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Lynda Data Analysis on Hadoop

Lynda Data Analysis on Hadoop crack

Released: 6/24/2016
Hadoop is the cloud computing platform data scientists use to perform highly parallelized operations on big data. If you've explored Hadoop, you've probably discovered it has many levels of complexity. After getting comfortable with the fundamentals, you're ready to see how to put additional frameworks and tool sets to use.

In this course, software engineer and data scientist Jack Dintruff goes beyond the basic capabilities of Hadoop. He demonstrates hands-on, project-based, practical skills for analyzing data, including how to use Pig to analyze large datasets and how to use Hive to manage large datasets in distributed storage. Learn how to configure the Hadoop distributed file system (HDFS), perform processing and ingestion using MapReduce, copy data from cluster to cluster, create data summarizations, and compose queries.
Topics include:
  • Setting up and administrating clusters
  • Ingesting data
  • Working with MapReduce, YARN, Pig, and Hive
  • Selecting and aggregating large datasets
  • Defining limits, unions, filters, and joins
  • Writing custom user-defined functions (UDFs)
  • Creating queries and lookups

Hadoop یک علم داده ای است برای پلت فرم محاسباتی فضای ابری که برای انجام عملیات بسیار موازی بر روی داده های بزرگ استفاده میشود. بعد از آشنا شدن با اصول آن برای دیدن نحوه قرار دادن فریم ورک های اضافی و استفاده از ابزار های آن آماده می شوید. در این دوره مهندس نرم افزار و داده Jack Dintruff فراتر از قابلیت های اساسی Hadoop میرود. او مهارت های عملی برای تجزیه و تحلیل داده ها، از جمله نحوه استفاده از Pig برای تجزیه و تحلیل مجموعه داده های بزرگ و نحوه استفاده از Hive برای مدیریت مجموعه داده های بزرگ در ذخیره سازی های توزیع شده نشان میدهد. با نحوه پیکربندی سیستم فایل های توزیع شده هادوپ (HDFS) ، پردازش و مصرف با استفاده از MapReduce، کپی اطلاعات از خوشه، ایجاد خلاصه سازی داده ها، و کوئری ها آشنا می شوید.

این دوره آموزشی محصول موسسه Lynda است.

سرفصل های این دوره:

  • مبانی Hadoop
  • راه اندازی و اداره خوشه
  • انتخاب و جمع آوری مجموعه داده های بزرگ
  • تعریف محدودیت، اتحادیه ها، فیلترها
  • توابع تعریف شده توسط کاربر نوشتن سفارشی (UDFs)
  • ایجاد نمایش داده و جستجوها
  • و…

عنوان دوره: Lynda Data Analysis on Hadoop

مدت دوره: 39 دقیقه

نویسنده: Jack Dintruff

Post Details:
Rate : 3.0/5 based on 10
Download: 32
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Categories: Tutorials
License: FULL CRACKED

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