Demetrios

MLOps.community

Technology EN ↓ 539 episodes

Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)

Author

Demetrios

Episodes

MLOps #14 Kubeflow vs MLflow with Byron Allen 28.05.2020 55:27

Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter The amazing Byron Allen talks to us about why MLflow and Kubeflow are not playing the same game! ML flow vs Kubeflow is more like comparing apples to oranges, or as he likes to make the analogy, they are both cheese, but one is an all-rounder an...

MLOps meetup #13 // Maximizing Job Opportunities as a Data Scientist on the Market With Anthony Kelly 27.05.2020 58:23

Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter Resume building and Interviewing tips for data scientists and Machine learning engineers. When on the job hunt, there are some tested tips and tricks that can be applied to your resume and interviews, which will give you a leg up on the rest of t...

MLOps meetup #12 // Why Data Scientists Should Know Data Engineering with Dan Sullivan 21.05.2020 59:51

MLOps meetup #12 // What are the advantages for a data scientist to know data engineering? Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter What good is learning Data Engineering skills? These days full full-stack is overflowing with all the different things you need to know about, so why learn da...

MLOps community meetup #11 // Machine Learning at Scale in Mercado Libre with Carlos de la Torre 16.05.2020 59:27

MLOps community meetup #11 Machine Learning at scale in Mercado Libre with Carlos de la Torre. Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter Mercado Libre hosts the largest online commerce and payments ecosystem in Latin America. The IT department built Fury: a PaaS framework for the development and...

MLOps.community meetup #9 with Charles Martin - 10 Years Deploying Machine Learning in the Enterprise: The Inside Scoop! 14.05.2020 1:02:47

MLOps.community meetup #9 with Charles Martin - 10 years deploying Machine Learning in the Enterprise: The Inside Scoop! Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter Why do some machine learning projects succeed while others fall completely? In this discussion, we will discuss the real-world chal...

MLOps.community #10 - MLOps - The Blind Men and the Elephant with Saurav Chakravorty 08.05.2020 55:02

Meet up #10 Saurav Chakravorty sat down with us to talk about his vision of how MLOps reflects the old Indian story of blind men and an Elephant. Join the Community: ⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter As a lead data scientist at Brillo, Saurav has built many MLOps pipelines and has experience using different ML pl...

MLOps.community meetup #8: Optimizing your ML workflow with Kubeflow 1.0 with Josh Bottum VP of Arrikto 01.05.2020 1:04:11

Join the Community: ⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter LinkedIn, Spotify, Volvo, JP Morgan, and many other market leaders are leveraging Kubeflow to simplify the creation and efficient deployment of Machine Learning models on Kubernetes. This presentation will provide an update on the Kubeflow 1.0 release and review...

MLOps meetup #7- Machine Learning and Open Banking with Alex Spanos of TrueLayer 24.04.2020 56:44

Join the Community: ⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter What does the MLOps pipeline at a London-based FinTech startup, TrueLayer, look like? London-based fintech start-up TrueLayer decided to use Machine Learning instead of a rule-based system in mid-2019, and in our 7th meetup, we spoke to their lead data scientist,...

MLOps.community #6 - Mid Scale Production Feature Engineering with Dr. Venkata Pingali 16.04.2020 59:11

In our 6th meetup, we spoke with the CEO of Scribble Data Dr. Venkata Pingali. Join the Community: ⁠⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠⁠https://go.mlops.community/YTNewsletter Scribble helps build and operate production feature engineering platforms for sub-fortune 1000 firms. The output of the platforms is consumed by data science and analytical teams. In this ta...

MLOps.community #5 - High Stakes ML: Latent Conditions and Active Failures with Flavio Clesio 15.04.2020 55:27

Join the Community: ⁠⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠⁠ Get the newsletter: ⁠⁠⁠⁠https://go.mlops.community/YTNewsletter In our 5th meetup, we spoke with the Brasilian ML Engineer Flavio Clesio. Machine Learning Systems play a huge role in several businesses, from the Banking industry to recommender systems in entertainment applications to health domains. The era of " A Data Scientist...

MLOps.community #4 - Building an ML platform @SurveyMonkey with Shubhi Jain 10.04.2020 58:06

MLOps Community Meetup #4 With Shubhi Jain Join the Community: ⁠⁠⁠https://go.mlops.community/YTJoinIn⁠⁠⁠ Get the newsletter: ⁠⁠⁠https://go.mlops.community/YTNewsletter In the 4th online meetup for our MLOps.community We spoke with Shubhi Jain, Machine Learning Engineer, and an all-around great guy! Every organization is leveraging machine learning (ML) to provide increasing value to its customers...

Hierarchy of Machine Learning Needs // Phil Winder // MLOps Meetup #3 03.04.2020 56:43

MLOps community meetup #3! Last Wednesday, we talked to Phil Winder, CEO, Winder Research. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // Abstract Phil Winder of Winder Research joined us for the 3rd installment of our MLOps community meetup. In this clip taken from the long conversation, he speaks about why or why not he sees...

What Does Best in Class AI/ML Governance Look Like in Financial Services? // Charles Radclyffe // MLOps Meetup #2 26.03.2020 1:01:30

MLOps community meetup #2! Last Wednesday, we talked to Charles Radclyffe, Technology Governance and ESG Specialist, AI Ethics. Join the Community: ⁠⁠https://go.mlops.community/YTJoinIn⁠⁠ Get the newsletter: ⁠⁠https://go.mlops.community/YTNewsletter What does best-in-class AI/ML governance look like in financial services? For this episode, we are joined by Charles Radclyffe, who until very recentl...

Our 1st MLOps Meetup // Luke Marsden // MLOps Meetup #1 23.03.2020 34:21

The 1st MLOps.community meetup on 3.18.2020 featuring Luke Marsden from Dotscience. Join the Community: ⁠https://go.mlops.community/YTJoinIn⁠ Get the newsletter: ⁠https://go.mlops.community/YTNewsletter What is MLOps, and how can it help me work remotely? The first episode of our weekly MLOps community virtual meetup with CEO and founder of the MLOps platform dotscience Luke Marsden talk to us abo...