An Introduction to Data Science
  • Course Introduction
  • Is this Course Right For You?
  • Download Course Material Here
  • What is Data Science?
  • Analytics Spectrum
  • Why Use Azure Machine Learning Studio?
  • Why Does It Matter Now?
  • The High Level Data Science Process
  • Azure Algorithms
  • Terminology
  • Summary
  • Quiz
Azure Machine Learning
  • Azure Machine Learning Studio
  • Components of an Experiment
  • Four Step Creation Process
  • Confusion Matrix Overview
  • Terminology
  • Summary
  • Quiz
Introduction to Statistical and Machine Learning Algorithms
  • Machine Learning and Supervision
  • Anomaly Detection
  • Classification
  • Terminology
  • Summary
  • Quiz
Creating A Simple Binary Classification Model
  • Use Case
  • Why A Binary Classification Model?
  • Creating The Experiment - Part 1
  • Creating The Experiment - Part 2
  • Add a Second Algorithm to Compare Against Our First
  • Reading The Models Outcome
  • Terminology
  • Summary
  • Quiz
Building A Simple Targeted Marketing Campaign
  • The Business Use Case
  • Export The Dataset
  • Upload Data Set
  • Creating the Experiment - Part 1
  • Creating the Experiment - Part 2
  • Analyze the Outcome
  • Scoring Our Model
  • Summary
  • Quiz
Conclusion
  • Conclusion