Do You Live or Die - Explaining Machine Learning with Azure and the Titanic Dataset

Explore machine learning concepts using Azure and the Titanic dataset in this 46-minute conference talk from BSidesSTL 2019. Dive into supervised and unsupervised learning, security applications, and the significance of the Titanic dataset. Learn how to get started with Azure Machine Learning Studio, including data preparation, column selection, and cleaning techniques. Discover the process of splitting data, connecting data types, and evaluating results using confusion matrices. Gain insights into creating predictive web services and utilizing Excel for machine learning tasks. Access resources on the Titanic dataset, machine learning examples, and Azure Machine Learning Studio to further enhance your understanding of this powerful technology.

Introduction
Supervised vs Unsupervised
Walle
Security applications
Why the Titanic dataset
Good or Bad
Moment of Silence
Getting Started
Titanic Data
Select
Column Selector
Clean Data
Median
Split Data
Connect Data
Data Types
Connecting Data Types
Testing
Evaluation Results
Confusion Matrix
Predictive Web Service
Excel
Resources
Titanic Dataset
Machine Learning Examples
Azure Machine Learning Studio
Machine on the Machine