Core Spark with Scala [2017, ENG] torrent

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Core Spark with Scala
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Год выпуска: 2017
Производитель: Udemy
Сайт производителя: www.udemy.com
Продолжительность: 07:16:58
Тип раздаваемого материала: Видеоурок
Язык: Английский
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Описание: Узнайте, как создавать приложения на основе Spark, используя Scala в качестве языка программирования
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Spark is in memory distributed computing framework in Big Data eco system and Scala is programming language. It is one of the hottest technologies in Big Data as of today. This course will cover how to use Spark core APIs to develop applications using Scala as programming language. The methodology of the course will be hands on where students are expected to watch the content and practice hands on. Most of the content will be in videos, where ever it is necessary code snippets are shared. Material will be around 3 to 4 hours but it might take longer for the students to finish the course as it includes downloading files, practicing etc.
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├── 01 Getting started
│ ├── 001 Spark and Scala introduction.mp4
│ └── 002 Setup Spark on Mac.mp4
├── 02 Architecture and Concepts
│ ├── 003 Introduction.mp4
│ ├── 004 Architecture Overview.mp4
│ ├── 005 Cluster Modes.mp4
│ ├── 006 Modules Overview.mp4
│ ├── 007 Documentation Overview.mp4
│ └── 008 Concepts Overview.mp4
├── 03 Setup Scala IDE for Eclipse
│ ├── 009 Setup Eclipse with Maven.mp4
│ ├── 010 Develop simple java application.mp4
│ ├── 011 Setup Scala and sbt - Introduction.mp4
│ ├── 012 Setup and Validate scala.mp4
│ ├── 013 Run simple scala application.mp4
│ ├── 014 Setup sbt and run scala application.mp4
│ ├── 015 Setup Scala IDE for Eclipse - Introduction.mp4
│ ├── 016 Install Scala IDE for Eclipse.mp4
│ ├── 017 Run simple scala application using Scala IDE.mp4
│ ├── 018 Integrate sbt with Scala IDE for Eclipse.mp4
│ ├── 019 Develop Spark applications using Scala IDE - Introduction.mp4
│ ├── 020 Develop Spark applications using Scala IDE and sbt.mp4
│ └── 021 Run Spark applications on cluster.mp4
├── 04 Spark Context Configuration and Externalizing Parameters
│ ├── 022 Introduction.mp4
│ ├── 023 Spark Configuration.mp4
│ ├── 024 Spark Context.mp4
│ ├── 025 Develop word count program.mp4
│ └── 026 Externalizing Parameters.mp4
└── 05 Develop Spark application using Scala
├── 027 Transformations and Actions - Overview.mp4
├── 028 Understanding dataset and data model.mp4
├── 029 Define problem statement - introduction.mp4
├── 030 Define problem statement and design.mp4
├── 031 Reading data from files - Introduction.mp4
├── 032 Reading data for orders and order_items.mp4
├── 033 Applying simple transformations - Introduction.mp4
├── 034 Filter for completed orders - filter transformation.mp4
├── 035 Extract required fields - map transformation.mp4
├── 036 Generate revenue per order - reduceByKey transformation.mp4
├── 037 Joining data sets - Introduction.mp4
├── 038 Join orders and order_items.mp4
├── 039 Compute average revenue - Introduction.mp4
├── 040 Compute total revenue and total orders for each day - aggregateByKey.mp4
├── 041 Compute average revenue.mp4
├── 042 Sorting data by order_date - sortByKey.mp4
├── 043 Save output to file system.mp4
├── 044 Build and run the application - Introduction.mp4
├── 045 Run application using Scala IDE.mp4
└── 046 Build and run application on remote cluster.mp4
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Файлы примеров: отсутствуют
Формат видео: MP4
Видео : AVC, 1920x1080, 1280x720 (16:9), 30.000 fps, ~2 140 Kbps avg, 0.034 bit/pixel
Аудио: 48.0 KHz, AAC LC, 2 ch, ~192 Kbps
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