PPT-Predicting Outcome of NBA Games Using Artificial Neural Network

Yung Hsien Chu Background National Basketball Association NBA is a popular mens professional basketball league that includes 30 clubs Many experts gambling websites and even fans themselves are trying to make prediction to NBA games. Pouya Fatemi. Alex Wu. Zinnia Horne. $3.57 Billion in Revenue in the ‘07-’08 season. 1. Games broadcasted in over 215 countries and territories. 2. . Fans in New York paid $74 million for tickets in the ’04-’05 season. Kong Da, Xueyu Lei & Paul McKay. Digit Recognition. Convolutional Neural Network. Inspired by the visual cortex. Our example: Handwritten digit recognition. Reference: . LeCun. et al. . Back propagation Applied to Handwritten Zip Code Recognition. What are Artificial Neural Networks (ANN)?. ". Colored. neural network" by Glosser.ca - Own work, Derivative of File:Artificial neural . network.svg. . Licensed under CC BY-SA 3.0 via Commons - https://commons.wikimedia.org/wiki/File:Colored_neural_network.svg#/media/File:Colored_neural_network.svg. Table of Contents. Part 1: The Motivation and History of Neural Networks. Part 2: Components of Artificial Neural Networks. Part 3: Particular Types of Neural Network Architectures. Part 4: Fundamentals on Learning and Training Samples. By Alexander Ngo. Background. NBA Shots through the seasons. Cold and Hot Streaks. . November 2016. Ronny Turiaf was born in Martinique, moving to Paris at the age of 15. Turiaf attended the University of Gonzaga, before being drafted by the Los Angeles Lakers in the 2005 NBA draft. . Dongwoo Lee. University of Illinois at Chicago . CSUN (Complex and Sustainable Urban Networks Laboratory). Contents. Concept. Data . Methodologies. Analytical Process. Results. Limitations and Conclusion. Rohit. Ray. ESE 251. What are Artificial Neural Networks?. ANN are inspired by models of the biological nervous systems such as the brain. Novel structure by which to process information. Number of highly interconnected processing elements (neurons) working in unison to solve specific problems.. Ali Cole. Charly. . Mccown. Madison . Kutchey. Xavier . henes. Definition. A directed network based on the structure of connections within an organism's brain. Many inputs and only a couple outputs. gambling Market. Tests of the . levitt. model of sportsbook behavior. Rodney J. Paul & Andrew P. . Weinbach. International Journal of Sports Finance, 2008. Overview. In 2004 . steven. D. . levitt. Introduction to Back Propagation Neural . Networks BPNN. By KH Wong. Neural Networks Ch9. , ver. 8d. 1. Introduction. Neural Network research is are very . hot. . A high performance Classifier (multi-class). Criterion-Related Validation. Regression & Correlation. What’s the difference between the two?. Significance . Testing. Type I and type II errors. Statistical power to reject the null. . Chapter 6 Predicting Future Performance. NFL STADIUMS WITH FASTEST WIFI NFL STADIUMS WITH FASTEST CELLULAR SPEEDSSEATTLE SEAHAWKS GREEN BAY PACKERS NEW ORLEANS SAINTS DENVER BRONCOSNBA ARENAS WITH FASTEST WIFI NBA ARENAS WITH FASTESTCELLU Learn to build neural network from scratch.. Focus on multi-level feedforward neural networks (multi-level . perceptrons. ). Training large neural networks is one of the most important workload in large scale parallel and distributed systems.