This course covers the concepts from the latest versions of the most sought after Open Source Big Data Frameworks for Real-Time Data Analytics. Upon successful completion of this Big Data Engineering Boot Camp, attendees will be able to:
Build Real-Time Distributed Data Pipelines with Spark, Kafka and Cassandra at Scale.
Duration: 17 Saturdays starting from August 5, 2017 – Dec 2, 2017 excluding Nov 25th – Thanks Giving Weekend
Class Timings: 9 am to 5 pm
Audience: Software Developers/Engineers, Technical Leads, Architects, Software Engineering Managers and Big Data Enthusiasts
Class Size: Limited to 10. Apply Early!
Comfortable with Java programming language
Familiarity of Linux environment (SSH into a Linux box, navigate the directory system, find out what processes are running, know how to move things to the box, edit files on the box, and understand the basics of user groups and permission)
Hands-on Experience: Our Immersive Boot Camp comprises of 50% lab work. All the required Lab Activities, Programming Assignments and the Capstone Project will be done in a Cloud Environment.
Section 1: Hadoop Version 2.x
Introduction to Big Data
What is Hadoop?
The Hadoop Distributed File System (HDFS)
MapReduce (Data Processing Framework)
YARN (Cluster Resource Manager)
Hive (Data Warehouse Framework)
Section 2: Spark Version 2.x
Just a Little Scala (Version 2.x) for Spark
Spark Architecture Internals
DataFrames, DataSets and Spark SQL
Spark’s MLlib API for Machine Learning
Graph Processing with GraphFrames
Spark Structured Streaming
Advanced Spark Programming
Spark in Production
Section 3: Kafka Version 0.10.x
Introduction to Messaging Systems
Introduction to Kafka
Kafka Architecture Internals
Building Data Pipelines
Kafka in Production
Section 4: Cassandra Version 3.x
Beyond Relational Databases
Introduction to Cassandra & NoSQL
Cassandra Architecture Internals
Introduction to CQL
Cassandra Data Modeling
Section 5: Individual Capstone Project
Building End to End Real-Time Distributed Data Pipeline in Cloud Environment
7100 Stevenson Blvd. Fremont, CA 94538Apply Now
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