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DeNormalised NOSQL Meetups:Building A Modern Machine Learning System: Jurgen Van Gael of Rangespan
Building A Modern Machine Learning System: Jurgen Van Gael of Rangespan
Welcome to the first DeNormalised NOSQL Meetup event! This first lightning talk comes from Jurgen Van Gael of Rangespan.

Jurgen Van Gael talks about a hierarchical classification system to assign products into a tree-structured taxonomy. The presentation will walk through all the steps of building a modern machine learning system with an emphasis on testing the classifier pipeline (cross-validation, callibration) and our implementation on top of Elastic Map Reduce.

WANT TO LEARN MORE? THEN CHECK OUT OUR EXPERT WORKSHOPS!

DeNormalised NOSQL 2012 (Sept 20)

Skills Matter is delighted to announce DeNormalised NOSQL, a two-day conference packed with talks and exchanges with experts of NOSQL solutions such as Neo4J, Cassandra, and MongoDB.

Dive deep in the world of Big Data. DeNormalised NoSQL sees our NoSQL experts share their NoSQL solutions such as Cassandra, Neo4j, MongoDB and Riak with you. Put your NoSQL related questions to our panel of experts in the Park Bench discussion. Day two Lets you pick a track and work closely with our experts in hands-on workshops. Find out more here.

Watch the videos: Progressive NOSQL Tutorials 2012

Watch the videos from Skills Matter's first Progressive NOSQL Tutorials; the annual NOSQL conference offering a unique blend of product and experience mixed, and tempered with theory and practice. Featuring Cassandra, Couchbase, CouchDB, MongoDB, Neo4j, RavenDB and Riak. Watch them here.

MongoDB for Developers

This two-day course spans the MongoDB gamut, covering CRUD, schema design, performance tuning, map-reduce, replication, and sharding.

This course prepares you to:

  • Understand the MongoDB command shell, query API, and driver tools.
  • Design schemas that take advantage of the document data model and of MongoDB’s core features.
  • Understand how typical RDBMS schemas can be migrated to MongoDB.
  • Build efficient indexes and troubleshoot slow queries.
  • Configure both master/slave replication and replica sets.
  • Determine when to set up a shard cluster and how to configure it.
  • Troubleshoot common issues and failure scenarios.
Find out more here

MongoDB for Administrators and Operations

This course covers everything a database administrator needs to know to successfully deploy and maintain MongoDB databases and shard clusters. In addition to deployment and maintenance, course topics will include diagnosing performance issues, importing and exporting data, and establishing the proper backup and restore routines. We'll present ideal hardware configurations and discuss common pitfalls for new deployments. The course also includes an overview of the MongoDB CRUD API, the command shell, and the drivers. Find out more here

Ian Robinson and Jim Webber's Neo4J Tutorial

"Graph databases like Neo4j are an esoteric and powerful member of the NOSQL family. For highly connected data, graph databases can be thousands of times faster than relational databases, making Neo4j popular for managing complex data across many domains from finance to social, and telecoms to geospatial. This intensive two-day tutorial provides a mixture of theory and hands-on practical sessions to demonstrate the capabilities of graph data and the Neo4j database. Find out more here.

Ayende Rahien's RavenDB Workshop

In Ayende Rahien's fast-paced and interactive 2-day RavenDB workshop, you will learn how to use this Document Database tool efficiently in your applications to save time and effort on communicating with database storage.

You will learn how to build large scale and performant applications, map objects and collections to database structures successfully. Join this RavenDB course to build a practical application which will demonstrate the all important data management patterns. Upon completion of this RavenDB course, you will be able to build database-backed applications faster and more efficiently. Find out more here.

Richard Low's Cassandra Tutorial

This Cassandra training course covers everything you need to know, to successfully build applications using Cassandra. You will also learn how to deploy, scale and maintain your Cassandra cluster.

In this Cassandra course you will both learn how to develop with Cassandra, including about data model concepts, application design, APIs and drivers, as well as how to administer Cassandra: you will learn all aspects of implementing your first cluster, configuring it, scaling it as well as covering diagnosis, troubleshooting and operational tips. Find out more here.

Brian Sletten's Semantic Web Technologies Bootcamp

Brian Sletten's five day Semantic Web Technologies Bootcamp provides a broad, example-driven and compelling vision of computing's future. Organisations are struggling with data integration solutions that operate at the wrong level of abstraction or are shackled to legacy systems with no idea of how to modernize incrementally. Their service-oriented architectures decompose business processes into services without the ability to identify and protect the information that flows through these services. In this course, you will learn how the technical and business value of Web semantics is available and useful today behind firewalls as well as on the public Web.
Find out more here

Udi Dahan's Advanced Distributed Systems Design with SOA

This very intensive 5-day workshop will help you take the pain out of designing large-scale distributed systems. New technologies make it easier to comply with today’s communications and security standards, but they won't magically provide you with a robust and scalable system. Join Udi for a course packed with the wisdom of companies like SUN, Amazon and eBay. Tried-and-true theories and fallacies will be shown, helping you to avoid costly mistakes. Communications patterns like publish/subscribe and correlated one-way request/response will be demonstrated, in conjunction with advanced object-oriented state management practices for long-running workflows. If you enjoy deep architectural discussion, join! To find out more, please go here


ABOUT VARIOUS SPEAKERS
Various Speakers
More about Various Speakers

ABOUT THE DENORMALISED NOSQL MEETUPS
At DeNormalised we want to bring together people who are interested in keeping up to date with the evolving landscape of data persistance and analysis. Our meetups will consist of a number of short talks on a range of topics including NOSQL, big data and data science.
More about the DeNormalised NOSQL Meetups
PODCAST BUILDING A MODERN MACHINE LEARNING SYSTEM: JURGEN VAN GAEL OF RANGESPAN

This session took part at the DeNormalised NOSQL Lightning Talks. You can view the other 2 podcasts here.
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