ML Tools

• Knime: graphical design of analytical workflows and algorithm toolbox
• Tensor Flow: open source software library for numerical computation using data flow graphs

Languages

• R: free software environment for statistical computing and graphics

• Julia: high-level, high-performance dynamic programming language for technical computing

  • Quick intro

• python: Python is a general-purpose programming language that is becoming more and more popular for doing data science.

  • Python for data sci
  • Numpy
  • Pandas

• Intro Python course, data science

Jupyter: Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text.

Cloud Solutions

• IBM Watson
• Azure
• Google
• Amazon ML

Textmining Tools

• General Architecture for Text Engineering(GATE) in Java
• Julia Textmining
  • TextMining.jl by Saint Louis University
  • Textmining Tutorial by abhijithch, Slides
  • TextAnalysis
• gensim - topic modelling for humans