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Splunk Boot Camp
Course Description Learn how to use Splunk for monitoring, searching, …
What you'll learn
Splunk essentials
Indexing in Splunk
Splunk architecture and components
Query and search your data
How to create dashboards and visualizations
How to apply alerts
Enterprise Scala with Spark
Course Description Learn about Scala and enterprise integration in a …
What you'll learn
Essential Scala programming, leveraging your existing OO development experience
How to write essential Spark programs and perform exploratory data analysis in Scala and the Spark shell
Work with Spark Core
Work with NoSQL
How to write programs for Spark Streaming in Scala
Apache Spark for Data Scientists
Course Description Learn Spark skills from a data science perspective …
What you'll learn
The essentials of Spark architecture and applications
How to execute Spark Programs
How to create and manipulate both RDDs (Resilient Distributed Datasets) and UDFs (Unified Data Frames)
How to integrate machine learning into Spark applications
How to use Spark Streaming
Developing with Spark for Big Data (TTSK7505)
Course Description Learn advanced Big Data and Spark skills to …
What you'll learn
The essentials of Spark architecture and applications
How to execute Spark Programs
How to create and manipulate both RDDs (Resilient Distributed Datasets) and UDFs (Unified Data Frames)
How to persist and restore data frames
Essential NOSQL access
How to integrate machine learning into Spark applications
How to use Spark Streaming and Kafka to create streaming applications
Working with Apache Kafka
Course Description Learn to use Kafka as your real-time data …
What you'll learn
Overview of Streaming technologies
Kafka concepts and architecture
Programming using Kafka API
Kafka Streams
Monitoring Kafka
Tuning/Troubleshooting Kafka
Hadoop Developer Foundations
Course Description New – Learn about the Hadoop ecosystem and …
What you'll learn
Introduction to Hadoop
HDFS
YARN
Data Ingestion
HBase
Oozie
Working with Hive
Hive advanced
Hive in Cloudera/Hortonworks Distribution (or tools of choice)
Working with Spark
Spark Basics
Spark Shell
RDDs
Spark Dataframes and Datasets
Spark SQL
Spark API programming
Spark and Hadoop
Machine Learning (ML/MLlib)
GraphX
Spark Streaming
Introduction to Apache Spark Essentials (TTSK7502)
Course Description Learn the essentials of using Spark for your …
What you'll learn
The essentials of Spark architecture and applications
How to execute Spark Programs
How to create and manipulate both RDDs (Resilient Distributed Datasets) and UDFs (Unified Data Frames)
How Spark core components come together for complete applications
Introduction to Hadoop Administration (TTDS6503)
Course Description Learn how to install, maintain, monitor, troubleshoot, optimize, …
What you'll learn
Understand the benefits of distributed computing
Understand the Hadoop architecture (including HDFS and MapReduce)
Define administrator participation in Big Data projects
Plan, implement, and maintain Hadoop clusters
Deploy and maintain additional Big Data tools (Pig, Hive, Flume, etc.)
Plan, deploy and maintain HBase on a Hadoop cluster
Monitor and maintain hundreds of servers
Pinpoint performance bottlenecks and fix them
