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mcroydon + datamining   64

Driving down the cost of Big-Data analytics - All Things Distributed
"The Amazon Elastic MapReduce (EMR) team announced today the ability to seamlessly use Amazon EC2 Spot Instances with their service, significantly driving down the cost of data analytics in the cloud."
analytics  aws  bigdata  data  datamining 
september 2011 by mcroydon
nathanmarz/storm - GitHub
Processing kit from Backtype.
data  datamining  processing  twitter 
september 2011 by mcroydon
Mining of Massive Datasets
Looks like a fantastic book on data mining.
book  books  data  datamining  mapreduce 
september 2011 by mcroydon
Overview: Extracting article text from HTML documents | My tech blog.
Extracting text from markup.
datamining  extraction  html  scraping  text 
may 2011 by mcroydon
Stanford Vis Group | Wrangler: Interactive Visual Specification of Data Transformation Scripts
The paper behind the Wrangler project.
browser  data  datamining  visualization  web 
march 2011 by mcroydon
Pattern | CLiPS
A Python NLP package with emphasis on retrieving and analyzing language found on the web.
analysis  data  datamining  nlp  python 
february 2011 by mcroydon
Beyond Amazon: How to Make Recommendations Smarter | Fast Company
You put the chicken in the pot... bork bork bork.
amazon  analytics  cloud_computing  data  datamining 
february 2011 by mcroydon
A Graph Processing Stack |
Java-oriented graph stack.
algorithm  datamining  graph  programming 
december 2010 by mcroydon
Yelp Engineering Blog: mrjob: Distributed Computing for Everybody
A really nice wrapper around EMR.
algorithms  amazon  aws  cloudcomputing  computing  data  hadoop  framework  distributed  dist  development  datamining  library  map-reduce  map  mapreduce  nosql  opensource  yelp  webservices  search  reduce  python  programming  aa  elasticmapreduce  logs  emr  mrjob 
november 2010 by mcroydon
NLP Challenge: Find semantically related terms over a large vocabulary (>1M)? – MetaOptimize
This looks like a fun challenge.
challenge  contest  datamining  language  machinelearning  nlp  programming  todo 
november 2010 by mcroydon
Machine Learning textbook slides
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
Silk - A Link Discovery Framework for the Web of Data
"The Silk framework is a tool for discovering relationships between data items within different Linked Data sources. Data publishers can use Silk to set RDF links from their data sources to other data sources on the Web."
app  code  applications  data  datamining  framework  library  owl  linking  lod  opensource  linkeddata  linked-data  programming  python  rdf  semantic  semantic-web  web  tools  tool  sparql  software  semweb  semanticweb  silk 
october 2010 by mcroydon
wiki.dbpedia.org : About
Quite a lot of things in the linked open data universe point to dbpedia.
analysis  data  api  database  datamining  datasets  db  free  opensource  ontology  mashup  knowledge  information  programming  rdf  reference  search  semantic  semantic-web  web2.0  web  tools  sparql  semanticweb  semantic_web  wiki  wikipedia  xml  dbpedia 
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
A Tutorial on Spatial Data Mining
course  data-mining  data  datamining  gis  matlab  mining  tutorial  spatial  references  via:pskomoroch 
march 2010 by mcroydon
Gephi, graph exploration and manipulation software
Quite beautiful.
3d  analysis  animation  cartographie  cartography  data  graphviz  graphs  graphics  datavisualization  graph  datamining  infographics  infovis  infoviz  java  maps  network  networks  socialnetworks  socialnetwork  socialgraph  sna  opensource  software  tools  tool  visualisation  visualization  gephi 
march 2010 by mcroydon
Data-Intensive Text Processing with MapReduce
I flipped through this during the conference and need to read through it more thoroughly.
programming  design  data  reference  book  free  books  geek  pdf  text  hadoop  distributed  online  algorithm  algorithms  mapreduce  datamining  to-read  ebooks  nlp  ir  textmining  distributedcomputing  text-mining  developers  draft 
february 2010 by mcroydon
Pin Dancing: Learning about Machine Learning
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
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
sbff - Project Hosting on Google Code
Takes the brute force approach but it'll be interesting to see what this comes up with.
web  software  database  opensource  api  java  search  computing  social  datamining  del.icio.us  recommendations  socialmedia  delicious  script  filtering  collaborative  users  bookmarks  bookmarking  experiments  friend  similar 
december 2009 by mcroydon
Open source Clustering software
Including PyCluster, a Python interface to several of the C-based clustering algorithms.
python  programming  software  linux  code  tools  library  opensource  free  java  research  science  statistics  license:PSF  algorithm  algorithms  math  ai  cluster  analysis  open  kmeans  data_mining  bioinformatics  c++  perl  c  machinelearning  source  datamining  clustering 
december 2009 by mcroydon
Welcome to Elefant — Elefant
"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
FORA.tv - ACM Data Mining SIG: Ted Dunning
Data mining Q&A.
video  datamining  machinelearning  ir  towatch  recommendations  talk 
november 2009 by mcroydon
Building a Data Intensive Web Application with Cloudera, Hadoop, Hive, Pig, and EC2 | Cloudera
A nice look at end-to-end data analysis of big datasets using things like Pig and Hive.
programming  web  data  database  tools  webdev  business  toread  howto  tutorial  amazon  dev  scalability  hadoop  architecture  aws  computing  cluster  ec2  pig  trends  hive  cloudera  cloudcomputing  analytics  datamining  mapreduce  cloud  application 
november 2009 by mcroydon
Geeking with Greg: Using only experts for recommendations
Listen to the experts?
toread  research  music  social  community  datamining  papers  recommendations  filtering  recommendation  reviews  opinion  collaborative_filtering 
november 2009 by mcroydon
Hadoop, Pig, and Twitter (NoSQL East 2009)
An awesome deck showing of Pig and how Twitter uses it.
programming  data  database  howto  server  dev  search  statistics  hadoop  presentation  mapreduce  datamining  twitter  analytics  slides  presentations  nosql  bigdata  socialnetworks  slideshare  hdfs  pig  big  functional  data_mining 
november 2009 by mcroydon
MOA - Massive Online Analysis
Kinda want to know more.
programming  software  development  java  tools  data  distributed  framework  analysis  hadoop  ai  streaming  datamining  machinelearning  frameworks  stream  mining  ir  data-mining  ml  bigdata  data_mining  regression  weka  dataflow  moa 
november 2009 by mcroydon
An Overview of Data Mining Techniques
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
LucidDB Home Page
"LucidDB is the first and only open-source RDBMS purpose-built entirely for data warehousing and business intelligence. It is based on architectural cornerstones such as column-store, bitmap indexing, hash join/aggregation, and page-level multiversioning."
programming  software  development  database  data  business  opensource  java  scalability  storage  distributed  cluster  databases  sql  db  datamining  olap  columndb  bi  datawarehouse  dbms  reporting  rdbms  luciddb  column  warehousing  column-store  data_warehouse  column-oriented  dwh 
october 2009 by mcroydon
A course on wrangling big data
data  reference  toread  scalability  statistics  algorithms  cs  compsci  algorithm  datamining  paper  bigdata  lists  classes  stanford  courses  papers  course  academic  machine-learning  machinelearning 
october 2009 by mcroydon
String Similarity Metrics for Information Integration
A fine collection of string similarity algorithms.
programming  library  tools  reference  opensource  java  research  search  algorithm  algorithms  statistics  math  computing  analysis  text  comparison  datamining  nlp  similarity  theory  bioinformatics  metrics  mathematics  ir  string  matching  distance  strings  metric  sequence 
october 2009 by mcroydon
Elements of Statistical Learning: data mining, inference, and prediction.2nd Edition.
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
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
Tracking Trends with Hadoop and Hive on EC2 » Cloudera Hadoop & Big Data Blog
A detailed run through of data warehousing and creating trending results for wikipedia data.
python  data  database  howto  tutorial  wikipedia  rails  scaling  hadoop  aws  resources  ec2  cloud  mapreduce  datamining  sparklines  rubyonrails  trends  hive  cloudera  bigdata  log  t  trendingtopics 
august 2009 by mcroydon
Charu Aggarwal
Some pretty hefty thoughts on data mining and ML stuffs.
data  database  research  books  algorithms  management  db  datamining  academic  ibm  papers  mining  people  lists  data-mining  data_mining  privacy 
august 2009 by mcroydon
Vowpal Wabbit (Fast Online Learning)
"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
"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
SVM Application List
research  software  algorithms  coding  algorithm  ai  learning  application  list  cs  c++  datamining  machinelearning  machine-learning  machine  prediction  svm 
august 2009 by mcroydon
Geeking with Greg: Time effects in recommendations
Temporal effects.
time  paper  review  datamining  netflix  recommendations  recommendation  data_mining  personalization  recommender 
july 2009 by mcroydon
Welcome to The Machine Learning Forum
This is worth keeping an eye on if it takes off.
web  data  research  community  math  review  cs  datamining  machinelearning  machine-learning  mathematics  mining  machine_learning  ml  vision  data-mining  forum  discussion 
july 2009 by mcroydon
CS171
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
Balie - Baseline Information Extraction
Interesting machine learning/information extraction stuff.
programming  software  tools  library  java  research  opensource  language  information  ai  datamining  machinelearning  machine-learning  linguistics  textmining  nlp  machine_learning  semantic  semanticweb  extraction  ie  information_extraction  information_retrieval  uima  ner  entity  weka  balie  named  namedentityrecognition 
june 2009 by mcroydon
Rise of the Data Scientist | FlowingData
Indeed.
web  design  data  journalism  business  toread  science  visualization  research  statistics  education  article  future  jobs  datamining  computerscience  visualisation  career  mathematics  data-mining  flowingdata  freelancing  halvarian  skills  scientist  bigdata  datascientist  analytics 
june 2009 by mcroydon
FastBit: An Efficient Compressed Bitmap Index Technology
What it says on the tin.
programming  software  database  data  research  library  opensource  search  datamining  grid  db  compression  indexing  index  hashing  bit  algo  data-mining  compress  fastbit  olap  bitmap  multidimensional  columndb 
may 2009 by mcroydon
Greenplum: the petabyte-scale database for data warehousing and business intelligence.
Petabyte data mining and data warehousing.
programming  software  development  data  database  business  technology  opensource  storage  scalability  performance  cluster  postgresql  startup  open  postgres  sql  mapreduce  datamining  db  analytics  oss  reporting  rdbms  intelligence  bi  businessintelligence  datawarehouse  greenplum  bizgres 
may 2009 by mcroydon
PDFMiner
Extract that info!
python  programming  software  tools  data  library  free  api  opensource  xml  pdf  html  text  analysis  utilities  conversion  datamining  parsing  useful  tool  convert  parser  analytics  mining  parse  extraction  scraping  extract  pdfminer  analyser 
april 2009 by mcroydon
Stephen Marsland
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
lucasjosh's collectiverb at master - GitHub
Algorithms from PCI translated to Ruby.
programming  ruby  datamining 
march 2009 by mcroydon
UC Berkeley Machine Learning Tea / Hadoop for Machine Learning Guide
Nice and simple example of ML in Java with Hadoop from the Berkeley ML tea.
research  hadoop  mapreduce  datamining  machinelearning  machine_learning  regression 
march 2009 by mcroydon
Seng 474 - Spring2009, Course Outline, Alex Thomo
I love the smell of data mining in the spring.
python  code  mapreduce  slides  datamining  lectures  machinelearning  course 
march 2009 by mcroydon
Directed Edge News » Blog Archive » On Building a Stupidly Fast Graph Database
Wow.
programming  design  database  visualization  blog  research  algorithms  scalability  algorithm  performance  scaling  coding  engineering  graph  databases  cs  graphs  recommendations  memory  scale  mathematics  datamining  db  hashing  concurrency  notes 
february 2009 by mcroydon
Amazon Web Services Blog: New AWS Public Data Sets - Economics, DBpedia, Freebase, and Wikipedia
Lots of hot new data.
programming  data  blog  amazon  research  wikipedia  statistics  aws  compsci  ec2  resources  transportation  cloud  datamining  nlp  dataset  cloudcomputing  corpus  datasets  freebase  gov  publicdata  scraping  encyclopedia 
february 2009 by mcroydon
Automating Data Visualization with Ruby and Graphviz - OmniNerd
Yay Graphiz!
programming  data  howto  tutorial  ruby  visualization  rails  graphics  network  statistics  math  charts  chart  graph  databases  graphs  tutorials  article  datamining  reporting  visualisation  diagram  networks  graphviz  scripts  graphing  data-visualization  dot  datavisualization  erp 
february 2009 by mcroydon
An Exercise in Species Barcoding
Fantastic read, as always.
python  programming  science  algorithms  math  hacks  clustering  datamining  machine-learning  machinelearning  classification  evolution  dna  biology  bioinformatics  genetic  eol  genetics  genome  taxonomy  norvig  genomics  species 
february 2009 by mcroydon
Manning: Taming Text
Want!
tagging  reference  book  java  books  search  algorithms  language  ai  text  clustering  lucene  ebook  linguistics  solr  processing  nlp  datamining  indexing  machine-learning  ir  textmining  manning  structure  text-mining 
february 2009 by mcroydon
PyML
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
High-Performance Click Analysis with MySQL | MySQL Performance Blog
Good thoughts on write-heavy systems. A lot of it applies outside the MySQL ecosystem.
design  web  data  database  blog  statistics  storage  scalability  analysis  scaling  performance  stats  mysql  optimization  hadoop  sql  tracking  ad  article  analytics  datamining  english  reporting  db  sharding  seo  warehouse  click  lesen  realtime  datawarehouse 
january 2009 by mcroydon
Main page - Introduction to Genetic Algorithms - Tutorial with Interactive Java Applets
Genetic programming in Python.
programming  development  reference  tutorial  java  book  books  algorithm  algorithms  architecture  analysis  computerscience  ai  datamining  dna  ga  genetic  geneticalgorithms  genetics  geneticprogramming  genetic_algorithm  alife  complexity  genetic_algorithms  math.optimization 
december 2008 by mcroydon
LIBLINEAR -- A Library for Large Linear Classification
"LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM."
programming  software  library  statistics  math  opensource  clustering  download  c  ai  classification  datamining  matlab  machinelearning  machine-learning  machine_learning  uni  svm  liblinear  ml 
december 2008 by mcroydon
Main Page - NLTK
I feel like I've been down this road before.
python  programming  development  software  reference  code  library  tools  book  api  books  science  computer  research  algorithms  language  freeware  text  toolkit  natural  textmining  nlp  languages  datamining  processing  linguistics  nltk  opensource  ai  wordnet 
october 2008 by mcroydon
GATE, A General Architecture for Text Engineering
The tools. There they are.
programming  library  software  tools  research  java  search  language  architecture  information  framework  text  analysis  ai  opensource  linguistics  mining  tool  datamining  information_extraction  textmining  nlp  gate  semantic  text-mining  extraction  ontology  knowledge  information-extraction 
october 2008 by mcroydon
LingPipe Home
Someday.
programming  software  development  library  code  tools  java  api  research  free  language  search  framework  text  analysis  clustering  opensource  ai  lucene  linguistics  parser  classification  datamining  ir  nlp  textmining  entity-extraction  lingpipe  information_extraction  natural 
october 2008 by mcroydon
DataFerrett for TheDataWeb
Best mascot evar.
software  data  reference  database  server  tools  research  math  search  online  census  market  db  datamining  tool  government  databases  statistics  demographics  datasets  population  genealogy  gov  resource  ferrett 
september 2008 by mcroydon
Colophon « Dataninja
Worth checking out. I was hoping to find more dataviz with latex stuff, but that's okay.
programming  software  data  reference  blog  osx  tutorial  tools  science  research  statistics  latex  analysis  text  blogs  academic  analytics  tips  economy  r  sas  stata  datamining  methodology 
august 2008 by mcroydon

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