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Item number: 107748192

Big Data Development with Apache Spark Training

Item number: 107748192

Big Data Development with Apache Spark Training

149,00 180,29 Incl. tax

Order this unique Training E-Learning course Big Data Development with Apache Spark online, 1 year 24/7 access to rich interactive videos and tests.

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Big Data Development with Apache Spark E-Learning

Order this unique E-Learning Big Data Development with Apache Spark course online, 1 year 24/7 access to rich interactive videos, voice, progress monitoring through reports tests.

Apache Spark is an open-source, big data processing framework built around speed, ease of use, and sophisticated analytics. In this learning path, you will learn about Spark SQL, MLlib, and Spark Streaming.

Course content

Getting Started with Apache Spark

Course: 57 Minutes

  • Course Introduction
  • Overview of Apache Spark
  • Downloading and Installing Apache Spark
  • Downloading and Installing Apache Spark on Mac OS
  • Building Spark
  • Working with Spark Shell
  • Linking to Spark
  • Spark Configuration
  • Initializing Apache Spark
  • Running Spark on Clusters

Practice: Using Apache Spark Shell

Course: 5 Minutes

  • Exercise: Use Apache Spark Shell

Apache Spark SQL Introduction

Course: 1 Hour, 7 Minutes

  • Course Introduction
  • Apache Spark SQL Overview
  • SparkSession
  • DataFrames
  • Aggregations
  • SQL Queries
  • Temporary View
  • Datasets
  • JSON Datasets
  • Load/Save Functions
  • Specifying a Data Source
  • Querying with SQL
  • SaveMode
  • Parquet Files
  • Persistent Tables
  • Partitioning

Practice: Using Spark SQL

Course: 3 Minutes

  • Exercise: Use Spark SQL

Introduction to Spark Streaming

Course: 1 Hour, 8 Minutes

  • Course Introduction
  • Structured Streaming Overview
  • Stream Input
  • Stream Output
  • Windowing
  • Continuous Applications
  • Deduplication
  • File Sinks
  • Streaming Query
  • Streaming Query Manager
  • Checkpointing
  • Word Count

Practice: Spark Streaming Basics

Course: 5 Minutes

  • Exercise: Identify Spark Streaming Basics

Monitoring Spark Applications

Course: 17 Minutes

  • Course Introduction
  • Web UI
  • Environment Configuration
  • REST API
  • Memory Allocation

Tuning Spark Applications

Course: 38 Minutes

  • Speculation
  • Serialization
  • Memory Tuning
  • Executor Memory
  • Garbage Collection Tuning
  • Parallelism
  • Broadcast Functionality
  • Explain Query Execution
  • Data Compression

Practice: Monitoring Spark Applications

Course: 4 Minutes

  • Exercise: Monitor Spark Applications

Introduction to Spark Security

Course: 33 Minutes

  • Course Introduction
  • Spark UI
  • Secure Event Logs
  • SSL Settings
  • Shared Secret
  • YARN Deployment
  • SASL Encryption
  • Network Security

Practice: Configuring Spark Security

Course: 3 Minutes

  • Exercise: Configure Spark Security
Language English
Qualifications of the Instructor Certified
Course Format and Length Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration 5 Hours
Progress monitoring Yes
Access to Material 365 days
Technical Requirements Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance Helpdesk and online knowledge base 24/7
Certification Certificate of participation in PDF format
Price and costs Course price at no extra cost
Cancellation policy and money-back guarantee We assess this on a case-by-case basis
Award Winning E-learning Yes
Tip! Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.

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