This is a cross-over episode from our new show The Machine Learning Podcast, the show about going from idea to production with machine learning.
SummaryDeep learning is a revolutionary category of machine learning that accelerates our ability to build powerful inference models. Along with that power comes a great deal of complexity in determining what neural architectures are best suited to a given task, engineering features, scaling computation, etc. Predibase is building on the successes of the Ludwig framework for declarative deep learning and Horovod for horizontally distributing model training. In this episode CTO and co-founder of Predibase, Travis Addair, explains how they are reducing the burden of model development even further with their managed service for declarative and low-code ML and how they are integrating with the growing ecosystem of solutions for the full ML lifecycle.
AnnouncementsThe intro and outro music is from Hitman’s Lovesong feat. Paola Graziano by The Freak Fandango Orchestra/CC BY-SA 3.0
Build Your Own Personal Data Repository With Nostalgia
Simplifying Social Login For Your Web Applications
Building A Business On Building Data Driven Businesses
Using Deliberate Practice To Level Up Your Python
Checking Up On Python's Role in DevOps
Python's Built In IDE Isn't Just Sitting IDLE
Riding The Rising Tides Of Python
Debugging Python Projects With PySnooper
Making Complex Software Fun And Flexible With Plugin Oriented Programming
Faster And Safer Software Development With Feature Flags
From Simple Script To Beautiful Web Application With Streamlit
Automate Your Server Security With GrapheneX
Accelerating The Adoption Of Python At Wayfair
Building Quantum Computing Algorithms In Python
Illustrating The Landscape And Applications Of Deep Learning
Andrew's Adventures In Coderland
Network Automation At Enterprise Scale With Python
Building A Modern Discussion Forum In Python To Support Healthy Communities
Exploratory Data Analysis Made Easy At The Command Line
Cultivating The Python Community In Argentina
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