Tyson Thomas
tysonthomas.90@gmail.com
Currently Software Architect at
Kadima Consulting
BE ECE - CMRIT
2008-12
Co-Founder of
"Machine Learning is the field of study that gives computers the ability to learn without being explicitly programmed."
- Arthur Samuel
Vaugley mimics the process of how the brain operates with neurons that fire bits of information
Neural network that recognizes images of a cat
Example Classification Problem
Example Classification Problem - Solution
Classification Problem - Mathematical Representation
A neuron classifies any data point into one of two kinds
28 Pixels * 28 Pixels = 784 Total Pixels
Weights Distribution
How are the parameters determined?
(weights & biases)
Feature Space Representation
A hidden layer transforms inputs to feature space, making it linearly classifiable
Neural network can extract insights from (seemingly) random signals
Self Driving Car in Arizona, USA
Shopping Technology
Alpha Go Zero using
Reinforcement Learning
Google Deep Mind reduces energy cost in datacenter
Raspberry Pi + Intel Movidius Neural Chip