jtth + learning   51

R Guide -- Analysis of Variance
Using analysis of variance (ANOVA) in psychological data analysis with R.
data  learning  r  statistics 
february 2012 by jtth
Measuring Measures: Learning About Statistical Learning
I get a lot of inbound requests for book recommendations from people who want to either get into research, or better understand it so they can build high quality supporting systems for research and analytics.  The typical desire is participate in some form of what statisticians call inference, or what machine learning people call learning (the two are more or less the same).
book  cs  learning  machinelearning  math 
january 2010 by jtth
Khan Academy
The Khan Academy is a not-for-profit organization with the mission of providing a high quality education to anyone, anywhere.
We have 1000+ videos on YouTube covering everything from basic arithmetic and algebra to differential equations, physics, chemistry, biology and finance which have been recorded by Salman Khan.
learning  math  teaching  tutorials  youtube 
january 2010 by jtth
ZAP Reader
ZAP Reader is a web based speed reading program that will change the way you read on your computer. Current beta testers report reading twice as much in half the time—that's a 300% increase in reading speed, without any loss in comprehension! There is nothing to install, it works with most popular browsers, and it's totally free!
software  tools  howto  interesting  cool  web  tips  free  fun  tool  web2.0  lifehacks  productivity  books  internet  education  learning  gtd  read  freeware  english  audio  online  reading  text  reader  speed  useful 
july 2009 by jtth
Orange - Data Mining Fruitful & Fun
Open source data visualization and analysis for novice and experts. Make your own data analysis schemata by visual programming or Python scripting. Extensions for bioinformatics and text mining. Comprehensive, flexible and fast.
software  visualization  programming  tools  opensource  python  ai  code  research  development  learning  statistics  c++  api  database  algorithms  data  analysis  library  datamining  framework  clustering  machine-learning  machine_learning  classification  machinelearning  mining  data_mining 
july 2009 by jtth
Pygsear book
A book that introduces children (and adults) to programming through python game programming using pygame and the pygsear pygame framework.
programming  pygame  3d  tutorial  fun  python  learning  game  kids  teaching  gamedev 
july 2009 by jtth
Main Page - Digital Foundations
Digital Foundations: Introduction to Media Design with the Adobe Creative Suite integrates the formal principles of the Bauhaus Basic Course into an introduction to digital media production with the Adobe Creative Suite.
reference  software  design  blog  art  free  tools  book  wiki  resource  illustration  diy  graphics  learning  photoshop  digital  boingboing  adobe  cc  creativecommons  bauhaus 
december 2008 by jtth
UCI Machine Learning Repository
We currently maintain 176 data sets as a service to the machine learning community. You may view all data sets through our searchable interface. Our old web site is still available, for those who prefer the old format. For a general overview of the Repository, please visit our About page. For information about citing data sets in publications, please read our citation policy. If you wish to donate a data set, please consult our donation policy. For any other questions, feel free to contact the Repository librarians. We have also set up a mirror site for the Repository.
reference  research  ai  learning  cs  datamining  statistics  library  data  machine-learning  artificial  machine  database  resource  mining  repository  clustering  directory  dataset  ga  datasets  data_mining  ml  machine_learning 
december 2008 by jtth
Notes on Introduction To Algorithms | Lambda the Ultimate
Peteris Krumins has been posting his notes on MIT’s Introduction to Algorithms. The notes are valuable for anyone interested in working their way through the CLRS text and MIT Open Courseware videos.
video  programming  opencourseware  notes  mit  learning  education  algorithms  algorithm  computerscience 
october 2008 by jtth
C++ Notes: Table of Contents
Some of these supplemental notes are good, others only rough drafts or half-completed. Because they are designed only to provide additional examples, summaries, or explanations where the textbook is weak, they do not cover many obviously important topics. You can download a zipped version: notes-cpp-2004-12-19.zip [less than 400 KB]. -- Fred
C  C++  example  notes  Languages  tutorials  Performance  programming  computerscience  language  tutorial  guide  development  reference  howto  learning  coding  algorithms  cheatsheet  beginner 
september 2008 by jtth
10 Easy Arithmetic Tricks - The List Universe
Math can be terrifying for many people. This list will hopefully improve your general knowledge of mathematical tricks and your speed when you need to do math in your head.
arithmetic  cheatsheet  lists  mathematics  learning  maths  interesting  reference  howto  math 
september 2008 by jtth
BBC NEWS | Health | Brain's counting skill 'built-in'
Humans have an in-built ability to do mathematics even if they do not have the language to express it, a research team has suggested.
science  psychology  neuroscience  research  brain  education  linguistics  english  mathematics  learning  language  bbc  2008 
august 2008 by jtth
Journal of Machine Learning Research Homepage
The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online. (linked via htt
machine  learning  machine_learning  ai  artificial  intelligence  cognitive  science  cogsci  journal  research  academia 
april 2008 by jtth
Python-by-example
This guide aims to show examples of use of all Python Library Reference functions, methods and classes. At this point, only the more widely used modules were added and only functions use examples are given.
python  programming  reference  tutorial  examples  development  example  language  book  code  learning  learn 
april 2008 by jtth
Yann LeCun's news
Convolutional Neural Networks are are a special kind of multi-layer neural networks. Like almost every other neural networks they are trained with a version of the back-propagation algorithm. Where they differ is in the architecture.
neuralnetwork  neural  network  ocr  algorithm  machine-learning  machine  learning  vision 
march 2008 by jtth
Neural Nets by Kevin Gurney
"An Introduction to Neural Networks," A primer by Kevin Gurney, available online for free.
ai  neural  neuralnetworks  book  neuralnet  network  free  learning  net  networks  imported  hopfield  computer  books 
february 2008 by jtth
Research shows the brain's processing speed is significantly faster than real time
The brain uses this biological trick because there is no way for all of its neurons to connect with and interact with every other neuron. It is still an expensive task for the hippocampus to make all of those connections. The retrieval tags the hippocampu
brain  cogsci  neuroscience  memory  learning 
november 2007 by jtth
Byte of Python:Main Page - Text
This book will help you to learn the Python programming language, whether you are new to computers or an experienced programmer. let's begin!
academia  beginner  book  books  code  coding  introduction  computers  cs  development  ebook  ebooks  education  programming  online  manual  learning  wiki  tutorial  reference  python  project  free  guide  help  howto  resource  intro 
september 2007 by jtth
The Best Online Research Apps/Sites You've Never Heard Of | OEDb
Research can be a time consuming and sometimes tedious task. How can you make it easier for yourself? While there is no complete substitute for a good old-fashioned trip to the library, you can find a wide variety of information with many research tools.
academia  academic  aggregator  article  blogging  reference  research  library  education  search  online  tools  writing  university  guide  guides  ideas  information  inspiration  internet  learn  learning  libraries 
september 2007 by jtth
Developing Intelligence : When Brain Damage Helps: Solution Spaces Are Constrained by Prefrontal Cortex
A test demonstrating problem space constraint. People with damage to the prefrontal cortex will do better than so-called "neurotypicals."
intelligence  cognitive  test  prefrontal  cortex  neuroscience  learning  problem  solving  cogsci  congitive  science 
june 2007 by jtth
Abstract State Machines
Can any algorithm, never mind how abstract, be modeled by a generalized machine very closely and faithfully? ... If we stick to one abstract level (abstracting from low-level details and being oblivious to a possible higher-level picture) and if the state
abstract  state  machine  machines  learning  formal 
april 2007 by jtth
Calculus Animations
A collection of various animations depicting various concepts of calculus.
calculus  animation  mathematica  math  mathematics  learning  learn 
march 2007 by jtth
CALO
SRI has dubbed its new project CALO, for Cognitive Agent that Learns and Organizes. The name was inspired by the Latin word "calonis", which means "soldier’s servant". The goal of the project is to create cognitive software systems, that is, systems tha
project  calo  darpa  sri  research  cognitive  science  perception  assistant  learning  learn  organization  theory  ai 
march 2007 by jtth
Where New Neurons Go to Work: BLOG: SciAm Observations
Article describing neurogenesis and how it is used in the brain, based on a paper by Kee, Teixeira, Wang and Frankland published in Nature Neuroscience.
neuron  neuroscience  cogsci  cognitive  science  scientific  american  mouse  rat  brain  gene  genes  memory  learning 
march 2007 by jtth
Introduction to Neural Networks with Java
Programming Neural Networks in Java will show the intermediate to advanced Java programmer how to create neural networks. This book attempts to teach neural network programming through two mechanisms.
neural  network  programming  java  program  ai  learning  cogsci  cognitive  science 
march 2007 by jtth
SourceForge.net: Neocortex - Memory-Prediction Framework
An implementation of memory-prediction framework applied for image recognition. Based on Jeff Hawkins' book On Intelligence. It models the high-level hierarchical architecture of human neocortex and uses Bayesian belief revision for making predictions
cogsci  cognitive  science  learning  ai  artificial  intelligence  hawkins  sf 
february 2007 by jtth

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