Agentic Conversations (formally mlops.community)
Agentic Conversations (formally mlops.community)
Demetrios
MLX: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
50 minutes Posted Aug 3, 2022 at 1:40 pm.
] Introduction to Xiangrui Meng
] Takeaways
] Xiangrui's background
] What kept Xiangrui in Databricks
] What needs to be done to get there
] Machine Learning passion of Xiangrui
] Changes in building that keep you fresh for the future
] Evolution core challenges to real-time and use cases in real-time
] DevOps + DataOps + ModelOps = MLOps
] MLFlow Support
] Notebooks to production debates  
] Companies tackling Notebooks to production
] MLOoops stories
] Opinionated MLOps productionizing in a good way
] Xiangrui's MLOps Vision
] Lightning round
] Wrap up
0:00
50:17
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Show notes
MLOps Coffee Sessions #112 with Xiangrui Meng, Principal Software Engineer of Databricks, MLX: Opinionated ML Pipelines in MLflow co-hosted by Vishnu Rachakonda.
// Abstract
MLX is to enable data scientists to stay mostly within their comfort zone utilizing their expert knowledge while following the best practices in ML development and delivering production-ready ML projects, with little help from production engineers and DevOps.
// Bio
Xiangrui Meng is a Principal Software Engineer at Databricks and an Apache Spark PMC member. His main interests center around simplifying the end-to-end user experience of building machine learning applications, from algorithms to platforms and to operations.
// MLOps Jobs board  
https://mlops.pallet.xyz/jobs
MLOps Swag/Merch
https://mlops-community.myshopify.com/
// Related Links
Good Strategy Bad Strategy: The Difference and Why It Matters book by Richard Rumelt:
https://www.amazon.com/Good-Strategy-Bad-Difference-Matters/dp/0307886239
--------------- ✌️Connect With Us ✌️ -------------
Join our slack community: https://go.mlops.community/slack
Follow us on Twitter: @mlopscommunity
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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/
Connect with Xiangrui on LinkedIn: https://www.linkedin.com/in/mengxr/
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