"The Long Tail Of ML Deployment // Tuhin Srivastava // MLOps Podcast #161" - Information and Links:

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  • Title: ➤  The Long Tail Of ML Deployment // Tuhin Srivastava // MLOps Podcast #161
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  • Internet Archive ID: ➤  msbngmhhv4fiam8ibnrtt7obeoiulmtzo3su3o5b

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<p>MLOps Coffee Sessions #161 with Tuhin Srivastava, The Long Tail of ML Deployment co-hosted by Abi Aryan. This episode is brought to you by QuantumBlack.// AbstractBaseten is an engineer-first platform designed to alleviate the engineering burden for machine learning and data engineers. Tuhin&amp;#39;s perspective, based on research with Stanford students, emphasizes the importance of engineers embracing the engineering aspects and considering them from a reproductive perspective.// BioTuhin Srivastava is the co-founder and CEO of Baseten. Tuhin has spent the better part of the last decade building machine learning-powered products and is currently working on empowering engineers to build production-grade services with machine learning.// MLOps Jobs board https://mlops.pallet.xyz/jobs// MLOps Swag/Merchhttps://mlops-community.myshopify.com/// Related LinksQuantumBlack: https://www.mckinsey.com/capabilities/quantumblack/contact-us</p><p>Baseten: https://www.baseten.co/Baseten Careers: https://www.baseten.co/careers--------------- ✌️Connect With Us ✌️ -------------Join our slack community: https://go.mlops.community/slackFollow us on Twitter: @mlopscommunitySign up for the next meetup: https://go.mlops.community/registerCatch all episodes, blogs, newsletters, and more: https://mlops.community/Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/Connect with Abi on LinkedIn: https://www.linkedin.com/in/goabiaryan/Connect with Tuhin on LinkedIn: https://www.linkedin.com/in/tuhin-srivastava-60601114/Timestamps:[00:00] Partnership with QuantumBlack[00:16] Nayur Khan presenting QuantumBlack[03:35] QuantumBlack is hiring![03:47] Tuhin&amp;#39;s preferred coffee[05:03] Takeaways[07:00] Please share this episode with a friend![07:12] Comments/Reviews[08:49] Tuhin&amp;#39;s background[10:13] Finance and Law common complaint culture [11:40] Doing Machine Learning in 2010 - 2011[14:31] Gum broad or the next company shape?[16:33] Engineers need to learn machine learning[20:18] Software engineers need to dig deeper[24:49] Cambrian Explosion[27:53] The Holy Trifecta[28:54] Objective truth and prompting[31:23] Limitations of LLMs[35:37] Documentation challenges[38:25] Baseten creating valuable models[40:37] Advocate for Microservices or API-based solution [42:54] Learning Git pains[44:16] Baseten back ups[48:00] Baseten is hiring![49:32] Wrap up</p>

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