Cloud Computing Applications

University of Illinois at Urbana-Champaign

Learn how to use the cloud and write programs for data analytics.

Learn about "cloudonomics," the underlying economic reasons that we are creating the cloud. Learn the basic concepts underlying cloud services and be able to use services like AWS or OpenStack Dashboard to construct cloud services or applications. Demonstrate your ability to create web services, massively parallel data intensive computations using Map/Reduce, NoSQL databases, and real-time processing of real-time data streams. Use machine learning tools to solve simple problems.

This course serves as an introduction to building applications for cloud computing based on emerging OpenStack and other platforms. The course includes concepts of:

  • Baremetal provisioning
  • Neutron networking
  • Identity service
  • Image service
  • Orchestration
  • Infrastructure as a service
  • Software as a service
  • Platform as a service
  • MapReduce
  • Big data
  • Analytics
  • Privacy and legal issues

The course will also include example problems and solutions to cloud computing, including hands-on laboratory experiments (Load Balancing and Web Services, MapReduce, Hive, Storm, and Mahout). Case studies will be drawn from Yahoo, Google, Twitter, Facebook, data mining, analytics, and machine learning.

Syllabus

This course last for 5 weeks and will cover the following topics:

  • Cloud computing
  • Distributed services
  • Cloud services
  • Web middleware
  • MapReduce
  • Hadoop
  • PIG
  • HDFS
  • Tez
  • Streaming
  • Advanced storm
  • Storm internals
  • CAP theorem & eventual consistency
  • Hbase
  • Cassandra
  • HIVE
  • Spark
  • Graph processing
  • Machine learning

Recommended Background

The previous courses in the Cloud Computing Specialization, Cloud Computing Concepts and Cloud Computing Concepts, Part 2, are recommended. This course also assumes knowledge of basic networking, such as using sockets.

Course Format

The course will have video lectures (~10 minutes each) accompanied by exercises, 4 projects on a cloud computer, readings, and reports.

FAQ

How does this course fit into the Cloud Computing Specialization?

This is the third course in the track.



Illinois is a world leader in research, teaching, and public engagement, distinguished by the breadth of our programs, broad academic excellence, and internationally renowned faculty.

Dates:
  • 24 August 2015, 5 weeks
Course properties:
  • Free:
  • Paid:
  • Certificate:
  • MOOC:
  • Video:
  • Audio:
  • Email-course:
  • Language: English Gb

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