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Why a talk about machine learning and python?
                      Introduction to Montreal-Python 6




                   Machine Learning enpowered by Python

                                           Francis Pieraut
                                         fpieraut@gmail.com
                                    http://fraka6.blogspot.com/



                                       When: ∼ 14 April 2009
                                         Python-Montreal 6
                                     http://montrealpython.org/




Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python
Why a talk about machine learning and python?
                      Introduction to Montreal-Python 6


Why Machine Learning enpowered by Python?




              Machine Learning: Subfield of AI (learning from data)
              Applications ⇑: Fraud detection, Marketing, Web traffic, etc.
              Soft. Projects Failure Rate < AI Soft. Projects Failure Rate
              Integrated real live prototypes ⇒ Probability(success) ⇑
              Python allows extreme prototyping & flexibility: flayers +
              Mlboost + Scipy + matplotlib + PyQT + Swig etc.



Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python
Why a talk about machine learning and python?
                      Introduction to Montreal-Python 6


Machine Learning enpowered by Python Preview

              Part 1) Machine Learning 101
              Part 2) Real-time example with mlboost




Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python

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Intro to Machine Learning Enpowered by Python (Montreal Python)

  • 1. Why a talk about machine learning and python? Introduction to Montreal-Python 6 Machine Learning enpowered by Python Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ When: ∼ 14 April 2009 Python-Montreal 6 http://montrealpython.org/ Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python
  • 2. Why a talk about machine learning and python? Introduction to Montreal-Python 6 Why Machine Learning enpowered by Python? Machine Learning: Subfield of AI (learning from data) Applications ⇑: Fraud detection, Marketing, Web traffic, etc. Soft. Projects Failure Rate < AI Soft. Projects Failure Rate Integrated real live prototypes ⇒ Probability(success) ⇑ Python allows extreme prototyping & flexibility: flayers + Mlboost + Scipy + matplotlib + PyQT + Swig etc. Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python
  • 3. Why a talk about machine learning and python? Introduction to Montreal-Python 6 Machine Learning enpowered by Python Preview Part 1) Machine Learning 101 Part 2) Real-time example with mlboost Francis Pieraut fpieraut@gmail.com http://fraka6.blogspot.com/ Machine Learning enpowered by Python