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 and the other a high-class delicacy. This can be quite deceiving when analyzing the two. We do a deep ...
May 28, 2020•55 min•Season 1Ep. 14
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 the competition. Anthony Kelly, host of the AI in Action podcast and Executive Search Consultant focuse...
May 27, 2020•58 min•Season 1Ep. 13
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 data Engineering now? Our guest on this meetup will make the case for what the advantages are if you do ...
May 21, 2020•1 hr
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 deployment of multi-cloud, multi-technology, microservices. This platform leveraged the growth of t...
May 16, 2020•59 min•Season 1Ep. 11
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 challenges that Enterprises face in deploying ML solutions, focusing on challenges with existing, legacy dev-...
May 14, 2020•1 hr 3 min•Season 1Ep. 9
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 platforms. He comes to talk with us about the difficulties of taking an ML platform from infancy to pr...
May 08, 2020•55 min•Season 1Ep. 10
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 the Community’s best practices to support Critical User Journeys, which optimize ML workflows. As a ...
May 01, 2020•1 hr 4 min•Season 1Ep. 8
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, Alex Spanos, about everything that entailed. During the meetup, we dove into how TrueLayer architected...
Apr 24, 2020•57 min•Season 1Ep. 7
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 talk, we discuss how we understand the problem space, and the architecture of the platform that we bui...
Apr 16, 2020•59 min•Season 1Ep. 6
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 with a Script in a single machine " is officially over in high-stakes ML. We're entering an era of Machin...
Apr 15, 2020•55 min•Season 1Ep. 5
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 and understand their business. You may have created models too. But, how do you scale this process n...
Apr 10, 2020•58 min•Season 1Ep. 4
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 companies automating the retraining of Machine Learning Models. You can find the whole conversation...
Apr 03, 2020•57 min•Season 1Ep. 3
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 recently was the Head of AI at Fidelity. Some of his other feats include starting 3 companies, TEDx talks, ...
Mar 26, 2020•1 hr 2 min•Season 1Ep. 2
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 about the current state of Machine Learning, what some of the main difficulties are at this stage when ...
Mar 23, 2020•34 min•Season 1Ep. 1
