From the course: Google Cloud Professional Machine Learning Engineer Cert Prep
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Next steps - Google Cloud Platform Tutorial
From the course: Google Cloud Professional Machine Learning Engineer Cert Prep
Next steps
GCP Professional Machine Learning Engineer. Let's wrap this course up and talk about everything we covered in the entire certification course. First up, we talked about the certification itself and some of the key learnings, including looking at the exam guide, also looking at the official Google material and doing labs. We also talked about how to obtain the skills to pass the exam. Really, this comes down to practicing on the Google Cloud platform. We also talked about how to translate business challenges into ML use cases. This means things like using AI tools to build AI tools. This is actually one of the more powerful ways to get a huge advantage over other people is to use advanced AI technology to help you build out code, debug code. And we also talked about how MLOps at scale works with GitHub. We also talked about AI enabled workflows as well, which is a very powerful way to build out solutions that include using…
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Contents
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Operationalize microservices1m 57s
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Monitoring and logging with Rust on Google App Engine3m 35s
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Continuous integration using Rust with GitHub Actions7m 52s
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Demo: Unit testing Rust6m 36s
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Demo: GitHub copilot-enabled Rust9m 15s
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Set up a GCP workstation with Python4m 41s
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Demo: Google Cloud Shell4m 23s
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Demo: Google Cloud Editor4m 41s
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Demo: Google CLI SDK6m 18s
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Demo: Google gcloud CLI6m 14s
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Demo: Google App Engine Rust deployment5m 15s
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Demo: Google App Engine Golang5m 8s
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Data drift explained by the naughty child problem1m 39s
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Load testing with Locust3m 25s
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Demo: Auditing via logs2m 20s
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Demo: Logging dashboard3m 41s
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Demo: Cloud web security scanner2m 46s
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Demo: Querying logging output with BigQuery3m 49s
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Demo: Load testing with Rust5m 41s
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Five whys4m 6s
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Using Google Courses3m 11s
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Building a translator with Rust and Hugging Face6m 14s
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Using PyTorch and Rust for stable diffusion7m 4s
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Using Rust with PyTorch7m 52s
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Building a CUDA GPU stress test7m 38s
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