Practical AI: Machine Learning, Data Science
Technology:Software How-To
2024 promises to be the year of multi-modal AI, and we are already seeing some amazing things. In this “fully connected” episode, Chris and Daniel explore the new Udio product/service for generating music. Then they dig into the differences between recent multi-modal efforts and more “traditional” ways of combining data modalities.
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Serverless GPUs
MLOps is alive and well
3D assets & simulation at NVIDIA
GPU dev environments that just work
Machine learning at small organizations
ChatGPT goes prime time!
NLP research by & for local communities
SOTA machine translation at Unbabel
AI competitions & cloud resources
Copilot lawsuits & Galactica "science"
Protecting us with the Database of Evil
Hybrid computing with quantum processors
The practicalities of releasing models
AI adoption in large, well-established companies
Data for All
What's up, DocQuery?
Production data labeling workflows
Evaluating models without test data
Stable Diffusion
Licensing & automating creativity
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The Goat Farm
Away From The Keyboard
Arrested DevOps
Build Phase