isee systems - STELLA Modeling & Simulation Software
8 days ago by mcroydon
Visual simulation design environment. Impressive.
application
complexity
computer
education
learning
8 days ago by mcroydon
Class Central • A complete list of free online courses offered by Stanford's Coursera, MIT's MITx, and Udacity
9 weeks ago by mcroydon
Useful for finding coursera/udacity stuff.
class
education
free
learning
stanford
9 weeks ago by mcroydon
Machine Learning - complete course notes
january 2012 by mcroydon
seems like a solid course.
ai
education
learning
machinelearning
stanford
january 2012 by mcroydon
Machine Learning 10-701/15-781: Lectures
november 2011 by mcroydon
Grad-level AI course material fromoe of the other giants in AI.
ai
course
courses
learning
machine-learning
november 2011 by mcroydon
See How It Flies
september 2011 by mcroydon
"A new spin on the perceptions, procedures, and principles of flight."
aviation
physics
reference
science
learning
september 2011 by mcroydon
Christopher M. Bishop
april 2011 by mcroydon
The companion site for Pattern Recognition and Machine Learning.
ai
learning
machine-learning
computer-science
april 2011 by mcroydon
Ben's Journal: 11 Concepts The Emacs Newbie Should Master
april 2011 by mcroydon
A great list of things to learn in Emacs.
emacs
howto
learning
april 2011 by mcroydon
The Basho Blog: Why MapReduce is Easy
april 2011 by mcroydon
It's not that hard, silly.
javascript
learning
mapreduce
programming
riak
april 2011 by mcroydon
TeX - LaTeX - Stack Exchange
november 2010 by mcroydon
Lots and lots of really good kernels of information here.
advice
blog
community
dev
education
forum
faq
how-to
help
mathematics
math
lifehacks
learning
latex
internet
howto
maths
programming
reference
stackoverflow
stack
tex
tips
typesetting
tutorials
q&a
questions
stackexchange
november 2010 by mcroydon
MIT OpenCourseWare | Mathematics | 18.06 Linear Algebra, Spring 2010 | Video Lectures
november 2010 by mcroydon
These are apparently quite good.
algebra
course
courses
courseware
education
free
mit
maths
mathematics
math
list
lectures
lecture
learning
ocw
open
online
opencourseware
school
tutorial
tutorials
video
videos
linear
linear-algebra
linearalgebra
november 2010 by mcroydon
Machine Learning textbook slides
november 2010 by mcroydon
Great slides as companion to the book and classes built around it.
classifier
ai
artificial-intelligence
bayesian
book
books
intelligence
datamining
courses
machine
computer
class
learning
lectures
machine-learning
machinelearning
tutorial
science
slides
resources
reference
ml
mitchell
november 2010 by mcroydon
Bruce Momjian: Postgres Technical Presentations
november 2010 by mcroydon
Lots and lots of good bits about Postgres.
database
education
learning
howto
postgresql
presentation
tutorial
talk
reference
presentations
november 2010 by mcroydon
30 lessons learned in computing over the last ten years
october 2010 by mcroydon
Some fantastic words of wisdom.
computer-science
computer
science
learning
wisdom
october 2010 by mcroydon
Python Miro Community - All Python Video, All the Time
october 2010 by mcroydon
Including Djangocon 2010 videos.
2010
advocacy
coding
community
conferences
development
programación
presentation
library
lectures
learning
howto
programming
python
pycon
screencast
tips
tutorial
tutorials
video
videos
miro
october 2010 by mcroydon
Yiibu - Lovingly crafted mobile experiences
creativity agency blog business content company game creativecommons flash elearning e-learning download design gaming hci inspiration interesting learning media mobile web2.0 ux usability ui uk tool flashlite microcontent mlearning yiibu
october 2010 by mcroydon
creativity agency blog business content company game creativecommons flash elearning e-learning download design gaming hci inspiration interesting learning media mobile web2.0 ux usability ui uk tool flashlite microcontent mlearning yiibu
october 2010 by mcroydon
The Easy Way to Extract Useful Text from Arbitrary HTML - AI Depot
algorithms content ai code crawler data datamining extract math machinelearning machine learning extraction html mining network parser parsing programming python scraping web useful tutorial tools textmining text-mining statistics
september 2010 by mcroydon
algorithms content ai code crawler data datamining extract math machinelearning machine learning extraction html mining network parser parsing programming python scraping web useful tutorial tools textmining text-mining statistics
september 2010 by mcroydon
MIT OpenCourseWare | Electrical Engineering and Computer Science | 6.042J Mathematics for Computer Science, Spring 2005 | Lecture Notes
algorithm algorithms book books computer computer-science computing course cs data development education learning lecture lectures math mathematics mit notes ocw opencourseware programming reference science
july 2010 by mcroydon
algorithm algorithms book books computer computer-science computing course cs data development education learning lecture lectures math mathematics mit notes ocw opencourseware programming reference science
july 2010 by mcroydon
The Most Important Algorithms (Survey)
july 2010 by mcroydon
Yay.
ai
algorithm
algorithms
awesome
best
code
computer.science
compsci
computer-science
computer
computerscience
computing
cs
development
education
list
lists
math
learning
important
interviewing
howto
mathematics
programming
reference
science
software
survey
toread
july 2010 by mcroydon
A Non-Mathematical Introduction to Using Neural Networks | Heaton Research
june 2010 by mcroydon
This looks like a good read.
ai
algorithm
article
artificial
compsci
computer
learning
introduction
intelligence
algorithms
genetics
computerscience
mathematics
math
maths
network
networking
networks
neuralnetworks
neuralnetwork
neural-network
neural
program
programming
reference
science
toread
tutorial
neural-networks
neural_network
june 2010 by mcroydon
cloudcourse - Project Hosting on Google Code
may 2010 by mcroydon
AppEngine-based course management.
appengine
apps
calendar
course
cms
django
cloudcomputing
cloud
e-learning
elearning
education
events
gae
hosting
google
javascript
learning
training
tools
software
scheduling
project
python
opensource
online
cloud_computing
cloudcourse
edtech
lms
may 2010 by mcroydon
Table of Contents | Learn You Some Erlang for Great Good!
may 2010 by mcroydon
Really well written and clearly presented. This looks like a great resource for folks looking to learn them some Erlang.
blog
book
books
computer
computers
dev
free
faq
erlang
ebook
documentation
development
functional
guide
language
languages
learning
programming
tutorials
tutorial
toread
resource
reference
functionalprogramming
may 2010 by mcroydon
Google's Python Class - Google's Python Class - Google Code
march 2010 by mcroydon
Looks like a solid introduction.
classes
code
coding
computerscience
course
courses
dev
lecture
learning
google
howto
free
education
documentation
development
class
lectures
online
programming
python
reference
teaching
todo
toread
training
video
tutorials
tutorial
learn
march 2010 by mcroydon
Lucid Imagination » Integrating Apache Mahout with Apache Lucene and Solr – Part I (of 3)
march 2010 by mcroydon
It looks like it's pretty darn easy to hook up Solr and Mahout. I can't wait to read more.
analysis
apache
learning
hadoop
lucene
machinelearning
solr
searchengine
opensource
mapreduce
ml
nlp
mahout
textmining
toread
march 2010 by mcroydon
Khan Academy
march 2010 by mcroydon
Pure. Learning. Awesome.
chemistry
education
finance
free
geometry
lectures
learning
school
resources
reference
physics
maths
online
mathematics
economics
math
lessons
science
teaching
tutorial
tutorials
video
videos
youtube
tutoring
trigonometry
khan
calculus
algebra
academy
march 2010 by mcroydon
Salman Khan, math master of the Internet
march 2010 by mcroydon
The man behind Khan Academy.
article
distribution
e-learning
education
learning
internet
mathematics
math
toread
teaching
resources
people
opensource
online
news
maths
trends
video
youtube
march 2010 by mcroydon
“Python for Informatics” Open Textbook Remixed in 11 Days - Creative Commons
february 2010 by mcroydon
So full of win on so many levels.
programming
python
data
code
books
learning
publishing
creativecommons
opencourseware
february 2010 by mcroydon
Jeff Erickson's Algorithms Course Materials
january 2010 by mcroydon
Very well organized at quick glance.
programming
software
development
reference
data
tutorial
book
books
science
computer
algorithms
algorithm
math
education
computers
learning
cs
complexity
class
lecture
courses
lectures
course
notes
computerscience
compsci
computer-science
uiuc
algos
january 2010 by mcroydon
Pin Dancing: Learning about Machine Learning
january 2010 by mcroydon
Big book list recommendation / study order (part 2).
programming
data
book
books
computer
science
statistics
math
learning
ai
list
ebook
datamining
machinelearning
machine-learning
to-read
academic
mix
hackernews
lists
machine_learning
ml
mathematics
ebooks
january 2010 by mcroydon
Measuring Measures: Learning About Statistical Learning
january 2010 by mcroydon
Big list of book recommendations / study order (part 1).
programming
data
reference
toread
tutorial
research
book
books
statistics
math
education
ai
learning
list
cs
datamining
stats
machinelearning
analytics
probability
machine.learning
courses
machine_learning
ml
mathematics
machine-learning
statistical
statistical_learning
intro
suggestions
january 2010 by mcroydon
The Cognitive Science Millennium Project
january 2010 by mcroydon
Someday I'll lock myself in a closet and read all of these.
reference
toread
research
science
books
article
education
ai
learning
list
resources
academic
articles
papers
linguistics
lists
links
psychology
philosophy
neuroscience
mind
cognition
brain
bibliography
cognitive
cogsci
cognitive_science
cognitivescience
cognitive-science
consciousness
january 2010 by mcroydon
psvm - Project Hosting on Google Code
december 2009 by mcroydon
It would be interesting to see this ported to Hadoop, though I think there's an SVM implementation as part of Mahout.
programming
software
google
cloudcomputing
opensource
code
research
algorithms
network
statistics
learning
cluster
algorithm
ec2
machinelearning
machine-learning
c++
kernel-machines
open_source
svm
foss
classification
nlp
machine
parallel
parallel-computation
december 2009 by mcroydon
Welcome to Elefant — Elefant
november 2009 by mcroydon
"Elefant (Efficient Learning, Large-scale Inference, and Optimisation Toolkit) is an open source library for machine learning licensed under the Mozilla Public License"
python
programming
open-source
software
code
tools
library
opensource
research
computer
math
ai
app
datamining
learning
gui
optimization
machinelearning
check
scipy
machine.learning
toolkit
ml
frameworks
c++
machine-learning
nicta
scipy2007
november 2009 by mcroydon
Cocoa for Scientists | MacResearch
november 2009 by mcroydon
What it says on the tin.
python
programming
software
development
objective-c
reference
apple
mac
tutorial
osx
visualization
research
science
iphone
learning
3d
resources
gui
tutorials
c
macosx
objc
cocoa
objectivec
xcode
scicomp
macresearch
november 2009 by mcroydon
An Overview of Data Mining Techniques
november 2009 by mcroydon
Data mining vs. statistics. Fight.
data
reference
database
toread
tutorial
research
books
algorithms
statistics
algorithm
education
ai
learning
clustering
datamining
paper
tutorials
analytics
mining
data-mining
datawarehouse
data_mining
bi
and
techniques
technique
november 2009 by mcroydon
Geoprocessing with Python using Open Source GIS
october 2009 by mcroydon
Aimed at beginners but it covers a lot of ground.
python
code
course
geo
gis
programming
reference
maps
mapping
tutorial
geolocation
opensource
free
learning
lectures
courses
class
freesoftware
numpy
foss4g
lab
gdal
ogr
osgeo
geoprocessing
grass
october 2009 by mcroydon
Elements of Statistical Learning: data mining, inference, and prediction.2nd Edition.
october 2009 by mcroydon
Available as a PDF.
programming
data
reference
toread
free
book
research
statistics
books
math
ai
pdf
learning
ebook
stats
datamining
machinelearning
machine-learning
inference
r
machine.learning
prediction
data-mining
mathematics
ml
machine_learning
ebooks
mining
machine
academic
october 2009 by mcroydon
David MacKay: Information Theory, Inference, and Learning Algorithms: The Book
september 2009 by mcroydon
A freely available text on machine learning, AI, inference, etc.
machinelearning
programming
reference
toread
free
book
research
books
science
statistics
algorithms
math
ai
pdf
algorithm
information
learning
cs
ebook
datamining
probability
bayesian
theory
mathematics
machine_learning
ebooks
download
inference
bayes
informationtheory
september 2009 by mcroydon
Machine Learning Summer School on Theory and Practice of Computational Learning
august 2009 by mcroydon
A collection of video lectures on Machine Learning.
programming
development
computer
science
video
education
coding
learning
ai
machinelearning
machine-learning
videos
lectures
machine
ml
2009
machine_learning
courses
talk
theory
via:pskomoroch
august 2009 by mcroydon
projects:sgd [Léon Bottou]
august 2009 by mcroydon
Clear, but not necessarily efficient, solutions.
code
research
statistics
algorithms
algorithm
work
online
performance
learning
c++
machinelearning
machine-learning
machine
ml
machine_learning
examples
sgd
online_learning
fields
conditional
machine.learning
svm
crf
gradient
stochastic_gradient_descent
descent
stochastic
august 2009 by mcroydon
Vowpal Wabbit (Fast Online Learning)
august 2009 by mcroydon
"This is a project at Yahoo! Research to design a fast, scalable, useful learning algorithm."
programming
software
code
tools
library
opensource
research
dev
algorithms
statistics
algorithm
computing
online
ai
learning
yahoo
compsci
tool
datamining
data_mining
artificialintelligence
lib
machine_learning
nlp
ml
machine-learning
machinelearning
online_learning
sgd
august 2009 by mcroydon
Kernel-Machines.Org — Kernel Machines
august 2009 by mcroydon
"This page is devoted to learning methods building on kernels, such as the support vector machine."
programming
software
reference
tutorial
research
science
statistics
algorithms
algorithm
ai
math
learning
clustering
cs
resources
datamining
machinelearning
svm
machine_learning
mathematics
ml
classification
papers
kernel
machine
academic
machine-learning
kernel-machines
kernels
pattern_recognition
august 2009 by mcroydon
Machine Learning Reductions
august 2009 by mcroydon
"This project is about applying the method of reduction to machine learning. We hope to learn the relationship between machine learning problems, and construct learning algorithms which work via reduction."
math
ai
learning
cs
machinelearning
machine-learning
machine_learning
papers
ml
data-mining
reduction
august 2009 by mcroydon
Detexify LaTeX handwritten symbol recognition
july 2009 by mcroydon
Scribble and get a set of glyphs back. Click on the one you wanted to continue training. Surprisingly good results.
tools
reference
javascript
opensource
latex
text
ai
learning
tex
service
generator
classification
mathematics
drawing
maths
draw
recognition
symbols
symbol
classifier
handwriting
handwritten
lookup
july 2009 by mcroydon
Learn to Read at Starfall - teaching comprehension and phonics
games free books language online education learning fun resources writing reading interactive kids english school read primary teaching children phonics literacy kindergarten starfall elementary activities preschool
july 2009 by mcroydon
games free books language online education learning fun resources writing reading interactive kids english school read primary teaching children phonics literacy kindergarten starfall elementary activities preschool
july 2009 by mcroydon
CS171
june 2009 by mcroydon
Data visualization class at Harvard.
programming
design
development
data
reference
video
tutorial
toread
visualization
research
free
graphics
science
statistics
education
math
learning
datamining
academic
course
lectures
processing
visualisation
lecture
courses
class
classes
infovis
harvard
processing.org
june 2009 by mcroydon
Startup Professionals Musings: Startups: Start with a Problem, Not an Idea
june 2009 by mcroydon
Indeed.
software
business
toread
work
projects
startup
learning
tips
blogs
ideas
inspiration
advice
startups
entrepreneurship
creativity
strategy
freelance
entrepreneur
idea
problem
problems
bizdev
manifesto
june 2009 by mcroydon
MIT Database Systems (6.830) TA Course Notes - marcua's blog
june 2009 by mcroydon
Good looking lightweight TA notes.
programming
reference
data
database
tutorial
toread
blog
education
free
computing
databases
learning
cs
mapreduce
sql
db
notes
academic
mit
course
lectures
lecture
courses
class
rdbms
bigtable
systems
6.830
10
ta
june 2009 by mcroydon
Septivium - Ask MetaFilter’s best introductory books
may 2009 by mcroydon
Oh dear. That's a lot of books.
reference
toread
book
books
learning
tips
list
ebooks
recommendations
metafilter
may 2009 by mcroydon
CS 578
april 2009 by mcroydon
Yay machine learning!
programming
algorithms
education
learning
ai
machine-learning
machinelearning
course
courses
lectures
bayesian
ml
lecture-notes
probability
via:chl
april 2009 by mcroydon
Academic Earth - Video lectures from the world's top scholars
april 2009 by mcroydon
For the someday.
reference
video
business
history
free
science
interesting
research
online
education
learning
earth
academic
course
lectures
school
lecture
courses
videos
opencourseware
classes
knowledge
university
teaching
world
e-learning
elearning
academia
philosophy
scholars
april 2009 by mcroydon
Stephen Marsland
april 2009 by mcroydon
Machine learning + Python. !!!
python
programming
software
data
reference
code
book
books
algorithms
todo
algorithm
analysis
information
ai
learning
resources
cs
datamining
machine
academic
machine-learning
machinelearning
ml
examples
numpy
artificialintelligence
scipy
computer_science
machine.learning
e-books
april 2009 by mcroydon
CS193P - Cocoa Programming | Announcements
april 2009 by mcroydon
Lectures, notes, and videos are available online.
programming
mobile
development
reference
code
howto
apple
mac
osx
tutorial
free
dev
education
iphone
learning
application
tutorials
ipod
cocoa
course
iphonedev
objective-c
class
objc
sdk
stanford
resource
lecture
macosx
teaching
april 2009 by mcroydon
EE694 21 - Cloud Computing and Hadoop - JAMWiki
march 2009 by mcroydon
A nice roundup of external links.
hadoop
course
learning
mapreduce
march 2009 by mcroydon
PyBrain
february 2009 by mcroydon
One of the few BSD-licensed Python machine learning libraries out there. Yay permissive licenses!
python
programming
software
library
research
computer
network
framework
opensource
ai
learning
module
machine
machine-learning
machinelearning
control
ml
networks
neural-network
neural
neuralnetwork
pybrain
neuralnetworks
february 2009 by mcroydon
Course Information | Introduction to Compilers
february 2009 by mcroydon
More fun for my freetime.
python
programming
reference
design
tutorial
free
coding
language
online
education
computer-science
compsci
cs
parsing
learning
c
lectures
computerscience
course
lecture
courses
class
assembly
compiler
compilers
courseware
asm
compiling
ast
computer.science
february 2009 by mcroydon
Skiena's Audio Lectures
february 2009 by mcroydon
More things for my freetime.
reference
programming
design
video
tutorial
book
books
science
computer
algorithms
audio
math
algorithm
coding
cs
learning
tutorials
slides
notes
computerscience
lectures
lecture
course
videos
mathematics
skiena
suny
algo
february 2009 by mcroydon
9.520, Spring 2009
february 2009 by mcroydon
"Focuses on the problem of supervised and unsupervised learning from the perspective of modern statistical learning theory, starting with the theory of multivariate function approximation from sparse data."
research
statistics
algorithm
analysis
ai
learning
notes
mit
academic
machine-learning
machinelearning
lectures
ocr
courses
course
ml
class
classes
functional
lecture-notes
modeling
lecture_notes
february 2009 by mcroydon
Stanford Machine Learning course « Theory matters
february 2009 by mcroydon
I started watching these while I was back in DC. I'm only 1.5 lectures in but it seems like a great course.
programming
education
learning
machine
notes
machinelearning
university
february 2009 by mcroydon
Game/AI: AAAI Library online
programming reference development games research game coding education ai pdf learning resources developer paper article conference archive papers gamedesign artificialintelligence resource artificial intelligence gamedev computerscience gamedevelopment
january 2009 by mcroydon
programming reference development games research game coding education ai pdf learning resources developer paper article conference archive papers gamedesign artificialintelligence resource artificial intelligence gamedev computerscience gamedevelopment
january 2009 by mcroydon
PyML
january 2009 by mcroydon
A machine learning library for Python. LGPL.
license:lgpl
python
programming
software
code
library
research
statistics
algorithms
opensource
framework
ai
learning
module
machine
datamining
classification
machine-learning
machinelearning
ml
svm
pyml
data-mining
knn
regression
data_mining
january 2009 by mcroydon
Google Testing Blog: Online Machine Learning Testing == Extreme Testing
january 2009 by mcroydon
Testing machine learning is hard.
google
testing
machine
learning
ai
january 2009 by mcroydon
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