Presentation of the Juggle system for the SAPO technical team in Lisbon. Juggle is a large-scale graph-based music recommender system that integrates user profiles, audio features and contextual information.
Visualising is essential for data science process because it allows as to look at the portrait of our data and develop new hypotheses about our problem. However, visualisation does not scale very well as we are limited by the number of pixels in the our screen (at least for static graphics). This deck talks about the approach - Bin - Summarize - Smooth approach to visualise big data which has been developed by Hadley Wickham and then implemented in an R package in Bigvis.
Supervised Learning of Semantic Classes for Image Annotation and RetrievalLukas Tencer
This is presentation done by me for ECSE626 "Statistical Computer Vision" at McGill University. It is presentation of a project inspired by paper "Supervised Learning of Semantic Classes for Image Annotation and Retrieval" from PAMI 2007. It presents my implementation of the paper and my achieved results.
BOOK DESCRIPTION--
To those who seek the truth sincerely,
honestly, and open-mindedly!
After the creation of Adam, just one
original message has been repeatedly
delivered to mankind throughout the
history of humanity.
Thus, to remind people about it and bring
them back on track, many prophets and
messengers including Adam, Noah,
Abraham, Moses, Jesus, and Muhammad
were sent by the only true God to convey
this message:The true God is only ONE.
Worship Him ALONE and
keep His commandments.
The True God, The Creator
sent: to convey:
-Adam God is One
- Noah God is One
- Abraham God is One
- Moses God is One
- Jesus God is One
- Muhammad God is One
BOOK CONTENTS--
Pre-reading questions:
1. What is this ‘Just One Message’?
2. What does the Bible say about it?
3. What does the Qur’an say about it?
4. What is your opinion about it?
source: http://www.islamhouse.com/p/58117
Visualising is essential for data science process because it allows as to look at the portrait of our data and develop new hypotheses about our problem. However, visualisation does not scale very well as we are limited by the number of pixels in the our screen (at least for static graphics). This deck talks about the approach - Bin - Summarize - Smooth approach to visualise big data which has been developed by Hadley Wickham and then implemented in an R package in Bigvis.
Supervised Learning of Semantic Classes for Image Annotation and RetrievalLukas Tencer
This is presentation done by me for ECSE626 "Statistical Computer Vision" at McGill University. It is presentation of a project inspired by paper "Supervised Learning of Semantic Classes for Image Annotation and Retrieval" from PAMI 2007. It presents my implementation of the paper and my achieved results.
BOOK DESCRIPTION--
To those who seek the truth sincerely,
honestly, and open-mindedly!
After the creation of Adam, just one
original message has been repeatedly
delivered to mankind throughout the
history of humanity.
Thus, to remind people about it and bring
them back on track, many prophets and
messengers including Adam, Noah,
Abraham, Moses, Jesus, and Muhammad
were sent by the only true God to convey
this message:The true God is only ONE.
Worship Him ALONE and
keep His commandments.
The True God, The Creator
sent: to convey:
-Adam God is One
- Noah God is One
- Abraham God is One
- Moses God is One
- Jesus God is One
- Muhammad God is One
BOOK CONTENTS--
Pre-reading questions:
1. What is this ‘Just One Message’?
2. What does the Bible say about it?
3. What does the Qur’an say about it?
4. What is your opinion about it?
source: http://www.islamhouse.com/p/58117