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Data Science "Mix Martial Arts", applied re-inforcement learning, scaling AI workloads using Ray - Max Pumperla - The Data Scientist Show #065
Max Pumperla designed his own career path in data science. He is a freelance software engineer at AnyScale, and also a data science professor. We talked about reinforcement learning, open source contributions, Ray for data scientists, and his view on the data scientists role. If you enjoy the show, subscribe to the channel and leave a 5-star review. Subscribe to Daliana's newsletter on www.dalianaliu.com for more on data science and career.
Max’s LinkedIn: https://www.linkedin.com/in/max-pumperla-a8099354/
Max's GitHub: https://github.com/maxpumperla
Daliana's Twitter: https://twitter.com/DalianaLiu
Daliana's LinkedIn: https://www.linkedin.com/in/dalianaliu
(00:00:00) Introduction
(00:09:19) How he got a remote job through Twitter
(00:14:06) Introduction to Ray
(00:18:52) Reinforcement learning
(00:23:56) Key lessons on integrating customer feedback
(00:35:12) Flaws in data science job titles
(00:45:51) How to be irreplaceable as a data scientist
(00:48:55) An unconventional career path as a data scientist
(01:12:24) Productivity and work-life balance
(01:28:10) Advice for building a personal brand
View all episodes
By Daliana Liu
4.7
7575 ratings
Max Pumperla designed his own career path in data science. He is a freelance software engineer at AnyScale, and also a data science professor. We talked about reinforcement learning, open source contributions, Ray for data scientists, and his view on the data scientists role. If you enjoy the show, subscribe to the channel and leave a 5-star review. Subscribe to Daliana's newsletter on www.dalianaliu.com for more on data science and career.
Max’s LinkedIn: https://www.linkedin.com/in/max-pumperla-a8099354/
Max's GitHub: https://github.com/maxpumperla
Daliana's Twitter: https://twitter.com/DalianaLiu
Daliana's LinkedIn: https://www.linkedin.com/in/dalianaliu
(00:00:00) Introduction
(00:09:19) How he got a remote job through Twitter
(00:14:06) Introduction to Ray
(00:18:52) Reinforcement learning
(00:23:56) Key lessons on integrating customer feedback
(00:35:12) Flaws in data science job titles
(00:45:51) How to be irreplaceable as a data scientist
(00:48:55) An unconventional career path as a data scientist
(01:12:24) Productivity and work-life balance
(01:28:10) Advice for building a personal brand
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