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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

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Manage episode 372344937 series 3012777
Innhold levert av Daliana Liu. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Daliana Liu eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

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

  continue reading

90 episoder

Artwork
iconDel
 
Manage episode 372344937 series 3012777
Innhold levert av Daliana Liu. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Daliana Liu eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

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

  continue reading

90 episoder

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