azure machine learning
TRANSCRIPT
AZURE MACHINE LEARNING Bringing New Value To Old Data
September 17th 2015
ACKNOWLEDGEMENTS Greg R. Beaumont – Rise of the Machine (Learning) https://www.youtube.com/watch?v=smfDb_L4WH8
Thanks Greg!
ABOUT CHASE Q. AUCOIN Height: 6’10” Last name pronounced: Oak-Wine Current Position: Development Lead of Communications at VinSolutions
Nearly a decade of data and software architecture experience
Let’s connect on LinkedIn https://www.linkedin.com/in/chaseaucoin
WHAT I HOPE YOU GET OUT OF THIS SESSION What Is Machine Learning How Can Predictive Analytics & Azure ML Add Value To My Organization
What Is Azure ML, & Why Is It Different From Traditional ML Tools Example Use Cases For Azure ML How Do I Get Started With Azure ML and Machine Learning Questions & Answers / Shameless Self Promotion
WHAT IS MACHINE LEARNING? Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. Such algorithms operate by building a model from example inputs in order to make data-driven predictions or decisions, rather than following strictly static program instructions.
Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making. It has strong ties to mathematical optimization, which delivers methods, theory and application domains to the field.
https://en.wikipedia.org/wiki/Machine_learning
WHAT IS MACHINE LEARNING?
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data Science
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data SciencePredictive Analytics
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data SciencePredictive AnalyticsMachine Learning
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data SciencePredictive AnalyticsMachine Learning
Data Mining
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data SciencePredictive AnalyticsMachine Learning
Data Mining
Big Data
Massive volumes of structured and
unstructured data.
ML|DATA MINING|DATA SCIENCE|AI|BIG DATA
Statistics
Data SciencePredictive AnalyticsMachine Learning
Data Mining
Big DataArtificial Intelligence
“The study and design of
intelligent agents” and the creation of
machines that learn
Massive volumes of structured and
unstructured data.
MACHINE LEARNING SUCCESS STORIES
MACHINE LEARNING SUCCESS STORIES Halo player matching
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition News Story Clustering
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition News Story Clustering Credit Fraud Detection
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition News Story Clustering Credit Fraud Detection Self Driving Cars
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition News Story Clustering Credit Fraud Detection Self Driving Cars Robotics
MACHINE LEARNING SUCCESS STORIES Halo player matching SPAM filters Recommendation Engines Handwriting Recognition News Story Clustering Credit Fraud Detection Self Driving Cars Robotics Image Recognition
Business Need
Business Need
Intuition
Business Need
IntuitionBusiness Analysis
Business Need
Intuition
Business Analysis
Technical Analysis
Business Need
Intuition
Business Analysis
Technical Analysis
Development
Business Need
Intuition
Business Analysis
Technical Analysis
Development
Deployment
Business Need
Intuition
Business Analysis
Technical Analysis
Development
Deployment
Validation
DEMO | SANITIZATION & FEATURE SELECTION
DEMO | TRAINING A MODEL
DEMO | EVALUATION & VALIDATION
DEMO | DEPLOYMENT & UTILIZATION
SHAMELESS SELF PROMOTION Education & Assitance: Coding Patterns/Practices, Building To Scale, WCF, Cloud Patterns, API Management, Machine Learning, Azure Administration, Deployment Automation:
Phone/Text: 816-209-0033 https://www.linkedin.com/in/chaseaucoin [email protected]
Cupcake Factory – Distributed services made easy. Ask about alpha access!
http://cupcakefactory.net
REFERENCES Greg R. Beaumont – Rise of the Machine (Learning) https://www.youtube.com/watch?v=smfDb_L4WH8
Azure ML Pricing & Info http://azure.microsoft.com/en-us/services/machine-learning/
Azure ML Studio https://studio.azureml.net/
Azure ML Gallery https://gallery.azureml.net/
QUESTIONS AND ANSWERS Go ahead. Get it off your chest. I’m listening.
THANK YOU!!