The MLOps Podcast

✍️ Building ML Teams and Platforms with Assaf Pinhasi

Jan 23, 2023

01:18:11

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Machine Learning Is a System Level Optimization Process

02:18

Chat GPT - The Future of Machine Learning

03:13

Is There a Consolidation of Tools and Platforms in Machine Learning?

02:13

Introduction

5min

Machine Learning and Machine Learning - What I Learned From PayPal

2min

How Did It All Work?

3min

The ETL Approach to Modeling and Model Monitoring

3min

Is There a Comparative Approach to Cloud Platforms?

2min

Deep Learning - What Is It All About?

3min

Zebra

2min

Transition to Unstructured Data

5min

The Biggest Botanical Combination

4min

10.

What Do You Do in Your Day to Day?

2min

11.

Machine Learning and Production at Scale

4min

12.

Machine Learning Is a System Level Optimization Process

2min

13.

Scale and Data Six

5min

14.

DevOps

3min

15.

The Core Tenets of Machine Learning and Production

6min

16.

I Think the Iterate Fast Part Is Really Important for Data Scientists

4min

17.

The Role of the Team in Machine Learning

3min

18.

Machine Learning and MLOps - What's Next?

2min

19.

Is There a Consolidation of Tools and Platforms in Machine Learning?

2min

20.

Machine Learning Platforms

2min

21.

Chat GPT - The Future of Machine Learning

3min

22.

Machine Learning

5min

23.

Is There a Way to Automate Product Development?

2min

24.

Machine Learning

3min

In this episode, I speak with Assaf Pinhasi, ML engineering and MLOps consultant extraordinaire! Assaf was the VP R&D at Zebra Medical Vision, and built the PayPal Risk organization's Big Data Platform. We dive into building ML infrastructure from scratch 10 years ago vs. today, best practices involved in building teams to support machine learning models in production, and the future of generative models.

Watch the video: https://youtu.be/tSbuDA5tMxQ

Join our Discord community: https://discord.gg/tEYvqxwhah

➡️ Assaf Pinhasi on LinkedIn – https://www.linkedin.com/in/assafpinhasi/

🌐 Check Out Our Website! https://dagshub.com

Social Links:

➡️ LinkedIn: https://www.linkedin.com/company/dagshub

➡️ Twitter: https://twitter.com/TheRealDAGsHub

➡️ Dean Pleban: https://twitter.com/DeanPlbn

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The MLOps Podcast

✍️ Building ML Teams and Platforms with Assaf Pinhasi

Machine Learning Is a System Level Optimization Process

Chat GPT - The Future of Machine Learning

Is There a Consolidation of Tools and Platforms in Machine Learning?

Get the Snipdpodcast app

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Save anymoment

Share& Export

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Get the Snipd
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