Data Science Desktop Survival Guide by Graham Williams
Desktop Survival Project Home Preface Data Science Introducing R R Constructs R Tasks R Strings R Read, Write, and Create Data Template Data Exploration Data Wrangling Data Visualisation Statistics ML Template ML Scenarios ML Activities ML Applications ML Algorithms Cluster Analysis Decision Trees Computer Vision Graph Data Privacy Literate Data Science Coding with Style Resources Bibliography Index

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Contents

The Data Science Desktop Survival Guide covers many topics. This is an ongoing work and the varying depth of coverage of different topics indicates this! The book is organised alphabetically over very many separate HTML pages. The top level topics are listed below. A PDF version, as a single document is available from Togaware.

• Chapter: Preface
• Chapter: Data Science
• Chapter: Introducing R
• Chapter: R Constructs
• Chapter: R Tasks
• Chapter: R Strings
• Chapter: R Read, Write, and Create
• Chapter: Data Template
• Chapter: Data Exploration
• Chapter: Data Wrangling
• Chapter: Data Visualisation
• Chapter: Statistics
• Chapter: ML Template
• Chapter: ML Scenarios
• Chapter: ML Activities
• Chapter: ML Applications
• Chapter: ML Algorithms
• Chapter: Cluster Analysis
• Chapter: Decision Trees
• Chapter: Computer Vision
• Chapter: Graph Data
• Chapter: Privacy
• Chapter: Literate Data Science
• Chapter: Coding with Style
• Chapter: Resources
• Bibliography
• Index