is Spark, anyway? 2 Architecture and flow 3 The majestic role of the dataframe 4 Fundamentally lazy 5 Building a simple app for deployment 6 Deploying your simple app PART 2 - INGESTION 7 Ingestion from files 8 Ingestion from databases 9 Advanced ingestion: finding data sources and building your own 10 Ingestion through structured streaming PART 3 - TRANSFORMING YOUR DATA 11 Working with SQL 12 Transforming your data 13 Transforming entire documents 14 Extending transformations with user-defined functions 15 Aggregating your data PART 4 - GOING FURTHER 16 Cache and checkpoint: Enhancing Spark’s performances 17 Exporting data and building full data pipelines 18 Exploring deployment
Book Synopsis Impact Networks by : David Ehrlichman
Download or read book Impact Networks written by David Ehrlichman and published by Berrett-Koehler Publishers. This book was released on 2021-10-12 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide shows how to facilitate collaboration among diverse individuals and organizations to navigate complexity and create change in our interconnected world. The social and environmental challenges we face today are not only complex, they are also systemic and structural and have no obvious solutions. They require diverse combinations of people, organizations, and sectors to coordinate actions and work together even when the way forward is unclear. Even so, collaborative efforts often fail because they attempt to navigate complexity with traditional strategic plans, created by hierarchies that ignore the way people naturally connect. By embracing a living-systems approach to organizing, impact networks bring people together to build relationships across boundaries; leverage the existing work, skills, and motivations of the group; and make progress amid unpredictable and ever-changing conditions. As a powerful and flexible organizing system that can span regions, organizations, and silos of all kinds, impact networks underlie some of the most impressive and large-scale efforts to create change across the globe. David Ehrlichman draws on his experience as a network builder; interviews with dozens of network leaders; and insights from the fields of network science, community building, and systems thinking to provide a clear process for creating and developing impact networks. Given the increasing complexity of our society and the issues we face, our ability to form, grow, and work through networks has never been more essential.
Download or read book Learning Spark written by Jules S. Damji and published by O'Reilly Media. This book was released on 2020-07-16 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data is bigger, arrives faster, and comes in a variety of formats—and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark. Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, you’ll be able to: Learn Python, SQL, Scala, or Java high-level Structured APIs Understand Spark operations and SQL Engine Inspect, tune, and debug Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and streaming data using Structured Streaming Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models using MLflow
Book Synopsis Mastering Spark with R by : Javier Luraschi
Download or read book Mastering Spark with R written by Javier Luraschi and published by O'Reilly Media. This book was released on 2019-10-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions
Download or read book Spark written by John J. Ratey and published by Little, Brown Spark. This book was released on 2008-01-10 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bestselling author and renowned psychiatrist Dr. Ratey presents a groundbreaking and fascinating investigation into the transformative effects of exercise on the brain.
Book Synopsis Spark: The Definitive Guide by : Bill Chambers
Download or read book Spark: The Definitive Guide written by Bill Chambers and published by "O'Reilly Media, Inc.". This book was released on 2018-02-08 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation
Download or read book SPARK GRACE written by CHRONICLE BOOKS. and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Spark written by Timothy J. Jorgensen and published by Princeton University Press. This book was released on 2023-06-06 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fresh look at electricity and its powerful role in life on Earth When we think of electricity, we likely imagine the energy humming inside our home appliances or lighting up our electronic devices—or perhaps we envision the lightning-streaked clouds of a stormy sky. But electricity is more than an external source of power, heat, or illumination. Life at its essence is nothing if not electrical. The story of how we came to understand electricity’s essential role in all life is rooted in our observations of its influences on the body—influences governed by the body’s central nervous system. Spark explains the science of electricity from this fresh, biological perspective. Through vivid tales of scientists and individuals—from Benjamin Franklin to Elon Musk—Timothy Jorgensen shows how our views of electricity and the nervous system evolved in tandem, and how progress in one area enabled advancements in the other. He explains how these developments have allowed us to understand—and replicate—the ways electricity enables the body’s essential functions of sight, hearing, touch, and movement itself. Throughout, Jorgensen examines our fascination with electricity and how it can help or harm us. He explores a broad range of topics and events, including the Nobel Prize–winning discoveries of the electron and neuron, the history of experimentation involving electricity’s effects on the body, and recent breakthroughs in the use of electricity to treat disease. Filled with gripping adventures in scientific exploration, Spark offers an indispensable look at electricity, how it works, and how it animates our lives from within and without.
Download or read book Learning Spark written by Holden Karau and published by "O'Reilly Media, Inc.". This book was released on 2015-01-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning.--
Download or read book Spark Magic written by Chronicle Books and published by Chronicle Books. This book was released on 2019-07-02 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: These faux matchsticks offer simple rituals and practices for channeling inner strength and listening to intuition. For anyone who wants to work their magic, this dreamy foil-covered box will kindle the spark.
Book Synopsis Spark Happiness by : Chronicle Books
Download or read book Spark Happiness written by Chronicle Books and published by Chronicle Books. This book was released on 2018-09-11 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Happiness in a box: Full of inspiring ideas for sharing and cultivating moments of joy, appreciating bright spots, and celebrating the everyday. This petite and sweet box of prompts makes an excellent gift. It's the gift of inspiration, with prompts that will inspire a joyful outlook and everyday wonder- making it a great way to affordably give the gift of a new perspective and fresh discoveries. Includes 50 faux matchsticks with printed prompts. Fans of After Dinner Amusements: Family Time and You Make Everything Better will love this gift. This gift is ideal for: • Hostesses • Housewarming • Stocking stuffer • Milestone birthdays • Party favor
Book Synopsis Spark Gratitude by : CHRONICLE BOOKS.
Download or read book Spark Gratitude written by CHRONICLE BOOKS. and published by . This book was released on 2020-08-04 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: This shimmering matchbox contains 50 faux matchsticks with prompts for appreciating your surroundings, expressing thanks, and giving back. It's a unique way to light up the everyday. BEAUTIFUL BOX: Slide open the shimmering foil box to reveal faux decorative matchsticks. It's an eye-catching package that looks gorgeous on your nightstand or desk. BE HAPPIER AND HEALTHIER: A regular gratitude practice can improve overall well-being. This box makes it easy! And if you're already keeping a gratitude journal, Spark Gratitude can enhance this habit with new, fresh ideas. A GREAT GIFT: Full of ways to practice gratitude, this unique, beautiful box makes a sweet stocking stuffer, thank-you gift, or a thoughtful way to kick off the New Year--for both men and women. SAMPLE PROMPTS: Start each morning with a list of three things you are thankful for. Think about the things, pastimes, or people that give your life meaning. Call someone for no reason other than to thank them for being in your life. INCLUDES: 50 kraft-paper faux matchsticks in foil-stamped box tray with sleeve
Book Synopsis Official Gazette of the United States Patent Office by : United States. Patent Office
Download or read book Official Gazette of the United States Patent Office written by United States. Patent Office and published by . This book was released on 1969 with total page 1808 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Dyke's Automobile and Gasoline Engine Encyclopedia by : Andrew Lee Dyke
Download or read book Dyke's Automobile and Gasoline Engine Encyclopedia written by Andrew Lee Dyke and published by . This book was released on 1919 with total page 964 pages. Available in PDF, EPUB and Kindle. Book excerpt: