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!
112 results
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Lab Featured Predict Taxi Fare with a BigQuery ML Forecasting Model
In this lab, you explore millions of New York City yellow taxi cab trips available in a BigQuery Public Dataset, create a machine learning model inside of BigQuery to predict the fare, and evaluate the performance of your model to make predictions.
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Lab Featured Self Service ML Pipelines Using Dataprep and AutoML Tables
In this lab you will learn how to use Dataprep in conjunction with AutoML Tables to build and operate your machine learning pipelines.
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Lab Featured Set Up a Query-based Alert By Using MQL: Qwik Start
Learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.
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Lab Featured Deploy Microsoft SQL Server to Compute Engine
In this lab you will learn how to create a virtual machine with Microsoft SQL Server installed. You’ll also create a Windows user and password and learn how to connect to the Windows Server via remote desktop.
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Lab Featured Monitor a Compute Engine Virtual Machine: Qwik Start
In this lab you will learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.
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Lab Featured TensorFlow: Qwik Start
In this lab, you learn the basic ‘Hello World' of machine learning. Instead of programming explicit rules in a language such as Java or C++, you build a system that is trained on data to infer the rules that determine a relationship between numbers.
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Lab Featured Google Cloud Speech-to-Text API: Qwik Start
The Google Cloud Speech-to-Text API integrates speech recognition into dev apps; you can now send audio and receive a text transcription. Watch these short videos Powerful Speech Recognition Using Google Machine Learning and Google Cloud Speech: Qwik Start - Qwiklabs Preview
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Lab Featured Detect and Investigate Threats with Security Command Center
In this lab, you receive hands-on practice with Security Command Center’s (SCC) threat detection features and learn how to investigate and triage common vulnerabilities associated with containers and virtual machines. You also learn how to surface and manage your findings with SCC’s Event Threat Detection and Secu…
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Course Featured Attention Mechanism
This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, t…
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Course Featured Encoder-Decoder Architecture
This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder architecture and h…