Discover Google Cloud training your way
With 980+ learning activities to choose from, Google Cloud has designed our comprehensive catalog with you in mind. The catalog consists of a variety of activity formats for you to pick from. Choose from bite-size individual labs or multi-module courses that consist of videos, documents, labs, and quizzes. Our labs give you temporary credentials to actual cloud resources, so you can learn Google Cloud using the real thing. Earn badges for what you complete, define, track, and measure your success with Google Cloud!
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Lab Featured Exploratory Data Analysis using Bigquery and Workbench Instances
Exploratory Data Analysis using Bigquery and and Workbench Instances
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Lab Featured Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
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Lab Featured Predict Visitor Purchases with a Classification Model in BigQuery ML
In this lab, you use an available ecommerce dataset to create a classification (logistic regression) model in BigQuery ML that predicts customers' purchasing habits.
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Learning Path Featured IT Heroes Summit learning path
Market dynamics are demanding businesses optimize everything, and do more with less. Whether you're looking to innovate and automate with A/ML, rebalancing budgets, and drive velocity, or kickstart your sustainability initiatives, it's a Herculean task. That's why we've put together a set of learning paths to help…
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Lab Featured Introduction to Computer Vision with TensorFlow
In this lab you create a computer vision model that can recognize items of clothing and then explore what affects the training model.
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Lab Featured Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Cloud Service Mesh
In this lab you will install the Cloud Service Mesh, and deploy a resnet model, all on a GKE cluster.
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Lab Featured Introduction to Convolutions with TensorFlow
A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it!
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Course Featured Security & Identity Fundamentals
Security is an uncompromising feature of Google Cloud services, and Google Cloud has developed specific tools for ensuring safety and identity across your projects. In this fundamental-level quest, you will get hands-on practice with Google Cloud’s Identity and Access Management (IAM) service, which is the go-to f…
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Lab Featured Classify Images with TensorFlow Convolutional Neural Networks
In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.
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Lab Featured Translate Text with the Cloud Translation API
Cloud Translation translates an arbitrary string into any supported language. In this hands-on lab, you use the Cloud Translation API to detect the language of a text, and then translate the text.