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Hadoop for .NET DevelopersГод выпуска: 2016
Производитель: Pluralsight
Автор: Elton Stoneman
Продолжительность: 2h 53m
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: Big Data is becoming part of every company, and Hadoop is the core technology for storing and accessing huge quantities of data. This course will teach you how to use Hadoop in the Microsoft world - running on Windows and using .NET to write queries.
Big Data is an established discipline, and every company can benefit from storing and analyzing large amounts of data to improve their products and services. Hadoop is the key technology in Big Data, but it's too often seen as something which is only for Java and Linux people. This course, Hadoop for .NET Developers, will teach you how to use this key technology. First, you'll learn how to bring Hadoop into a Microsoft environment. You'll also discover how to run the services on Windows and create fast, understandable MapReduce queries in .NET using C#. The course takes a proof-of-concept approach, demonstrating how to evaluate Hadoop on Windows with .NET and .NET Core. By the end of the course, you'll be able to start your own Hadoop journey with confidence.
Big Data является дисциплиной, и каждая компания может извлечь выгоду из хранения и анализа больших объемов данных, чтобы улучшить свои продукты и услуги. Hadoop является ключевой технологией в больших данных, но это слишком часто рассматривается как нечто только для Java и Linux людей. Этот курс, Hadoop для .NET разработчиков, научит вас, как использовать эту технологию ключа. Во-первых, вы узнаете, как принести Hadoop в среде Microsoft. Вы также узнаете, как запустить службы на Windows, и создавать быстрые, понятные запросы MapReduce в .NET с помощью C #. Курс занимает доказательство правильности концепции подхода, демонстрируя, как оценивать Hadoop на Windows, с .NET и .NET Core. К концу курса, вы будете иметь возможность начать свой собственный Hadoop путешествие с уверенностью.
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FileName Size Length Bit rate Data rate Resolution Frame Rate Parent Folder
01.Course Overview 3.09 MB 00:01:14 95kbps 250.00 1280x720 30 frames/second 01.Course Overview
01.Introducing the Course 3.24 MB 00:02:12 64kbps 137.00 1280x720 25 frames/second 02.Introducing Hadoop
02.HDFS - The Hadoop Distributed File System 4.82 MB 00:03:18 66kbps 134.00 1280x720 25 frames/second 02.Introducing Hadoop
03.Storing and Accessing Data with HDFS 15.7 MB 00:05:14 67kbps 350.00 1280x720 25 frames/second 02.Introducing Hadoop
04.YARN - Yet Another Resource Negotiator 4.52 MB 00:03:31 65kbps 110.00 1280x720 25 frames/second 02.Introducing Hadoop
05.Querying Hadoop Data with YARN 14.5 MB 00:04:19 63kbps 402.00 1280x720 25 frames/second 02.Introducing Hadoop
06.The MapReduce Programming Style 5.34 MB 00:04:05 66kbps 112.00 1280x720 25 frames/second 02.Introducing Hadoop
07.Building a MapReduce Program in Java 15.0 MB 00:03:58 67kbps 458.00 1280x720 25 frames/second 02.Introducing Hadoop
08.How Hadoop Scales Out 5.41 MB 00:04:00 67kbps 118.00 1280x720 25 frames/second 02.Introducing Hadoop
09.How Hadoop Handles Failure 5.99 MB 00:04:07 66kbps 132.00 1280x720 25 frames/second 02.Introducing Hadoop
10.Module Summary 4.41 MB 00:03:15 66kbps 119.00 1280x720 25 frames/second 02.Introducing Hadoop
01.Running Hadoop on Windows 3.85 MB 00:02:39 65kbps 133.00 1280x720 25 frames/second 03.Running Hadoop on Windows
02.Hadoop in Docker 4.34 MB 00:03:05 66kbps 126.00 1280x720 25 frames/second 03.Running Hadoop on Windows
03.Running a Dockerized Hadoop Cluster 12.0 MB 00:04:06 95kbps 312.00 1280x720 25 frames/second 03.Running Hadoop on Windows
04.Hortonworks Data Platform 3.89 MB 00:02:37 68kbps 135.00 1280x720 25 frames/second 03.Running Hadoop on Windows
05.Installing and Running HDP 12.9 MB 00:04:29 85kbps 315.00 1280x720 25 frames/second 03.Running Hadoop on Windows
06.Syncfusion Big Data Platform 2.38 MB 00:01:38 67kbps 132.00 1280x720 25 frames/second 03.Running Hadoop on Windows
07.Installing and Running Syncfusion 12.4 MB 00:03:54 95kbps 346.00 1280x720 25 frames/second 03.Running Hadoop on Windows
08.Hadoop on Azure HDInsight 4.89 MB 00:03:19 67kbps 134.00 1280x720 25 frames/second 03.Running Hadoop on Windows
09.Creating and Using Hadoop on HDInsight 15.9 MB 00:04:38 95kbps 381.00 1280x720 25 frames/second 03.Running Hadoop on Windows
10.Module Summary 6.06 MB 00:03:50 67kbps 149.00 1280x720 25 frames/second 03.Running Hadoop on Windows
01.Writing MapReduce Jobs in .NET 3.49 MB 00:02:13 95kbps 120.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
02.The Hadoop Streaming API 4.25 MB 00:03:00 95kbps 98.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
03..NET Framework Mappers and Reducers 17.5 MB 00:05:05 95kbps 382.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
04.Shipping Dependencies with Streaming 3.36 MB 00:02:36 95kbps 81.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
05.Hadoop Streaming with .NET Framework Apps 12.0 MB 00:03:51 95kbps 338.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
06.The Microsoft Hadoop SDK for .NET 4.03 MB 00:02:11 96kbps 158.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
07.Hadoop Streaming with the .NET SDK 24.2 MB 00:06:11 95kbps 447.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
08..NET Core Mappers and Reducers 4.21 MB 00:02:32 95kbps 133.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
09.Hadoop Streaming with .NET Core Apps 12.1 MB 00:03:59 95kbps 326.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
10.Module Summary 8.41 MB 00:05:20 95kbps 120.00 1280x720 25 frames/second 04.Working with Hadoop in .NET
01.Enhancing MapReduce Performance and Traceability 3.55 MB 00:02:10 95kbps 129.00 1280x720 25 frames/second 05.Querying Data with MapReduce
02.The Hadoop Distributed Cache 5.51 MB 00:03:22 95kbps 129.00 1280x720 25 frames/second 05.Querying Data with MapReduce
03.Using the Distributed Cache with .NET Streaming Jobs 16.0 MB 00:04:29 96kbps 400.00 1280x720 25 frames/second 05.Querying Data with MapReduce
04.Combiners in MapReduce Jobs 3.63 MB 00:02:38 95kbps 93.00 1280x720 25 frames/second 05.Querying Data with MapReduce
05.Running a .NET Combiner in Hadoop Streaming 6.09 MB 00:02:01 95kbps 323.00 1280x720 25 frames/second 05.Querying Data with MapReduce
06.Using Multiple Reducer Taaks in a Job 3.57 MB 00:02:34 95kbps 95.00 1280x720 25 frames/second 05.Querying Data with MapReduce
07.Configuring Streaming Jobs to use Multiple Reducers 12.3 MB 00:03:08 95kbps 449.00 1280x720 25 frames/second 05.Querying Data with MapReduce
08.Recording Progress with Hadoop Job Counters 3.67 MB 00:02:27 95kbps 110.00 1280x720 25 frames/second 05.Querying Data with MapReduce
09.Incrementing Counters and Logging from .NET 14.1 MB 00:04:13 95kbps 369.00 1280x720 25 frames/second 05.Querying Data with MapReduce
10.Module Summary 6.14 MB 00:03:50 95kbps 124.00 1280x720 25 frames/second 05.Querying Data with MapReduce
01.Introducing the Hadoop Ecosystem 4.81 MB 00:02:27 95kbps 175.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
02.Hive - the SQL Facade Over Big Data 4.00 MB 00:02:27 95kbps 129.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
03.Using Hive with HDFS and .NET Core 17.0 MB 00:04:58 95kbps 381.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
04.HBase - the Real-time Big Data No-SQL Database 4.50 MB 00:02:37 95kbps 141.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
05.Using HBase and Accessing HBase from Hive 11.6 MB 00:03:57 94kbps 313.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
06.Thrift - the Language-neutral Server Definition 3.97 MB 00:02:21 95kbps 137.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
07.Accessing HBase from .NET Using Thrift 15.9 MB 00:03:47 95kbps 489.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
08.Spark - In-memory Fast Querying for Hadoop 4.01 MB 00:02:25 95kbps 132.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
09.Using Spark with Python and Jupyter 11.1 MB 00:04:07 94kbps 279.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
10.Module and Course Summary 5.79 MB 00:03:03 94kbps 166.00 1280x720 25 frames/second 06.Navigating the Hadoop Ecosystem
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Файлы примеров: отсутствуют
Формат видео: MP4
Видео: mpeg-4 AVC, 25 fps, 1280x720, ~220 kbps
Аудио: mp4a aac, 63~96kbps, 44.1kHz, Stereo
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Course contains Slides, Code and Subtitles