Tools for Data Science

Figure -1- Blocks showing fundamental stages in data science
Fig -2- Open source tools for Data Management
Fig -3- Open source tools for Data Integration and Transformation
Fig -4- Open source tools for Data Visualization
Fig -5- Photo taken from the book of Better Visualization: A Guide for Scholars, Researchers, and Wonks written by Jonathan Schwabish
Fig -6- Open source tools for Model Deployment
Fig -6- Open source tools for Model Monitoring and Assessment
Fig -7- Open source tools for Code Asset Management
Fig -8- Open source tools for Data Asset Management
Fig -9- Open source tools for Development Environments
Fig -10- Open source tools for Execution Environments
Fig -11- Open source Fully Integrated Visual Tools
Fig -12- Open source Programming languages

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