Practical AI: Machine Learning, Data Science
Technology
Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides expert guidance in how to be implement prompt engineering, but also illustrates how we got here, and where we’re likely to go next.
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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