jeroen janssens - predicting at the command line
TRANSCRIPT
Predicting
Motivation Essential Tools and Concepts Use Case Conclusion
Let’s stay in touch
- www: datascienceatthecommandline.com
- email: [email protected]
- twitter: @jeroenhjanssens
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Overview
- Motivation
- Use Case
- Conclusion
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Motivation
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Data Science is OSEMN
- Obtaining data
- Scrubbing data
- Exploring data
- Modeling data
- iNterpreting data
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Command Line on Mac OS X
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Command Line on Ubuntu
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
The Command Line is Awesome
- Agile
- Augmenting
- Scalable
- Extensible
- Ubiquitous
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Essential Tools andConcepts
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Command-line Tool is an Umbrella Term
- Binary executable
- Shell builtin
- Interpreted script
- Shell function
- Alias
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Concepts
- Executing a command-line tool
- Combining command-line tools
- Redirecting input and output
- Working with files
- Help!
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Over 80 Command-Line Tools
http://datascienceatthecommandline.com/#dst
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Most Important Tools for Tonight
- curl
- parallel
- jq
- csvkit
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Live demo
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Conclusion
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Three Pieces of Advice
- Be patient
- Be creative
- Be practical
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Let’s stay in touch
- www: datascienceatthecommandline.com
- email: [email protected]
- twitter: @jeroenhjanssens
Data Science at the Command Line Jeroen Janssens
Motivation Essential Tools and Concepts Use Case Conclusion
Happy hacking!
Data Science at the Command Line Jeroen Janssens