Machine Learning. Damon Waring 22 April 2003. Agenda. Problem, Solution, Benefits Machine Learning Overview/Basics Face detection, recognition, and demo How this applies to us Summary. Problem. Software frequently requires users or developers to do simple, repetitive tasks. Solution.
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22 April 2003
Software frequently requires users or developers to do simple, repetitive tasks
Algorithms that execute based on experience
Enhances the user experience
Iteratively analyze inputs and refine algorithm
Store learned data
Process input using learned data
Produce a decisionHigh Level Operation:Recognition Algorithms
“Learn from nature. It has had 4 billion years to develop its techniques” – My Dad
Recognition algorithms are taught and react like humans
Group of weighted input values determine a binary output
Implementations vary widely and have different success rates
Machine learning can be used to make everyday apps easier