Data Science on the Cloud#

  • Team Data Science Process - agile, iterative DS methodology

  • Cyclical & iterative; similar to CRISP-DM

  • MLOps - operational approach that marries the world of data scientists with operations to bring models from concept to reality in a governed and scalable way in the cloud

Data Science Lifecycle#

  • Cross-industry standard process for data mining, known as CRISP-DM

Data-Mining-Lifecycle.jpg

TDSP#

The Team Data Science Process (TDSP) is an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent applications efficiently#

tdsp-lifecycle2_resize