From the course: AI Pricing and ROI: A Technical Breakdown
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Challenge: Training AI for your start-up
From the course: AI Pricing and ROI: A Technical Breakdown
Challenge: Training AI for your start-up
(bright music) - [Instructor] Your challenge is to estimate the costs of an AI model for a startup, and we're going to be building the same system we built in our last challenge video, which is a reviews classifier. But the difference is that startups have less money and time. So your goal is to create an estimate on how to deliver this project in one week. We'll be using the exercise file under chapter four, 04, 12. It's very similar to what we've seen before. Good luck.
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Contents
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(Locked)
Overview of technical components and tooling1m 29s
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Setting up an AI training cluster3m 37s
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Cost of compute for training AI models1m 42s
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Data cleanliness and sourcing3m 29s
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Data movement and storage5m 30s
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AI model training iteration and evaluation4m 37s
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Tracking AI experiments2m 53s
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Fine-tuning models2m 49s
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Hiring the team that trains the models4m 29s
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Challenge: Training AI for your enterprise51s
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Solution: Training AI for your enterprise4m 4s
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Challenge: Training AI for your start-up33s
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Solution: Training AI for your start-up2m 31s
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