Apache Spark, a significant component in the Hadoop Ecosystem, is a cluster computing engine used in Big Data. Building on top of the Hadoop YARN and HDFS ecosystem, it offers order-of-magnitude faster processing for many in-memory computing tasks compared to Map/Reduce. It can be programmed in Java, Scala, Python, and R - the favorite languages of Data Scientists - along with SQL-based front ends. With advanced libraries like Mahout and MLib for Machine Learning, GraphX or Neo4J for rich data graph processing as well as access to other NOSQL data stores, Rule engines and other Enterprise components, Spark is a lynchpin in modern Big Data and Data Science computing. Geared for experienced developers, Spark Developer | Introduction to Spark for Big Data, Hadoop & Machine Learning provides students with a comprehensive, hands-on exploration of enterprise-grade Spark programming, interacting with the significant components mentioned above to craft complete data science solutions. Students will leave this course armed with the skills they require to begin working with Spark in a practical, real world environment. This course is offered in support of the Python programming language but can also be offered for R or Java with advance notice and planning. Our team will work with you to coordinate the languages, tools and environment that will work best for your organization and needs. Please inquire for details.

starstarstarstarstar_half

* Actual course outline may vary depending on offering center. Contact your sales representative for more information.

Learning Objectives

This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Working in a hands-on learning environment led by our expert practitioner students will explore:
Spark Essentials
DataFrames
Spark SQL
Spark MLib
Spark Streaming
Streaming with Kafka
Data Flow with NiFi
Spark GraphX
Performance and Tuning
Cluster Mode
Spark - the Big Picture

Course Info

Not Your Location? Change

Cost: $ 1,995

Length: 3.0 days (24 hours)

Level:

For scheduling options, please chat with an expert below.

Loading...