Location:

Level: 
Intermediate
9:00am - 12:00pm

Prerequisites

Mac or Windows laptop, Java 1.7, the necessary Scala and Gradle components can be downloaded off the Internet Python distribution (we tested with http://bit.ly/1ypRLND or http://bit.ly/1sd4Q7o), Scikit-learn install (use `pip install scikit-learn`)

Tutorial: Agile Machine Learning with Scalding and scikit-learn

In this half-day tutorial we explore the hybrid approach to solving data analysis and machine learning problems: we will prepare and sample data on Hadoop using Scalding and then quickly analyze the sampled data on local computer using scikit-learn. Scalding is a leading Scala DSL for Hadoop development. Scalding allows expressing data transformations as sequence of operations on collections and the resulting code is easy to understand, succinct and expressive. Python is rapidly gaining popularity among Data practitioners and catching up with tools like MathLab and R. scikit-learn is The Machine Learning package for Python. Combined with python tools like iPython Notebooks and pandas, it allows amazingly convenient workflow for data analysis. Combining Hadoop and local workflows for data analysis brings the best of both worlds: the sheer computational power of Hadoop with agility of local development with scikit-learn.

Tracks

Covering innovative topics

Monday, 3 November

Tuesday, 4 November

Wednesday, 5 November

Register

Limited early bird tickets available now

* Tutorials refundable by April 15th, 2014
Early Bird Discounts Conference
(3 days)
Conference and 1 day of tutorials
(4 days)
Conference and 2 days of tutorials
(5 days)
Tutorials
(2 days)
Tutorials
(1 day)
before Dec 21th $1,495 $2,290 $2,695 $1,295 $795
before Jan 18th $1,595 $2,390 $2,795 $1,295 $795
before Feb 15th $1,695 $2,490 $2,895 $1,295 $795
before Mar 15th $1,795 $2,590 $2,995 $1,295 $795
before Apr 19th $1,895 $2,690 $3,095 $1,295 $795
before May 17th $1,995 $2,790 $3,195 $1,295 $795
before Jun 9th $2,195 $2,990 $3,395 $1,295 $795
after June 9th pay full price $2,395 $3,190 $3,595 $1,295 $795
The VAT is included for European attendees. It is not possible to combine different price reductions.

What is Included in the 3-Day QCon Conference Pass?

  • Access to over 90 presentations and over 100 speakers (including the co-located OSGi tracks & tutorials)
  • Next-day access to video of most sessions
  • Conference dinner & networking social
  • Evening networking reception with drinks all 3 nights
  • Open Spaces facilitated peer sharing meetings in each track
  • Buffet lunch all 3 days with vegan/vegetarian/gluten/dairy free options

Select Ticket(s)

Registration Type Price Quantity
Conference 3 days + 2 Tutorial days
$2995.00
Conference 3 days + 1 Tutorial day
$2590.00
Conference 3 days
$1795.00
Tutorials (2 days)
$1295.00
Tutorials (1 day)
$795.00

What is Included in the QCon Tutorial Passes?

  • Choice of 14 to 28 tutorials on Monday & Tuesday (the exact number depends on the mix of half-day and full-day tutorials)
  • Half-day tutorials include 3 hours, full-day tutorials include 6 hours of educational content
  • Pre-event tutorial registration to make your selection
  • Breakfast & lunch