Guest Bio
Check out Luigi's blog and newsletter: https://mlinproduction.com/
Follow Luigi on Twitter: https://twitter.com/mlinproduction
Links Mentioned
Ultimate Guide to Deploying ML Models
Maximizing Business Impact with Machine Learning
Two Types of Companies Using ML
Josh Tobin: Research at OpenAI, Full Stack Deep Learning, ML in Production
Machine Learning is Forcing Software Development to Evolve
ML Street Talk #29: GPT-3, Prompt Engineering, Trading, AI Alignment, Intelligence
Show Notes
02:45 Luigi Patruno
04:50 How can ML teams be more rigorous in their engineering practices?
10:25 Best practices for monitoring and logging ML systems
18:00 Adding business value with data science
37:10 Most valuable types of tools for ML in production
43:15 What an ideal data pipeline setup looks like
47:50 Unbundling the "Data Scientist" role
50:35 The future of building software: "Code 2.0"
59:45 Most valuable skills for the future
01:10:15 Learnings from writing his blog "ML in Production"
01:15:00 Rapid fire questions