Big Data Development with Apache Spark Training
Big Data Development with Apache Spark Training
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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