AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159

AI Deployment Simplified: Kit Ops' Role in Streamlining MLOps Practices - ML 159

In today’s episode, they dive into the intricate world of MLOps with Brad Micklea, a seasoned expert with extensive experience in software infrastructure and leadership roles at Eclipse Shay, Red Hat, AWS, and Jozu. Brad shares his journey of founding Jozu, an MLOps company that stands out with its commitment to open standards such as the OCI standard for packaging AI projects. Alongside Jozu, they explore KitOps, an innovative open-source project that simplifies version control and collaboration for AI teams.


Join them as they discuss the challenges in integrating AI models into production, the importance of monitoring API usage, and the critical role of automated rollback systems in maintaining operational excellence. They also touch on the cultural differences in operational approaches between giants like AWS and Red Hat and hear first-hand experiences on the significance of transparency, trust, and efficient risk management in both startups and established companies.


Whether you're a DevOps professional, MLOps practitioner, or data scientist transitioning to production, this episode is packed with valuable insights and practical advice to help you navigate the complexities of AI project management. Tune in to discover how Brad and his team are tackling these challenges head-on and learn how to set up your projects for success from the ground up!

Socials




Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

Episoder(209)

Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137

Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137

Richard Berk delves into the exciting world of machine learning in a thought-provoking discussion on a wide range of topics. They explore the potential for Westworld-style androids, considerations in ...

21 Des 20231h 28min

Beyond Machine Learning - ML 136

Beyond Machine Learning - ML 136

Michael and Ben take a deep dive into the insightful journey spanning nuclear engineering, software development, and mentorship at Databricks. They delve into the complexities of career progression, t...

7 Des 20231h 15min

Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135

Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135

Piotr Skalski is a computer vision engineer at Roboflow. They dive deep into the world of computer vision and AI technology, exploring the utilization of video, photo, and imagery data in array proces...

30 Nov 20231h 15min

Complexity Theory - ML 134

Complexity Theory - ML 134

In today's episode, we speak with Neil Theise, a pathologist at NYU and author of Notes on Complexity: A Scientific Theory of Connection, Consciousness and Being. Expect to learn about complexity theo...

23 Nov 20231h 28min

How To Recession Proof Your Job - BONUS

How To Recession Proof Your Job - BONUS

Get the Black Friday/Cyber Monday "Double Your Productivity by 5pm Today" DealCoupon Code: "THRIVE" for a GIANT discountAre you looking at all the layoffs and uncertainty going on and wondering if you...

23 Nov 20231h 12min

Data Watchdogs - ML 133

Data Watchdogs - ML 133

In today's episode, we speak with Agata Checinska (Spotify) and Kasia Batko-Toluc (Citizen Network Watchdog Poland) about data privacy, accessibility, and accuracy. Expect to learn about how Poland ap...

16 Nov 20231h

Causal Analysis - ML 132

Causal Analysis - ML 132

In today's episode, we speak with Pierre Eliseeff, co-founder of Analyzr and causal inference expert. Expect to learn a 3-step blueprint for doing causal analysis, thinking critically about data, crea...

9 Nov 20231h 2min

Data Visualization and Hugging Face - ML 131

Data Visualization and Hugging Face - ML 131

In today's episode, we chat with Sylvain Lesage from Hugging Face, a specialist in data visualization and software engineering. Dive in to discover insights about Hugging Face's software engineering e...

2 Nov 20231h 7min

Populært innen Business og økonomi

lydartikler-fra-aftenposten
stopp-verden
dine-penger-pengeradet
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
pengesnakk
tid-er-penger-en-podcast-med-peter-warren
finansredaksjonen
pengepodden-2
livet-pa-veien-med-jan-erik-larssen
utbytte
rss-sunn-okonomi
morgenkaffen-med-finansavisen
stormkast-med-valebrokk-stordalen
liberal-halvtime
lederpodden
rss-markedspuls-2
okonomiamatorene
rss-politisk-preik