• Subjects
    Image Processing
    • Image database, library, function, knowledge
    • Irfanview - a free image procssing software and plugIns
    • PHP developers on using WSQ image library
    • NIST Fingerprint dataset
  • Languages
    HTML
    • W3 Schools: HTML, Javascript, PHP, MySQL
    • From object to iframe — other embedding technologies
    • Canvas tutorial
    • Simple Horizontal Navigation
    • Styling HTML with CSS
    Java, Javascript
    • Javascript mouse events
    • Java Tutorial at Oracle
    • Java Tutorial at Tutorials Point
    • Java Database Connection (JDBC) Tutorial at Oracle
    • Java Database Connection (JDBC) Tutorial at Tutorials Point
    • Javascript Tutorial at W3 Schools
    Python
    • Python matplotlib - is a python 2D plotting library
    PHP
    • PHP 5 Tutorial at W3 Schools
    Graph packages with PHP Statistical functions with PHP
    • stats_stat_correlation and others
    Graph packages with PHP
    • JpGraph - Line, Bar, Pie, Scatter, Boxplot, geo, ...
    • JpGraph class reference
    • JpGraph Manualin HTML format
  • Systems
    Unix
    • Basic Unix commands
    • Unix command summary
    • Unix commands
    Cygwin
    • home - Cygwin is a Unix-like environment and command-line interface for Microsoft Windows.
    • Using Cygwin/X - Starting an X desktop environment session or X window manager in windowed mode. $startxwin -> $ssh -X -A -p 22 user@linux-server -> $run app on linux.
  • Database systems
    Apache + MySQL + PHP + Perl, MySQL Workbench
    • Apache Friends (XAMPP)
    • MySQL main site
    • PHP + MySQL Introduction at W3 schools
    • PHP MySQL Functions
    • Download MySQL Workbench
    • MySQL Workbench, create a new MySQL connection
    • MySQL Workbench, getting started tutorial
    • MySQL Workbench Tutorial video
  • Resources
    Useful tools
    • Visual Studio Code - a free code editor integrated Git, debugging and extensions.
    • Sublime Text - a sophisticated text editor for code, markup and prose.
    • Putty - a free implementation of Telnet and SSH for Windows and Unix platforms, along with an xterm terminal emulator.
    • MobaXterm - with SSH, telnet, RDC, VNC for Windows, along with an X-11.
    • How to Use PuTTY to Connect to a Remote Computer
    • If you are using Mac system, please follow this page, and learn how to use ssh to connect to a Linux system.
    • SSH Secure Shell Client and tutorial
    • FileZilla - a cross-platform graphical FTP, SFTP, and FTPS file management tool for Windows, Linux, Mac OS X, and more.
    • FileZilla Client Tutorial
    • cygwin - a large collection of GNU and Open Source tools which provide functionality similar to a Linux distribution on Windows.
    • Eclipse - an integrated development environment (IDE) to develop applications in many programming languages.
    • Eclipse tutorial (pdf, quick guide)
    • ERwin - a powerful tool that allows database designers to enter their Entity Relationship (ER) diagrams in a graphical form and produce physical database designs for popular relational database management systems.
    Statistical tables
    • Chi-Square Table, upto p-value 0.001, degree of freedom 1000
    Tutorials on Youtube
    • GOTO 2012 • Introduction to NoSQL • Martin Fowler
    • Mongodb Tutorial for Beginners
    • Code Weekend: Introduction to MongoDB
  • Data mining
    Financial data set
    • Bank marketing data set
    • American Psychologyical Association data set
    Supermarket data set
    • EXTENDED BAKERY Dataset for for Mining Association Rules
    • Groceries data set
    Government data set
    • Data.Gov
    • Open data in the Philadelphia region
    • NYC open data
    Mixed data set
    • vincentarelbundock, a lot of data
    • lynnlangit public datasets
    • Data Sets for Classroom Use
    • NYC Uber Trip Data 2014-2015
  • Data Mining API, tools
    Yelp
    • Yelp developer
    • Dataset examples
    Uber
    • Uber developer
    • Mining Georeferenced Data, GitHub
    • Import public NYC taxi and Uber trip data into PostgreSQL / PostGIS database, analyze with R
    Twitter
    • Twitter developer
    • Python Twitter examples
    • Twitter analytics
    Facebook
    • Facebook developer
    • Mining Facebook using R, Facebook API
    News
    • News API - Access worldwide news with code
    Weather data
    • Weather API
    • AccuWeather Enterprise API
    Tensorflow tutorials
      How to Build a Simple Image Recognition System with TensorFlow (Part 1) How to Build a Simple Image Recognition System with TensorFlow (Part 2)
    • CIFAR-10 image dataset
    • How to Retrain Inception's Final Layer for New Categories
    Data mining and parsing XML with PHP
    • IBM Developer Works
    • Data mining and content aggregation with PHP
    • php-Kmeans for clustering
    Weka
    • Download Weka
    • University of Waikato Data Mining with Weka MOOC - Material
    • Weka Appendix pdf file
    • Weka tutorial and introduction pdf file
    • Weka Tutoral pdf file
    • Weka data sets
    • Sample Weka data sets in ARFF format at CS, Fordham University
    • UCI, Machine Learning Repository
    • UCI data sets list
    • UBC, Auto-Weka sample datasets