AMP Camp 4 was at the 2014 Strata Conference.
AMP Camps are Big Data training events organized by the UC Berkeley AMPLab about big data analytics, machine learning, and popular open-source software projects produced by the AMPLab. All AMP Camp curriculum, and whenever possible videos of instructional talks presented at AMP Camps, are published here and accessible for free.
Hands-on Big Data Mini Course
Check out our online Big Data Mini Course! The full course will take 2-4 hours to complete, and in the process you will:
- Start a ~5 node cluster on EC2 running Hadoop and the Berkeley Data Analytics Stack (BDAS).
- Interactively explore a real Wikipedia dataset at the Spark and Shark shells.
- Use Spark Streaming and the Twitter API to generate a real-time list of trending Twitter topics.
- Write a data clustering algorithm and run it on a real Wikipedia dataset and observe interesting correlations.
AMP Camp – Big Data Bootcamps
AMP Camp Three – Big Data Bootcamp Berkeley 2013 will be a two day event at UC Berkeley -30, 2013. The curriculum has been expanded once again to include a new round of cutting-edge BDAS Projects including MLbase (a user-friendly system for distributed machine learning), GraphX (A Resilient Distributed Graph System on Spark), Tachyon (a fault tolerant distributed file system enabling reliable file sharing at memory-speed across cluster frameworks like Spark and MapReduce), and more. Additionally, we have further expanded the hands-on exercises across both days of the event! Find out more at the AMP Camp Three page.
AMP Camp Two – Big Data Bootcamp Strata 2013 was a full day event at the O’Reilly Strata Conference in Santa Clara . The AMP Camp Two hands-on exercises are an expanded and polished version of the exercises from AMP Camp One that include lessons on Spark Streaming as well as the new Python and Java Spark APIs. Find out more at the AMP Camp Two page.
AMP Camp One – Big Data Bootcamp 2012 was hosted in Berkeley (and streamed live online) -22, 2012. It featured AMP Camp One hands-on exercises teaching Big Data analysis using the AMPLab software stack, including Spark, Shark, and Mesos. Find links to the slides and video archives of the AMP Camp One talks on the AMP Camp One page.
About the AMPLab
The UC Berkeley AMPLab works at the intersection of machine learning, cloud computing, and crowdsourcing; integrating Algorithms, Machines, and People (AMP) to make sense of Big Data.