The Spark In The Clod
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The Spark In The Clod
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Author : Jabez Thomas Sunderland
language : en
Publisher:
Release Date : 1902
The Spark In The Clod written by Jabez Thomas Sunderland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1902 with Evolution categories.
The Spark In The Clod
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Author : Jabez Thomas Sunderland
language : en
Publisher:
Release Date :
The Spark In The Clod written by Jabez Thomas Sunderland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Evolution categories.
The Spark In The Clod
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Author : Jabez Thomas Sunderland
language : en
Publisher:
Release Date : 1909
The Spark In The Clod written by Jabez Thomas Sunderland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1909 with Evolution categories.
The Spark In The Clod Or The Effects Of Evolution Upon Religious Thought
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Author : Jabez Thomas Sunderland
language : en
Publisher:
Release Date : 1908
The Spark In The Clod Or The Effects Of Evolution Upon Religious Thought written by Jabez Thomas Sunderland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1908 with Evolution categories.
Big Data Processing Using Spark In Cloud
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Author : Mamta Mittal
language : en
Publisher: Springer
Release Date : 2018-06-16
Big Data Processing Using Spark In Cloud written by Mamta Mittal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-16 with Computers categories.
The book describes the emergence of big data technologies and the role of Spark in the entire big data stack. It compares Spark and Hadoop and identifies the shortcomings of Hadoop that have been overcome by Spark. The book mainly focuses on the in-depth architecture of Spark and our understanding of Spark RDDs and how RDD complements big data’s immutable nature, and solves it with lazy evaluation, cacheable and type inference. It also addresses advanced topics in Spark, starting with the basics of Scala and the core Spark framework, and exploring Spark data frames, machine learning using Mllib, graph analytics using Graph X and real-time processing with Apache Kafka, AWS Kenisis, and Azure Event Hub. It then goes on to investigate Spark using PySpark and R. Focusing on the current big data stack, the book examines the interaction with current big data tools, with Spark being the core processing layer for all types of data. The book is intended for data engineers and scientists working on massive datasets and big data technologies in the cloud. In addition to industry professionals, it is helpful for aspiring data processing professionals and students working in big data processing and cloud computing environments.
The Clod Hoppin Judge
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Author : Judge Gerald Parker Brown
language : en
Publisher: iUniverse
Release Date : 2011-04-04
The Clod Hoppin Judge written by Judge Gerald Parker Brown and has been published by iUniverse this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-04 with Biography & Autobiography categories.
It was a hot August day in 1920 when a man rode on horseback away from his forty-acre Arkansas farm to fetch a doctor. His son, Gerald Brown, was about to be born. A short time later as he gazed at the tiny baby in his arms, he had no idea that Gerald would one day be the first in his family to graduate high school and collegeeventually becoming become a trial lawyer and a state Supreme Court judge. In his compelling narrative that details his fascinating life story, Gerald shares a chronological glimpse into what it was like to grow up on a farm where his father plowed with mules. He attended a one-room school, rode a work horse seven miles to high school, and took a bath only one night a week. Even as the devastation of the Great Depression loomed around him, Gerald nurtured a dream to become something morea dream that led him to serving as a marine in World War II and later attending college on the GI Bill. The Clod-Hoppin Judge: Memoirs of Judge Gerald Parker Brown is the inspirational story of how an Arkansas farm boy overcame insurmountable odds to achieve professional success and personal fulfillment.
Spark The Definitive Guide
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Author : Bill Chambers
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2018-02-08
Spark The Definitive Guide written by Bill Chambers and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-08 with Computers categories.
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
Beginning Apache Spark Using Azure Databricks
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Author : Robert Ilijason
language : en
Publisher: Apress
Release Date : 2020-06-11
Beginning Apache Spark Using Azure Databricks written by Robert Ilijason and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-11 with Business & Economics categories.
Analyze vast amounts of data in record time using Apache Spark with Databricks in the Cloud. Learn the fundamentals, and more, of running analytics on large clusters in Azure and AWS, using Apache Spark with Databricks on top. Discover how to squeeze the most value out of your data at a mere fraction of what classical analytics solutions cost, while at the same time getting the results you need, incrementally faster. This book explains how the confluence of these pivotal technologies gives you enormous power, and cheaply, when it comes to huge datasets. You will begin by learning how cloud infrastructure makes it possible to scale your code to large amounts of processing units, without having to pay for the machinery in advance. From there you will learn how Apache Spark, an open source framework, can enable all those CPUs for data analytics use. Finally, you will see how services such as Databricks provide the power of Apache Spark, without you having to know anything about configuring hardware or software. By removing the need for expensive experts and hardware, your resources can instead be allocated to actually finding business value in the data. This book guides you through some advanced topics such as analytics in the cloud, data lakes, data ingestion, architecture, machine learning, and tools, including Apache Spark, Apache Hadoop, Apache Hive, Python, and SQL. Valuable exercises help reinforce what you have learned. What You Will Learn Discover the value of big data analytics that leverage the power of the cloudGet started with Databricks using SQL and Python in either Microsoft Azure or AWSUnderstand the underlying technology, and how the cloud and Apache Spark fit into the bigger picture See how these tools are used in the real world Run basic analytics, including machine learning, on billions of rows at a fraction of a cost or free Who This Book Is For Data engineers, data scientists, and cloud architects who want or need to run advanced analytics in the cloud. It is assumed that the reader has data experience, but perhaps minimal exposure to Apache Spark and Azure Databricks. The book is also recommended for people who want to get started in the analytics field, as it provides a strong foundation.
Genomics In The Cloud
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Author : Geraldine A. Van der Auwera
language : en
Publisher: O'Reilly Media
Release Date : 2020-04-02
Genomics In The Cloud written by Geraldine A. Van der Auwera and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-02 with Computers categories.
Data in the genomics field is booming. In just a few years, organizations such as the National Institutes of Health (NIH) will host 50+ petabytes—or over 50 million gigabytes—of genomic data, and they’re turning to cloud infrastructure to make that data available to the research community. How do you adapt analysis tools and protocols to access and analyze that volume of data in the cloud? With this practical book, researchers will learn how to work with genomics algorithms using open source tools including the Genome Analysis Toolkit (GATK), Docker, WDL, and Terra. Geraldine Van der Auwera, longtime custodian of the GATK user community, and Brian O’Connor of the UC Santa Cruz Genomics Institute, guide you through the process. You’ll learn by working with real data and genomics algorithms from the field. This book covers: Essential genomics and computing technology background Basic cloud computing operations Getting started with GATK, plus three major GATK Best Practices pipelines Automating analysis with scripted workflows using WDL and Cromwell Scaling up workflow execution in the cloud, including parallelization and cost optimization Interactive analysis in the cloud using Jupyter notebooks Secure collaboration and computational reproducibility using Terra
Genomics In The Azure Cloud
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Author : Colby T. Ford
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-11-14
Genomics In The Azure Cloud written by Colby T. Ford and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-14 with Computers categories.
This practical guide bridges the gap between general cloud computing architecture in Microsoft Azure and scientific computing for bioinformatics and genomics. You'll get a solid understanding of the architecture patterns and services that are offered in Azure and how they might be used in your bioinformatics practice. You'll get code examples that you can reuse for your specific needs. And you'll get plenty of concrete examples to illustrate how a given service is used in a bioinformatics context. You'll also get valuable advice on how to: Use enterprise platform services to easily scale your bioinformatics workloads Organize, query, and analyze genomic data at scale Build a genomics data lake and accompanying data warehouse Use Azure Machine Learning to scale your model training, track model performance, and deploy winning models Orchestrate and automate processing pipelines using Azure Data Factory and Databricks Cloudify your organization's existing bioinformatics pipelines by moving your workflows to Azure high-performance compute services And more