From the course: Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications
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Design an AI system for GCP - Google Cloud Tutorial
From the course: Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications
Design an AI system for GCP
- [Presenter] So how do you do a proper machine learning or artificially intelligent application design, or building a knowledge base and figuring out how it's going to be leveraged? Well first, again, we need to figure out, and this is kind of core to everything that we're doing, what the requirements are, and who needs to understand the requirements. Typically those building the knowledge engine and those building the applications that are communicating with the knowledge engine. We need to take a data oriented approach. Understanding that our data design, the ability to train the model, and do so on-going, is going to be an imperative for success. Then we need to figure out what our knowledge base is going to be. Ultimately where the model's going to be structured, and how it's going to carry out its understanding. Of course we have to think about things that we normally aren't forced to think about, dealing with…
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