From the course: Giving Computers Vision
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Deployment methods for machine learning models
From the course: Giving Computers Vision
Deployment methods for machine learning models
- Yeah. Is there more roles? I mean, management and all that, but I mean, is there any other functional, like, this is my day-to-day job, writing code, doing things. - Well, there is this whole ML Ops thing right. - Okay - Which is similar to what I mentioned before, but it also, it is a continuous, they would implement things like continuous, continuous integration. - Hmm - When you create a new model, it has to go through a large test suite - Yeah. - To make sure that there are no biases. It has to be better than the previous model. - Yep. - So all those things - can't break anything - Cannot break anything. - Right - So it goes through and, - Wow and it works on devices. - Yeah, cause you see cause that's massive. Cause now, now you're doing true and, and testing. - Yes. - Right. Yeah, yes it has to be better remove biases, blah, blah, blah. But, but it also. - From the onset it cannot screw up the…
Contents
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A deep dive into computer vision from an industry leader1m 5s
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The instructor's background1m 7s
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What is computer vision?5m 46s
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What is OpenCV?4m 14s
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Evolution of computer vision2m 10s
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What is artificial intelligence?3m 57s
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The birth of machine learning2m 3s
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The birth of deep learning4m 19s
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What is machine learning?5m 22s
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What is unsupervised learning?3m 59s
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How to keep bias out of AI7m 12s
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The deep learning community5m 38s
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The evolution of deep learning5m 21s
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What is gait estimation?1m 50s
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What are the areas of computer vision?5m 4s
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What programming languages do you use in computer vision?2m 3s
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Why GPUs are better for machine learning2m 45s
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How algorithms optimize themselves7m 40s
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How big are algorithms?1m 26s
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How do you design neural networks?4m 51s
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What programming languages do you machine learning pros use?3m 24s
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Deployment methods for machine learning models5m 58s
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What are the different roles in machine learning?5m 33s
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Links for the instructor46s
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