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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Course Featured Essential Google Cloud Infrastructure: Foundation
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud with a focus on Compute Engine. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including i…
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Lab Featured Exploring Cost-optimization for GKE Virtual Machines
In this hands-on lab, you'll learn how to determine and select the the most cost effective machine type for a GKE application. You will also explore the pros and cons of a multi-zonal cluster.
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Course Featured Gemini for Data Scientists and Analysts
In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps analyze customer data and predict product sales. You also learn how to identify, categorize, and develop new customers using customer data in BigQuery. Using hands-on labs, you experience how Gemini improves data an…
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Course Featured Google Cloud Computing Foundations: Cloud Computing Fundamentals
The Google Cloud Computing Foundations courses are for individuals with little to no background or experience in cloud computing. They provide an overview of concepts central to cloud basics, big data, and machine learning, and where and how Google Cloud fits in. By the end of the series of courses, learners w…
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Course Featured ML Pipelines on Google Cloud
In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production machine learning platform based on TensorFlow for management of…
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Course Featured Recommendation Systems on Google Cloud
In this course, you apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine. This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.
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Course Featured Google Cloud Computing Foundations: Infrastructure in Google Cloud
The Google Cloud Computing Foundations courses are for individuals with little to no background or experience in cloud computing. They provide an overview of concepts central to cloud basics, big data, and machine learning, and where and how Google Cloud fits in. By the end of the series of courses, learners w…
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Course Featured Google Cloud Computing Foundations: Networking & Security in Google Cloud
The Google Cloud Computing Foundations courses are for individuals with little to no background or experience in cloud computing. They provide an overview of concepts central to cloud basics, big data, and machine learning, and where and how Google Cloud fits in. By the end of the series of courses, learners w…
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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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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 Cloud Natural Language API: Qwik Start
The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch these short videos Gain Valuable Insights from Text with Cloud Natural Language and Cloud Natural Language: Qwik Start - Qwiklabs Preview.
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Course Featured Computer Vision Fundamentals with Google Cloud
This course describes different types of computer vision use cases and then highlights different machine learning strategies for solving these use cases. The strategies vary from experimenting with pre-built ML models through pre-built ML APIs and AutoML Vision to building custom image classifiers using linear mod…
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Course Featured Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud - Locales
This course, Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud. The Google Cloud Computing Foundations courses are fo…
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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 Creating a Persistent Disk
In this hands-on lab, you will learn how to create a persistent disk and use it on a Google Compute Engine virtual machine. You will also learn about zones, regions, and different disk types. Watch the short preview Create a Persistent Disk, GCP Essentials.
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Course Featured Google Cloud AI and ML Solutions for the Public Sector
Building a Conversational Interface with Dialogflow CX Building conversational interfaces will enable you to engage your constituents in delightful new ways. This section will provide an overview of Dialogflow CX, which provides a range of new capabilities, languages, and functions. Scaling Equity and Access w…
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Course Featured Advanced ML: ML Infrastructure
Machine Learning is one of the most innovative fields in technology, and the Google Cloud Platform has been instrumental in furthering its development. With a host of APIs, GCP has a tool for just about any machine learning job. In this advanced-level quest, you will get hands-on practice with machine learning at …
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Course Featured Achieving Advanced Insights with BigQuery
The third course in this course series is Achieving Advanced Insights with BigQuery. Here we will build on your growing knowledge of SQL as we dive into advanced functions and how to break apart a complex query into manageable steps. We will cover the internal architecture of BigQuery (column-based sharded stor…
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Course Featured Prompt Design in Vertex AI
Complete the introductory Prompt Design in Vertex AI skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Vertex AI. Discover how to craft effective prompts, guide generative AI output, and apply Gemini models to real-world marketing s…
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Course Featured Innovating with Data and Google Cloud
Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers. In this course, you'll learn what data is, historical ways companies have used it to make decisions, a…
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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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Course Featured Google Cloud Computing Foundations: Infrastructure in Google Cloud - Locales
This course, Google Cloud Computing Foundations: Infrastructure in Google Cloud - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Google Cloud Computing Foundations: Infrastructure in Google Cloud. The Google Cloud Computing Foundations courses are for i…
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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 Predict Baby Weight with TensorFlow on Vertex AI
In this lab you train, evaluate, and deploy a machine learning model to predict a baby’s weight. You then send requests to the model to make online predictions. This lab is part of a series of labs on processing scientific data.
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Lab Featured Vertex AI: Qwik Start
In this lab, you use BigQuery for data processing and exploratory data analysis, and the Vertex AI platform to train and deploy a custom TensorFlow Regressor model to predict customer lifetime value (CLV). The goal of the lab is to introduce to Vertex AI through a high value real world use case - predictive CLV. S…
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Lab Featured Entity and Sentiment Analysis with the Natural Language API
The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.
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Course Featured Google Cloud Computing Foundations: Cloud Computing Fundamentals - Locales
This course, Google Cloud Computing Foundations: Cloud Computing Fundamentals - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Google Cloud Computing Foundations: Cloud Computing Fundamentals .The Google Cloud Computing Foundations courses are for indivi…
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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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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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Course Featured The Basics of Google Cloud Compute
Earn a skill badge by completing the The Basics of Google Cloud Compute quest, where you learn how to work with virtual machines (VMs), persistent disks, and web servers using Compute Engine. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud p…
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Lab Featured Distributed Image Processing in Cloud Dataproc
In this lab, you will learn how to use Apache Spark on Cloud Dataproc to distribute a computationally intensive image processing task onto a cluster of machines.
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Lab Featured Speech to Text Transcription with the Cloud Speech API
The Cloud Speech API lets you do speech to text transcription from audio files in over 80 languages. In this hands-on lab you’ll record your own audio file and send it to the Speech API for transcription.
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Course Featured Google Cloud Computing Foundations: Networking & Security in Google Cloud - Locales
This course, Google Cloud Computing Foundations: Networking & Security in Google Cloud - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Google Cloud Computing Foundations: Networking & Security in Google Cloud. The Google Cloud Computing Foun…
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Lab Featured Classify Images with TensorFlow on Google Cloud: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Classify Images with TensorFlow on Google Cloud course. You should be familiar with the content of these labs before attempting this lab.
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Lab Featured Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
Send an image to the Cloud Vision API and have it identify objects, faces, and landmarks
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Lab Featured Identify Horses or Humans with TensorFlow and Vertex AI
In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!
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Lab Featured Analyze Speech & Language with Google APIs: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Analyze Speech & Language with Google APIs quest. You should be familiar with the content of labs before attempting this lab.
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Lab Featured Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
In this lab you will install the Anthos Service Mesh, and deploy a resnet model, all on a GKE cluster.
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Lab Featured Extract, Analyze, and Translate Text from Images with the Cloud ML APIs
Use the Cloud Vision, Natural Language, and Translation APIs to capture text strings from images, recognize characters, and analyze and translate the text strings into other languages.
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Lab Featured Identify Damaged Car Parts with Vertex AutoML Vision
In this lab, you will learn how to train a custom Vertex AI image classification model to recognize damaged car parts.
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Lab Featured Create a Cosmetic Anomaly Detection Model using Visual Inspection AI
In this lab, you learn how to create a Cosmetic Anomaly Detection Model using Visual Inspection AI.
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Lab Featured Create a Component Anomaly Detection Model using Visual Inspection AI
In this lab, you will learn how to create a component anomaly detection model using Visual Inspection AI.
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Lab Featured Analyze Sentiment with Natural Language API: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Analyze Sentiment with Natural Language API quest. You should be familiar with the content of labs before attempting this lab.
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Course Featured Detect Manufacturing Defects using Visual Inspection AI
Earn a skill badge by completing the Detect Manufacturing Defects using Visual Inspection AI course, where you learn how to use Visual Inspection AI to deploy a solution artifact and test that it can successfully identify defects in a manufacturing process. A skill badge is an exclusive digital badge issued by G…
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Lab Featured Working with Cloud Dataprep on Google Cloud
Cloud Dataprep is Google's self-service data preparation tool. In this lab, you will learn how to use Cloud Dataprep to clean and enrich multiple datasets using a mock use case scenario of customer info and purchase history.
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Lab Featured Classify Text into Categories with the Natural Language API
In this lab you'll learn how to classify text into categories using the Natural Language API
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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 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.
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Lab Featured Awwvision: Cloud Vision API from a Kubernetes Cluster
This hands-on lab uses Kubernetes and Cloud Vision API to create an example of how to use the Vision API to classify (label) images from Reddit's /r/aww subreddit and display the labelled results in a web app.
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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…