Podcasts · Data Science With Sam
EP 7: Data Science & MLOps
· 39 min · Episode 7
Episode EP 7: Data Science & MLOps
Latest coffee chat session on Data Science features Aaron Blythe, Data Scientist and Solution Architect at Google. During this discussion, Aaron talked about various topics such as 1) essential toolkit to become a Data Scientist, 2) fundamental difference between a Data Scientist and a ML Engineers and how they can work in collaborative environment to develop sophisticated pipeline for model deployment? 3) significance of MLOps practice to modernize the Data Science model deployment pipeline by bringing CI/CD culture in Data Science world. Important learning materials: https://martinfowler.com/articles/dat... https://ml-ops.org/ Share your questions/comments below. Today's guest speaker Aaron can be reached at https://www.linkedin.com/in/aaronblythe/
Links in the notes 4
- https://martinfowler.com/articles/dat
- https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbUtKeUFxaGxNUWdWeW0xbENFNmhaQ2tDaHFQZ3xBQ3Jtc0ttXzdlTVpXSk9CZktMU0JObVdqOVRIRTFoeTl4ZlpybFdRTDNrMUhGUVNqYWd6OUxsZ3RtYjJBbjUwMHNVcnJzR3NMQXZzdU56Vno3TDhad1hmNndhLWItRFFIQzJJQlNDaGFvNkJUd0pJZjZRdHNHdw&q=https%3A%2F%2Fmartinfowler.com%2Farticles%2Fdata-mesh-principles.html&v=IJBsDFL3o-I
- https://ml-ops.org/
- https://www.linkedin.com/in/aaronblythe/
Shows are listed from Apple Podcasts' charts and directory, and Podcast Index where it is used. Every show and episode belongs to its publisher and plays from the publisher's own feed; this site hosts none of them. Explicit shows are for adult profiles only, and children’s profiles hear only children’s shows. More about this list.