Download or read book A Second Spark written by Angel Devlin and published by Angel Devlin. This book was released on 2020-05-18 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: An unputdownable slow burn heart-wrenching second chance romance by author Angel Devlin. When the light of your life flickers out, can a compassionate electrician reignite the spark? One tragic day brings Becca Staveley to her knees, her beloved husband gone. But her nightmare is just beginning as secrets from his past threaten everything she’s ever known. Callum Waite has secrets of his own. Closed off from love, he feels more comfortable rewiring houses than fixing hearts. But he can’t forget the girl he met years ago, and as Becca slowly begins to heal, the ice around Callum’s heart begins to thaw. He’s exactly what Becca needs, and she’s everything Callum didn’t know he wanted; but can they survive what life has thrown at them and get another chance at love? A Second Spark is book two in The Waite Brothers Series, standalone novels about family life, set in a small British town, where good guys are looking for their happy ever afters. KEYWORDS: widow romance, steamy, small town, smalltown, small-town, British romance, second chance, second chance angsty romance, family, brothers, drama, heart-wrenching, angst ridden, heartbreak romance, betrayal, friends to lovers, slow burn.
Download or read book Quest for the Spark written by Tom Sniegoski and published by Scholastic Inc.. This book was released on 2011 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the evil Nacht spreads his darkness across the valley, Tom and his friends, the Bone family, desperately try to find the Spark that will heal the Dreaming and save the world.
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
Download or read book Advanced Analytics with Spark written by Sandy Ryza and published by "O'Reilly Media, Inc.". This book was released on 2015-04-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. You’ll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques—classification, collaborative filtering, and anomaly detection among others—to fields such as genomics, security, and finance. If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you’ll find these patterns useful for working on your own data applications. Patterns include: Recommending music and the Audioscrobbler data set Predicting forest cover with decision trees Anomaly detection in network traffic with K-means clustering Understanding Wikipedia with Latent Semantic Analysis Analyzing co-occurrence networks with GraphX Geospatial and temporal data analysis on the New York City Taxi Trips data Estimating financial risk through Monte Carlo simulation Analyzing genomics data and the BDG project Analyzing neuroimaging data with PySpark and Thunder
Download or read book Mastering Apache Spark 2 x written by Romeo Kienzler and published by Packt Publishing Ltd. This book was released on 2017-07-26 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced analytics on your Big Data with latest Apache Spark 2.x About This Book An advanced guide with a combination of instructions and practical examples to extend the most up-to date Spark functionalities. Extend your data processing capabilities to process huge chunk of data in minimum time using advanced concepts in Spark. Master the art of real-time processing with the help of Apache Spark 2.x Who This Book Is For If you are a developer with some experience with Spark and want to strengthen your knowledge of how to get around in the world of Spark, then this book is ideal for you. Basic knowledge of Linux, Hadoop and Spark is assumed. Reasonable knowledge of Scala is expected. What You Will Learn Examine Advanced Machine Learning and DeepLearning with MLlib, SparkML, SystemML, H2O and DeepLearning4J Study highly optimised unified batch and real-time data processing using SparkSQL and Structured Streaming Evaluate large-scale Graph Processing and Analysis using GraphX and GraphFrames Apply Apache Spark in Elastic deployments using Jupyter and Zeppelin Notebooks, Docker, Kubernetes and the IBM Cloud Understand internal details of cost based optimizers used in Catalyst, SystemML and GraphFrames Learn how specific parameter settings affect overall performance of an Apache Spark cluster Leverage Scala, R and python for your data science projects In Detail Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionalities such as graph processing, machine learning, stream processing, and SQL. This book aims to take your knowledge of Spark to the next level by teaching you how to expand Spark's functionality and implement your data flows and machine/deep learning programs on top of the platform. The book commences with an overview of the Spark ecosystem. It will introduce you to Project Tungsten and Catalyst, two of the major advancements of Apache Spark 2.x. You will understand how memory management and binary processing, cache-aware computation, and code generation are used to speed things up dramatically. The book extends to show how to incorporate H20, SystemML, and Deeplearning4j for machine learning, and Jupyter Notebooks and Kubernetes/Docker for cloud-based Spark. During the course of the book, you will learn about the latest enhancements to Apache Spark 2.x, such as interactive querying of live data and unifying DataFrames and Datasets. You will also learn about the updates on the APIs and how DataFrames and Datasets affect SQL, machine learning, graph processing, and streaming. You will learn to use Spark as a big data operating system, understand how to implement advanced analytics on the new APIs, and explore how easy it is to use Spark in day-to-day tasks. Style and approach This book is an extensive guide to Apache Spark modules and tools and shows how Spark's functionality can be extended for real-time processing and storage with worked examples.
Download or read book Machine Learning with Spark Second Edition written by Rajdeep Dua and published by . This book was released on 2016-10-31 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop intelligent machine learning systems with SparkAbout This Book*Get to the grips with the latest version of Apache Spark*Utilize Spark's machine learning library to implement predictive analytics*Leverage Spark's powerful tools to load, analyze, clean, and transform your dataWho This Book Is ForIf you have a basic knowledge of machine learning and want to implement various machine-learning concepts in the context of Spark ML, this book is for you. You should be well versed with the Scala and Python languages.What You Will Learn*Get hands-on with the latest version of Spark ML*Create your first Spark program with Scala and Python*Set up and configure a development environment for Spark on your own computer, as well as on Amazon EC2*Access public machine learning datasets and use Spark to load, process, clean, and transform data*Use Spark's machine learning library to implement programs by utilizing well-known machine learning models*Deal with large-scale text data, including feature extraction and using text data as input to your machine learning models*Write Spark functions to evaluate the performance of your machine learning modelsIn DetailSpark ML is the machine learning module of Spark. It uses in-memory RDDs to process machine learning models faster for clustering, classification, and regression.This book will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. You will start by installing Spark in a single and multinode cluster. Next you'll see how to execute Scala and Python based programs for Spark ML. Then we will take a few datasets and go deeper into clustering, classification, and regression. Toward the end, we will also cover text processing using Spark ML.Once you have learned the concepts, they can be applied to implement algorithms in either green-field implementations or to migrate existing systems to this new platform. You can migrate from Mahout or Scikit to use Spark ML.
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
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 A Spark of Light written by Jodi Picoult and published by Ballantine Books. This book was released on 2018-10-02 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 NEW YORK TIMES BESTSELLER • The author of Small Great Things returns with a powerful and provocative new novel about ordinary lives that intersect during a heart-stopping crisis. “Picoult at her fearless best . . . Timely, balanced and certain to inspire debate.”—The Washington Post The warm fall day starts like any other at the Center—a women’s reproductive health services clinic—its staff offering care to anyone who passes through its doors. Then, in late morning, a desperate and distraught gunman bursts in and opens fire, taking all inside hostage. After rushing to the scene, Hugh McElroy, a police hostage negotiator, sets up a perimeter and begins making a plan to communicate with the gunman. As his phone vibrates with incoming text messages he glances at it and, to his horror, finds out that his fifteen-year-old daughter, Wren, is inside the clinic. But Wren is not alone. She will share the next and tensest few hours of her young life with a cast of unforgettable characters: A nurse who calms her own panic in order to save the life of a wounded woman. A doctor who does his work not in spite of his faith but because of it, and who will find that faith tested as never before. A pro-life protester, disguised as a patient, who now stands in the crosshairs of the same rage she herself has felt. A young woman who has come to terminate her pregnancy. And the disturbed individual himself, vowing to be heard. Told in a daring and enthralling narrative structure that counts backward through the hours of the standoff, this is a story that traces its way back to what brought each of these very different individuals to the same place on this fateful day. One of the most fearless writers of our time, Jodi Picoult tackles a complicated issue in this gripping and nuanced novel. How do we balance the rights of pregnant women with the rights of the unborn they carry? What does it mean to be a good parent? A Spark of Light will inspire debate, conversation . . . and, hopefully, understanding. Praise for A Spark of Light “This is Jodi Picoult at her best: tackling an emotional hot-button issue and putting a human face on it.”—People “Told backward and hour by hour, Jodi Picoult’s compelling narrative deftly explores controversial social issues.”—Us Weekly
Download or read book Quest for the Spark written by Tom Sniegoski and published by . This book was released on 2012 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Twelve-year-old Tom and his cohorts continue their seemingly impossible quest to find the pieces of the Spark that will save Dreaming--and the Waking World--from the evil Nacht.
Download or read book The People of Sparks written by Jeanne DuPrau and published by Random House Books for Young Readers. This book was released on 2004-06-22 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: A modern-day classic. This highly acclaimed adventure series about two friends desperate to save their doomed city has captivated kids and teachers alike for almost fifteen years and has sold over 3.5 MILLION copies! Lina and Doon have led the citizens of Ember to an exciting new world. When they discover a village called Sparks, they are welcomed, fed, and given places to sleep. But the town’s resources are limited and it isn’t long before resentment begins to grow between the two groups. When mysterious acts of vandalism cause tempers to erupt, putting everyone’s lives in danger, it’s up to our two heroes to find the courage to stop the conflict and bring peace. Praise for the City of Ember books: Nominated to 28 State Award Lists! An American Library Association Notable Children’s Book A New York Public Library 100 Titles for Reading and Sharing Selection A Kirkus Reviews Editors’ Choice A Child Magazine Best Children’s Book A Mark Twain Award Winner A William Allen White Children’s Book Award Winner “A realistic post-apocalyptic world. DuPrau’s book leaves Doon and Lina on the verge of undiscovered country and readers wanting more.” —USA Today “An electric debut.” —Publishers Weekly, Starred “While Ember is colorless and dark, the book itself is rich with description.” —VOYA, Starred
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 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. With Spark, you can tackle big datasets quickly through simple APIs in Python, Java, and Scala. This edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates. Written by the developers of Spark, this book will have data scientists and engineers up and running in no time. 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. Quickly dive into Spark capabilities such as distributed datasets, in-memory caching, and the interactive shell Leverage Spark’s powerful built-in libraries, including Spark SQL, Spark Streaming, and MLlib Use one programming paradigm instead of mixing and matching tools like Hive, Hadoop, Mahout, and Storm Learn how to deploy interactive, batch, and streaming applications Connect to data sources including HDFS, Hive, JSON, and S3 Master advanced topics like data partitioning and shared variables
Download or read book The Sexual Spark written by Michael Krychman MD and published by Lulu.com. This book was released on 2016-03-18 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Sexual Spark is a thoughtful, user friendly and common sense guide to essential exercises meant to reignite passion in the bedroom. It is perfect for any and all couples or individuals, young or older, happy or struggling sexually, straight or gay. It will serve to complement those already in counseling, self help minded, or curious and adventurous. Health care professionals will find this an invaluable tool as well. This book is written by two gynecologists and nationally known experts in female sexual health and medical sex therapy.
Download or read book Moth and Spark written by Anne Leonard and published by Penguin. This book was released on 2014-12-30 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A prince with a quest, a beautiful commoner with mysterious powers, and dragons who demand to be freed—at any cost Filled with the potent mix of the supernatural and romance that made A Discovery of Witches a runaway success, Moth and Spark introduces readers to a vibrant world—and a love story they won’t soon forget. Prince Corin has been chosen to free the dragons from their bondage to the power Mycenean Empire, but dragons aren’t big on directions. They have given him some of their power, but none of their knowledge. No one, not the dragons nor their riders, is even sure what keeps the dragons in the Empire’s control. Tam, sensible daughter of a well-respected doctor, had no idea before she arrived in Caithenor that she is a Seer, gifted with visions. When the two run into each other (quite literally) in the library, sparks fly and Corin impulsively asks Tam to dinner. But it’s not all happily ever after. Never mind that the prince isn’t allowed to marry a commoner: war is coming. Torn between his quest to free the dragons and his duty to his country, Tam and Corin must both figure out how to master their powers in order to save Caithen. With a little help from a village of secret wizards and rogue dragonrider, they just might pull it off.
Download or read book Deeper Dating written by Ken Page and published by Shambhala Publications. This book was released on 2014-12-30 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: With exercises, practical tools, and inspiring stories, Deeper Dating will guide you on a journey to find the love—and personal fulfillment—you long for Lose weight. Be confident. Keep your partner guessing. At the end of the day, this soulless approach to dating doesn't lead to love but to insecurity and desperation. In Deeper Dating, Ken Page presents a new path to love. Out of his decades of work as a psychotherapist and his own personal struggle to find love, Page teaches that the greatest magnet for real love lies in our "Core Gifts"—the places of our deepest sensitivity, longing, and passion. Deeper Dating guides us to discover our own Core Gifts and empowers us to express them with courage, generosity, and discrimination in our dating life. When we do this, something miraculous happens: we begin to attract people who love us for who we are, we become more self-assured and emotionally available, and we lose our taste for relationships that chip away at our self-esteem. Without losing a pound, changing our hairstyle, or buying a single new accessory, we find healthy love moving closer . . . Deeper Dating integrates the best of human intimacy theory with timeless spiritual truths and translates them into a practical, step-by-step process.
Download or read book The Horseless Age written by and published by . This book was released on 1915 with total page 972 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book DYKE S AUTOMOBILE AND GASOLINE ENGINE ENCYCLOPEDIA written by A. L. DYKE and published by . This book was released on 1920 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt:
