Big Data Development with Apache Spark E-learning
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Order this unique Elearning course Big Data Development with Apache Spark online, 1 year 24/7 access to rich interactive videos and tests.
- E-Learning - Online toegang: 365 dagen
- Taal: Engels (US)
- Certificaat van deelname
- Ordered before 23:00:00, delivered tomorrow
- Gecertificeerde docenten
- Interactieve training + praktijkopdrachten
- Certificaat van deelname
- More information? Contact us about this product
Big Data Development with Apache Spark Elearning
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.
Content
Big Data Development with Apache Spark
Getting Started with Apache Spark
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
5 Minutes
Exercise: Use Apache Spark Shell
Apache Spark SQL
Apache Spark SQL Introduction
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
3 Minutes
Exercise: Use Spark SQL
Structured Streaming
Introduction to Spark Streaming
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
5 Minutes
Exercise: Identify Spark Streaming Basics
Spark Monitoring and Tuning
Monitoring Spark Applications
17 Minutes
Course Introduction
Web UI
Environment Configuration
REST API
Memory Allocation
Tuning Spark Applications
38 Minutes
Speculation
Serialization
Memory Tuning
Executor Memory
Garbage Collection Tuning
Parallelism
Broadcast Functionality
Explain Query Execution
Data Compression
Practice: Monitoring Spark Applications
4 Minutes
Exercise: Monitor Spark Applications
Spark Security
Spark UI
Secure Event Logs
SSL Settings
Shared Secret
YARN Deployments
SASL Encryption
Network Security
Exercise: Configure Spark Security
| Availabilty | 8 hours |
| Language | English |
| Certificate of participation | Yes |
| Online access | 90 days |
| Progress monitoring | Yes |
| Award Winning E-learning | Yes |
| Suitable for mobile | Yes |
- E-Learning - Online toegang: 365 dagen
- Taal: Engels (US)
- Certificaat van deelname
- E-Learning - Online toegang: 365 dagen
- Taal: Engels (US)
- Certificaat van deelname
- E-Learning - Online toegang: 365 dagen
- Taal: Engels (US)
- Certificaat van deelname
