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GOOGLE FACILITATOR PROGRAM 2022Unique Labs:
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GSP282
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Channel Name: Sakura SatioGSP001
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Channel Link: https://www.youtube.com/channel/UCiWP5KYh4MWj-yp3j-DMIrA GSP002
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Email: sakurasatio@gmail.com GSP100
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How to get monthly subscription: https://youtu.be/hlsUAvEkuz4GSP007
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Grey Color indicates Labs Under MaintenanceGSP313
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Tracks to attempt in color orange! do not waste time attempting optional labs (the labs that take less time are marked in orange)GSP073
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GSP064
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Total Unique No. Of Labs to Perform: 195 (excluding video and quiz)GSP089
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This same spreadsheet is available at: https://sakurasatio.github.io/googlefacilitator2022/ (https://youtu.be/yYKTWggYIj8)GSP080
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GSP095
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Track 1: Cloud Infrastructure TrackGSP315
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1. Skill Badge: Create and Manage Cloud ResourcesGSP499
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A Tour of Google Cloud Hands-on LabsGSP282https://youtu.be/KFjyI-o60W8GSP211
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Creating a Virtual MachineGSP001https://youtu.be/laj_nk3PSewAny one out of the twoGSP213
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Compute Engine: Qwik Start - WindowsGSP093https://youtu.be/Tpc1A1_eRJsGSP215
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Getting Started with Cloud Shell and gcloudGSP002https://youtu.be/33dgegFLIz0GSP216
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Kubernetes Engine: Qwik StartGSP100https://youtu.be/V-3b6r9ketUGSP322
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Set Up Network and HTTP Load BalancersGSP007https://youtu.be/ixfd4RXJM-wGSP055
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Create and Manage Cloud Resources: Challenge LabGSP313https://youtu.be/rwEp5P3Sg8IGSP021
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2. Skill Badge: Perform Foundational Infrastructure Tasks in Google CloudGSP053
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Cloud Storage: Qwik Start - Cloud ConsoleGSP073https://youtu.be/h9eyn09A-XgAny one out of the twoGSP051
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Cloud Storage: Qwik Start - CLI/SDKGSP074https://youtu.be/d7Lcd9YNsLoGSP318
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Cloud IAM: Qwik StartGSP064https://youtu.be/aqUVvpx3Up8GSP281
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Cloud Monitoring: Qwik StartGSP089https://youtu.be/sc8EgXCHc6wGSP321
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Cloud Functions: Qwik Start - ConsoleGSP081https://youtu.be/9vBYxdN_oZUAny one out of the twoVideo
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Cloud Functions: Qwik Start - Command LineGSP080https://youtu.be/E3LI8XEcr4IGSP121
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Google Cloud Pub/Sub: Qwik Start - ConsoleGSP096https://youtu.be/6LCWwbJ9IXwAny one out of the ThreeGSP233
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Google Cloud Pub/Sub: Qwik Start - Command LineGSP095https://youtu.be/03Tm7U2cokAGSP902
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Google Cloud Pub/Sub: Qwik Start - PythonGSP094https://youtu.be/4xYm_VUYyqUGSP330
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Perform Foundational Infrastructure Tasks in Google Cloud: Challenge LabGSP315https://youtu.be/ypbGzTmMUb4Quiz
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3. Skill Badge: Build and Secure Networks in Google CloudGSP614
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User Authentication: Identity-Aware ProxyGSP499https://youtu.be/YPn5D32NKRgGSP621
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Multiple VPC NetworksGSP211https://youtu.be/iFPLs6GtyioGSP622
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VPC Networks - Controlling AccessGSP213https://youtu.be/MNPlumfQ83UGSP623
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HTTP Load Balancer with Cloud ArmorGSP215https://youtu.be/8CfH5-MumuAGSP087
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Create an Internal Load BalancerGSP216https://youtu.be/YoDpFYOOhtAGSP117
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Build and Secure Networks in Google Cloud: Challenge LabGSP322https://youtu.be/yBy0qrEeBooGSP114
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4. Skill Badge: Deploy to Kubernetes in Google CloudGSP118
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Introduction to DockerGSP055https://youtu.be/VQMnsOnE618GSP116
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Kubernetes Engine: Qwik StartGSP100https://youtu.be/V-3b6r9ketUGSP133
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Orchestrating the Cloud with KubernetesGSP021https://youtu.be/P7TrfXl3XtQGSP182
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Managing Deployments Using Kubernetes EngineGSP053https://youtu.be/zaQFriS9FnYGSP301
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Continuous Delivery with Jenkins in Kubernetes EngineGSP051https://youtu.be/c6i7X27JA2kGSP303
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Deploy to Kubernetes in Google Cloud: Challenge LabGSP318https://youtu.be/Jm1m6fma9aIGSP304
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5. Skill Badge: Setup and Configure a Cloud Environment in Google CloudGSP305
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Cloud IAM: Qwik StartGSP064https://youtu.be/aqUVvpx3Up8GSP306
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Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ssGSP101
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Multiple VPC NetworksGSP211https://youtu.be/iFPLs6GtyioGSP090
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Cloud Monitoring: Qwik StartGSP089https://youtu.be/sc8EgXCHc6wGSP092
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Managing Deployments Using Kubernetes EngineGSP053https://youtu.be/zaQFriS9FnYGSP111
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Set Up and Configure a Cloud Environment in Google Cloud: Challenge LabGSP321https://youtu.be/-y1Pl7lcs2wGSP091
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6. Skill Badge: Implement DevOps in Google CloudGSP338
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Accelerate the State of DevOps 2019Video-GSP009
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Cloud Source Repositories: Qwik StartGSP121https://youtu.be/XIvtNiXLGogGSP038
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Managing Deployments Using Kubernetes EngineGSP053https://youtu.be/zaQFriS9FnYGSP486
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Deploy Kubernetes Load Balancer Service with TerraformGSP233https://youtu.be/Rp3w6hCWe4YGSP067
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Troubleshooting Workloads on GKE for Site Reliability EngineersGSP902https://youtu.be/8N8uOLchQYkGSP263
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Continuous Delivery with Jenkins in Kubernetes EngineGSP051https://youtu.be/c6i7X27JA2kGSP294
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Implement DevOps in Google Cloud: Challenge LabGSP330https://youtu.be/Uegu5aS1YD8GSP174
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7. Quest: Understanding Your Google Cloud CostsGSP487
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Setting Up Your Google Cloud Billing AccountVideo-watch video for a few seconds and quitGSP325
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Organizing Your Google Cloud ResourcesVideo-GSP183
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Managing Billing AccountsVideo-GSP184
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Managing Billing Access PermissionsVideo-GSP185
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Google Cloud Resource ManagementVideo-GSP186
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Knowledge Check: Managing Your Billing AccountQuizhttps://youtu.be/HliOfF_WnW8GSP187
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Tracking and Understanding Your Google Cloud CostsVideo-watch video for a few seconds and quitGSP188
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Understanding Your Google Cloud InvoiceVideo-GSP172
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Exploring Your Google Cloud Costs with Billing ReportsVideo-GSP209
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A Tour of Google Cloud Hands-on LabsGSP282https://youtu.be/KFjyI-o60W8GSP659
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Understanding and Analyzing Your Costs with Google Cloud Billing ReportsGSP614https://youtu.be/9Dvt9aCtF8cGSP662
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Exporting your Billing Data and Creating Custom DashboardsVideo-watch and quitGSP663
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Analyzing Billing Data with BigQueryGSP621https://youtu.be/hVVrEfPCEeQGSP699
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Visualizing Billing Data with Google Data StudioGSP622https://youtu.be/qLn8ztFbZ1wGSP319
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Examining BigQuery Billing Data in Google SheetsGSP623https://youtu.be/py3C4tZtR4EGSP122
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8. Quest: Google Cloud Solutions IGSP144
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Autoscaling an Instance Group with Custom Cloud Monitoring MetricsGSP087https://youtu.be/zREXUJ-RN70GSP131
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Setting up Jenkins on Kubernetes EngineGSP117https://youtu.be/FQIn3sQTZogGSP152
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Continuous Delivery Pipelines with Spinnaker and Kubernetes EngineGSP114https://youtu.be/4xegAnTEBpgGSP106
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Deploying a Fault-Tolerant Microsoft Active Directory EnvironmentGSP118https://youtu.be/VOvVP5For6oGSP081
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Deploying Memcached on Kubernetes EngineGSP116https://youtu.be/srZewjyU3voGSP112
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Running Dedicated Game Servers in Google Kubernetes EngineGSP133https://youtu.be/uzAMbVQ0KU8GSP164
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Distributed Load Testing Using KubernetesGSP182https://youtu.be/XyN2a9oTFe0GSP277
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9. Skill Badge: Cloud Architecture: Design, Implement, and ManageGSP421
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Deploy a Compute Instance with a Remote Startup ScriptGSP301https://youtu.be/weTMYpfiMLAGSP288
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Configure Secure RDP using a Windows Bastion HostGSP303https://youtu.be/ZeecR0R8ic0GSP293
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Build and Deploy a Docker Image to a Kubernetes ClusterGSP304https://youtu.be/66uSsFkni-oGSP422
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Scale Out and Update a Containerized Application on a Kubernetes ClusterGSP305https://youtu.be/_j6toH8PABUGSP097
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Migrate a MySQL Database to Google Cloud SQLGSP306https://youtu.be/6WlsXtq_m90GSP119
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Google Cloud Essential Skills: Challenge LabGSP101https://youtu.be/5FDMQVyqEF0GSP086
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10. Skill Badge: Monitor and Log with Google Cloud Operations SuiteGSP278
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Cloud Monitoring: Qwik StartGSP089https://youtu.be/sc8EgXCHc6wGSP279
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Monitoring Multiple Projects with Cloud MonitoringGSP090https://youtu.be/-X1QR0-q_xMGSP088
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Monitoring and Logging for Cloud FunctionsGSP092https://youtu.be/xO6AaXPZyX8GSP224
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Reporting Application Metrics into Cloud MonitoringGSP111https://youtu.be/GTozvvON1oQGSP258
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Creating and Alerting on Logs-based MetricsGSP091https://youtu.be/0-GolEx3GlkGSP265
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Autoscaling an Instance Group with Custom Cloud Monitoring MetricsGSP087https://youtu.be/zREXUJ-RN70GSP249
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Monitor and Log with Google Cloud Operations Suite: Challenge LabGSP338https://youtu.be/-W5h-N5U0i0GSP126
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Track 2: Cloud-native Application Development TrackGSP698
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1. Quest: Google Developer EssentialsGSP239
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Weather Data in BigQueryGSP009https://youtu.be/QsJ17Ck7fmoGSP250
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Classify Images of Clouds in the Cloud with AutoML VisionGSP223https://youtu.be/MEysImyFCcgAny one out of the twoGSP642
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Entity and Sentiment Analysis with the Natural Language APIGSP038https://youtu.be/Uk3RdpsSb1EGSP643
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Google Assistant: Build a Restaurant Locator with the Places APIGSP486https://youtu.be/cqS4mlyT42sGSP747
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App Engine: Qwik Start - JavaGSP068optionalAny one out of the twoGSP344
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App Engine: Qwik Start - PythonGSP067https://youtu.be/VknDCAWrs04GSP644
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Autoscaling an Instance Group with Custom Cloud Monitoring MetricsGSP087https://youtu.be/zREXUJ-RN70GSP650
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2. Skill Badge: Build Interactive Apps with Google AssistantGSP761
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Google Assistant: Qwik Start - DialogflowGSP263https://youtu.be/0Int1wISGUUGSP762
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Introduction to APIs in GoogleGSP294https://youtu.be/T3kwZApNlUoGSP328
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Google Assistant: Build an Application with Dialogflow and Cloud FunctionsGSP174https://youtu.be/9j-NlgVDmWsGSP071
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Google Assistant: Build a Youtube Entertainment AppGSP487https://youtu.be/XmqT9XxhM3MGSP407
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Google Assistant: Build a Restaurant Locator with the Places APIGSP486https://youtu.be/cqS4mlyT42sGSP408
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Build Interactive Apps with Google Assistant: Challenge LabGSP325https://youtu.be/xXme8LWe2kwGSP409
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3. Quest: Cloud DevelopmentGSP787
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App Dev: Setting up a Development Environment - PythonGSP183https://youtu.be/LvZeakJWUPQAny one out of the twoGSP247
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App Dev: Setting up a Development Environment - JavaGSP166optionalGSP229
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App Dev: Storing Application Data in Cloud Datastore - PythonGSP184https://youtu.be/SbNbJLkawgUAny one out of the twoGSP246
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App Dev - Storing Application Data in Cloud Datastore - JavaGSP167optionalGSP461
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App Dev: Storing Image and Video Files in Cloud Storage - PythonGSP185https://youtu.be/9luEjgIdwhoAny one out of the twoGSP431
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App Dev-Storing Image and Video Files in Cloud Storage-JavaGSP168optionalGSP341
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App Dev: Adding User Authentication to your Application - PythonGSP186https://youtu.be/MvH4U7ZcExEAny one out of the twoGSP410
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App Dev-Adding User Authentication to your Application-JavaGSP169optionalGSP411
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App Dev: Developing a Backend Service - PythonGSP187https://youtu.be/823ncSB2YnEAny one out of the twoGSP403
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App Dev: Developing a Backend Service - JavaGSP170optionalGSP729
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App Dev: Deploying the Application into Kubernetes Engine - PythonGSP188https://youtu.be/D4WfqL8m7IcAny one out of the twoGSP789
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App Dev - Deploying the Application into Kubernetes Engine - JavaGSP171optionalGSP814
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App Dev - Deploying the Application into App Engine Flexible Environment - JavaGSP172https://youtu.be/sjNNbvQU0d0GSP160
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Cloud Monitoring: Qwik StartGSP089https://youtu.be/sc8EgXCHc6wGSP604
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Cloud Profiler: Qwik StartGSP209https://youtu.be/ZL5SSuzKq0MGSP603
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4. Skill Badge: Build a Website on Google CloudGSP420
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Hosting a Static Web App on Google Cloud using Cloud StorageVideo-watch and quitGSP665
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Deploy Your Website on Cloud RunGSP659https://youtu.be/LV840wYikRwGSP430
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Hosting a Web App on Google Cloud using Compute Engine (video)Video-watch and quitGSP290
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Hosting a Web App on Google Cloud Using Compute EngineGSP662https://youtu.be/FAXI0jUDtHMGSP283
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Deploy, Scale, and Update Your Website on Google Kubernetes EngineGSP663https://youtu.be/QSNIII1fNbkGSP327
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Migrating a Monolithic Website to Microservices on Google Kubernetes EngineGSP699https://youtu.be/LY58MrFDKYwGSP196
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Case Study: Hosting Scalable web apps on Google CloudVideo-watch and quitGSP234
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Build a Website on Google Cloud: Challenge LabGSP319https://youtu.be/asC6QW3FCNIGSP943
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5. Quest: Baseline: Deploy & DevelopGSP423
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Google Cloud SDK: Qwik Start - Redhat/CentosGSP122https://youtu.be/GM6gHdZPGKUGSP449
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App Engine: Qwik Start - PythonGSP067https://youtu.be/VknDCAWrs04Any one out of the FIVEGSP413
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App Engine: Qwik Start - GoGSP070optionalGSP414
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App Engine: Qwik Start - JavaGSP068optionalGSP412
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App Engine: Qwik Start - PHPGSP069optionalGSP416
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App Engine: Qwik Start - RubyGSP132optionalGSP340
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Cloud Source Repositories: Qwik StartGSP121https://youtu.be/XIvtNiXLGogGSP008
151
Container-Optimized OS: Qwik StartGSP144https://youtu.be/XJRwJifnCqQGSP010
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Datastore: Qwik StartGSP131https://youtu.be/VbsvTaVpO1MGSP012
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Cloud SQL for MySQL: Qwik StartGSP151optionalAny one out of the twoGSP013
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Cloud SQL for PostgreSQL: Qwik StartGSP152https://youtu.be/-V4Ii_OrcpUGSP900
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Data Loss Prevention: Qwik Start - Command LineGSP106https://youtu.be/cZhTvNVEj28Any one out of the twoGSP141
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Data Loss Prevention: Qwik Start - JSONGSP107video will be uploaded soonGSP142
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Cloud Functions: Qwik Start - Command LineGSP080https://youtu.be/E3LI8XEcr4IAny one out of the twoGSP138
158
Cloud Functions: Qwik Start - ConsoleGSP081https://youtu.be/9vBYxdN_oZUGSP076
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Video Intelligence: Qwik StartVideo-watch and quitGSP105
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Cloud Security Scanner: Qwik StartGSP112https://youtu.be/XqgfypusmKsGSP207
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Google Assistant: Qwik Start - DialogflowGSP263https://youtu.be/0Int1wISGUUGSP104
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Cloud Endpoints: Qwik StartGSP164https://youtu.be/VyKV2rdVgMYGSP154
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6. Quest: Exploring APIsGSP323
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Introduction to APIs in GoogleGSP294https://youtu.be/T3kwZApNlUoGSP710
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APIs Explorer: Qwik StartGSP277https://youtu.be/nG8UU--sbycGSP709
166
APIs Explorer: Cloud StorageGSP421https://youtu.be/Oh0JLEc-gN8GSP684
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APIs Explorer: Create and Update a ClusterGSP288https://youtu.be/oIT3fyfy2IwGSP324
168
APIs Explorer: Compute EngineGSP293https://youtu.be/_y-qKQsyaW0GSP048
169
APIs Explorer: App EngineGSP422https://youtu.be/7qyXldCfDXoGSP223
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APIs Explorer: Cloud SQLGSP423https://youtu.be/eQzF3LYRppYAny one out of the twoGSP037
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Cloud Natural Language API: Qwik StartGSP097https://youtu.be/sj4MHE5sHOkGSP075
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APIs Explorer: PubSub and IoTGSP284optionalAny one out of the twoGSP063
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Google Cloud Speech API: Qwik StartGSP119https://youtu.be/ls7ubjAvZYoGSP066
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7. Quest: IoT in the Google CloudGSP329
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Internet of Things: Qwik StartGSP086https://youtu.be/pBBF2BBDtmAGSP637
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Streaming IoT Data to Cloud StorageGSP278https://youtu.be/BWgnUYsNB84GSP971
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Streaming IoT Core Data to DataprepGSP279https://youtu.be/P8zatPgc5goGSP245
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Building an IoT Analytics Pipeline on Google CloudGSP088https://youtu.be/c9dvNpcnEJ0GSP917
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A Tour of Cloud IoT CoreGSP224https://youtu.be/c3BkgwpLRvMAny one out of the twoGSP1023
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APIs Explorer: PubSub and IoTGSP284video will be uploaded soonGSP777
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Using Cloud Logging with IoT Core DevicesGSP258https://youtu.be/bahmqYZoeZAGSP778
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Using Firestore with Cloud IoT Core for Device ConfigurationGSP265https://youtu.be/QCQGyGMFLDUGSP610
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8. Quest: Workspace: Add-onsGSP617
184
Creating a Gmail Add-onGSP249https://youtu.be/4s3_nzxsfZUGSP483
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Using the Natural Language API from Google DocsGSP126https://youtu.be/QweSGwhFTegGSP190
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Securing Google Cloud with CFT ScorecardGSP698video will be uploaded soonGSP199
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The Apps Script CLI - claspGSP239https://youtu.be/-aefFwiCfhQGSP193
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Google Chat bot - Apps ScriptGSP250https://youtu.be/wqmylgAFBvgGSP079
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9. Skill Badge: Serverless Firebase DevelopmentGSP178
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Importing Data to a Firestore DatabaseGSP642video will be uploaded soonGSP342
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Build a Serverless Web App with FirebaseGSP643video will be uploaded soonGSP758
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Deploy a Hugo Website with Cloud Build and Firebase PipelineGSP747video will be uploaded soonGSP049
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Google Assistant: Build an Application with Dialogflow and Cloud FunctionsGSP174https://youtu.be/9j-NlgVDmWsGSP222
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Serverless Firebase Development: Challenge LabGSP344video will be uploaded soonGSP457
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10. Skill Badge: Serverless Cloud Run DevelopmentGSP613
196
Build a Serverless App with Cloud Run that Creates PDF FilesGSP644https://youtu.be/nMW4aWi8toMGSP628
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Build a Resilient, Asynchronous System with Cloud Run and Pub/SubGSP650https://youtu.be/INnXKtghOMYGSP615
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Developing a REST API with Go and Cloud RunGSP761https://youtu.be/YU2oJxKr2hAGSP626
199
Creating PDFs with Go and Cloud RunGSP762https://youtu.be/YW2dl9Xx_CIGSP894
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Serverless Cloud Run Development: Challenge LabGSP328https://youtu.be/y2JeH5w7AEA197
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Track 3: Big Data & Machine Learning Track
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1. Skill Badge: Insights from Data with BigQuery
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Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ss
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BigQuery: Qwik Start - ConsoleGSP072https://youtu.be/d7Je5q6IvIIAny one out of the two
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BigQuery: Qwik Start - Command LineGSP071https://youtu.be/yCNJKaPtBe0
206
Exploring Your Ecommerce Dataset with SQL in Google BigQueryGSP407https://youtu.be/T5JEHORO4L8
207
Troubleshooting Common SQL Errors with BigQueryGSP408https://youtu.be/DZkjdG_JZ5I
208
Explore and Create Reports with Data StudioGSP409https://youtu.be/v29k9FcjBTs
209
Insights from Data with BigQuery: Challenge LabGSP787https://youtu.be/jdZd834oysE
210
2. Skill Badge: Create ML Models with BigQuery ML
211
Getting Started with BigQuery Machine LearningGSP247https://youtu.be/t2ahup9bokI
212
Predict Visitor Purchases with a Classification Model in BQMLGSP229https://youtu.be/EzDkCLKAEFA
213
Predict Taxi Fare with a BigQuery ML Forecasting ModelGSP246https://youtu.be/dj3SjxWZPmE
214
Bracketology with Google Machine LearningGSP461https://youtu.be/8V2SHfKqX1Q
215
Integrating BigQuery ML with Dialogflow ES ChatbotGSP431https://youtu.be/jAc1Qrdm1Ig
216
Create ML Models with BigQuery ML: Challenge LabGSP341https://youtu.be/q3FSnI6SX_I
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3. Quest: BigQuery for Marketing Analysts
218
Exploring Your Ecommerce Dataset with SQL in Google BigQueryGSP407https://youtu.be/T5JEHORO4L8
219
Explore and Create Reports with Data StudioGSP409https://youtu.be/v29k9FcjBTs
220
Creating Permanent Tables and Access-Controlled Views in BigQueryGSP410video will be uploaded soon
221
Ingesting New Datasets into BigQueryGSP411video will be uploaded soon
222
How to Build a BI Dashboard Using Google Data Studio and BigQueryGSP403video will be uploaded soon
223
Data Catalog: Qwik StartGSP729video will be uploaded soon
224
Exploring Dataset Metadata Between Projects with Data CatalogGSP789video will be uploaded soon
225
Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog ConnectorsGSP814https://youtu.be/F94QPiLh0NQ
226
4. Quest: Bracketology with Google Cloud
227
Using BigQuery in the Google Cloud ConsoleGSP406optionalAny one out of the two
228
BigQuery: Qwik Start - Command LineGSP071https://youtu.be/yCNJKaPtBe0
229
Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ss
230
Exploring NCAA Data with BigQueryGSP160https://youtu.be/Sfu1gCws35k
231
Bracketology with Google Machine LearningGSP461https://youtu.be/8V2SHfKqX1Q
232
5. Quest: Applied Data: Blockchain
233
Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ss
234
Visualize the 10,000 Bitcoin Pizza Transaction Using BigQuery and AI NotebooksGSP604https://youtu.be/O2lvqeuMb-o
235
Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-TimeGSP603https://youtu.be/BkEn8eNHda4
236
Getting Started with Blockchain on GCP using Hyperledger Fabric and ComposerGSP420https://youtu.be/3YssHb9rTJo
237
Exploring the Public Cryptocurrency Datasets Available in BigQueryGSP665https://youtu.be/_nAQF8ALrlI
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6. Skill Badge: Engineer Data in Google Cloud
239
Creating a Data Transformation Pipeline with Cloud DataprepGSP430https://youtu.be/IQNfITyuqvo
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Building an IoT Analytics Pipeline on Google CloudGSP088https://youtu.be/c9dvNpcnEJ0
241
ETL Processing on Google Cloud Using Dataflow and BigQueryGSP290https://youtu.be/L4kvp9Iuaq0
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Predict Visitor Purchases with a Classification Model in BQMLGSP229https://youtu.be/EzDkCLKAEFA
243
Cloud Composer: Copying BigQuery Tables Across Different LocationsGSP283https://youtu.be/3NQqmPP1l18
244
Engineer Data in Google Cloud: Challenge LabGSP327https://youtu.be/BL5fuMqR1IU
245
7. Quest: Cloud SQL
246
Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ss
247
Cloud SQL for MySQL: Qwik StartGSP151optionalAny one out of the two
248
Cloud SQL for PostgreSQL: Qwik StartGSP152https://youtu.be/-V4Ii_OrcpU
249
Loading Data into Google Cloud SQLGSP196https://youtu.be/d0ndWvedLTE
250
Cloud SQL with TerraformGSP234https://youtu.be/bdGfu9Mh3Lg
251
Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud RunGSP943video will be uploaded soon
252
APIs Explorer: Cloud SQLGSP423https://youtu.be/eQzF3LYRppY
253
Connect to Cloud SQL from an Application in Kubernetes EngineGSP449https://youtu.be/AFYulDZ8nQc
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8. Skill Badge: Build and Optimize Data Warehouses with BigQuery
255
BigQuery: Qwik Start - Command LineGSP071https://youtu.be/yCNJKaPtBe0
256
Creating a Data Warehouse Through Joins and UnionsGSP413https://youtu.be/8ZN3hOopiAM
257
Creating Date-Partitioned Tables in BigQueryGSP414https://youtu.be/7dtUhozi4Js
258
Troubleshooting and Solving Data Join PitfallsGSP412https://youtu.be/IIHIwXGb1GY
259
Working with JSON, Arrays, and Structs in BigQueryGSP416https://youtu.be/xHfbod2a1Dg
260
Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog ConnectorsGSP814https://youtu.be/F94QPiLh0NQ
261
Build and Optimize Data Warehouses with BigQuery: Challenge LabGSP340video will be uploaded soon
262
9. Quest: Scientific Data Processing
263
Introduction to SQL for BigQuery and Cloud SQLGSP281https://youtu.be/y4d2KpZK0ss
264
Rent-a-VM to Process Earthquake DataGSP008https://youtu.be/B6w4veokJ1c
265
Weather Data in BigQueryGSP009https://youtu.be/QsJ17Ck7fmo
266
Distributed Image Processing in Cloud DataprocGSP010https://youtu.be/fk6Z0s4mkt4
267
Analyzing Natality Data Using Vertex AI and BigQueryGSP012https://youtu.be/9mpSRSiPlXY
268
Predict Baby Weight with TensorFlow on AI PlatformGSP013https://youtu.be/bDfHMprvtls
269
10. Quest: Google Cloud Solutions II: Data and Machine Learning
270
Exploring NCAA Data with BigQueryGSP160https://youtu.be/Sfu1gCws35k
271
Classify Images of Cats and Dogs using Transfer LearningGSP900video will be uploaded soon
272
Creating an Object Detection Application Using TensorFlowGSP141video will be uploaded soon
273
Using OpenTSDB to Monitor Time-Series Data on Cloud PlatformGSP142video will be uploaded soon
274
Scanning User-generated Content Using the Cloud Video Intelligence and Cloud Vision APIs
GSP138video will be uploaded soon
275
Track 4: Security, Machine Learning & AI
276
1. Skill Badge: Perform Foundational Data, ML, and AI Tasks in Google Cloud
277
AI Platform: Qwik StartGSP076https://youtu.be/dAKbccRhXjY
278
Dataprep: Qwik StartGSP105https://youtu.be/tzBomLirlv0
279
Dataflow: Qwik Start - TemplatesGSP192https://youtu.be/_yXbL0p6xG8Any one out of the two
280
Dataflow: Qwik Start - PythonGSP207https://youtu.be/8w6Kq7Q2PyY
281
Dataproc: Qwik Start - ConsoleGSP103https://youtu.be/vFZ3jvlJyLcAny one out of the two
282
Dataproc: Qwik Start - Command LineGSP104https://youtu.be/-kgBDPthFKI
283
Cloud Natural Language API: Qwik StartGSP097https://youtu.be/sj4MHE5sHOk
284
Google Cloud Speech API: Qwik StartGSP119https://youtu.be/ls7ubjAvZYo
285
Video Intelligence: Qwik StartGSP154https://youtu.be/t2qjVOloNzg
286
Perform Foundational Data, ML, and AI Tasks in Google Cloud: Challenge LabGSP323https://youtu.be/lkI8WscliSs
287
1. Skill Badge: Explore Machine Learning Models with Explainable AI
288
What is the What-If Tool?Video-
289
Getting Started with the What-If ToolVideo-
290
AI Platform: Qwik StartGSP076https://youtu.be/dAKbccRhXjY
291
Using the What-If Tool with Image Recognition ModelsGSP710https://youtu.be/aTglnvdigzA
292
Using the What-if Tool Performance & Fairness FeaturesVideo-
293
Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if ToolGSP709https://youtu.be/zjXHYVJU3U0
294
Compare Cloud AI Platform Models using the What-If Tool to Identify Potential BiasGSP684https://youtu.be/ZNrkJkFUlI0
295
Explore Machine Learning Models with Explainable AI: Challenge LabGSP324https://youtu.be/gIJmNrIwR4k
296
2. Quest: Intro to ML: Language Processing
297
AI Platform: Qwik StartGSP076https://youtu.be/dAKbccRhXjY
298
Google Cloud Speech API: Qwik StartGSP119https://youtu.be/ls7ubjAvZYo
299
Cloud Natural Language API: Qwik StartGSP097https://youtu.be/sj4MHE5sHOk
300
Entity and Sentiment Analysis with the Natural Language APIGSP038https://youtu.be/Uk3RdpsSb1E
301
Speech to Text Transcription with the Cloud Speech APIGSP048https://youtu.be/Gn1ODHdzKVU
302
3. Quest: Intro to ML: Image Processing
303
AI Platform: Qwik StartGSP076https://youtu.be/dAKbccRhXjY
304
APIs Explorer: Qwik StartGSP277https://youtu.be/nG8UU--sbyc
305
Classify Images of Clouds in the Cloud with AutoML VisionGSP223https://youtu.be/MEysImyFCcg
306
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision APIGSP037https://youtu.be/pt2bDk-V534
307
Extract, Analyze, and Translate Text from Images with the Cloud ML APIsGSP075https://youtu.be/NDi7bjBf_TE
308
4. SKill Badge: Integrate with Machine Learning APIs
309
Introduction to APIs in GoogleGSP294https://youtu.be/T3kwZApNlUo
310
Extract, Analyze, and Translate Text from Images with the Cloud ML APIsGSP075https://youtu.be/NDi7bjBf_TE
311
Classify Text into Categories with the Natural Language APIGSP063https://youtu.be/00su1N_ZRUQ
312
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision APIGSP037https://youtu.be/pt2bDk-V534
313
Entity and Sentiment Analysis with the Natural Language APIGSP038https://youtu.be/Uk3RdpsSb1E
314
Awwvision: Cloud Vision API from a Kubernetes ClusterGSP066https://youtu.be/w2aF9cliJBY
315
Integrate with Machine Learning APIs: Challenge LabGSP329https://youtu.be/gyPiWkTpWww
316
5. Quest: Intermediate ML: TensorFlow on Google Cloud
317
Learning TensorFlow: the Hello World of Machine LearningGSP637video will be uploaded soon
318
AI Platform: Qwik StartGSP076https://youtu.be/dAKbccRhXjY
319
Classify Images of Cats and Dogs using Transfer LearningGSP900video will be uploaded soon
320
Running Distributed TensorFlow using Vertex AIGSP971video will be uploaded soon
321
Creating an Object Detection Application Using TensorFlowGSP141video will be uploaded soon
322
6. Quest: Advanced ML: ML Infrastructure
323
Scikit-learn Model Serving with Online Prediction Using AI PlatformGSP245video will be uploaded soon
324
Vertex AI: Qwik StartGSP917video will be uploaded soon
325
TFX on Google Cloud Vertex PipelinesGSP1023video will be uploaded soon
326
Autoscaling TensorFlow Model Deployments with TF Serving and KubernetesGSP777video will be uploaded soon
327
Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Istio
GSP778https://youtu.be/HW9ZKHD4I24
328
7. Quest: Cloud Logging
329
Fundamentals of Cloud LoggingGSP610https://youtu.be/sJvKoD4szGU
330
Using BigQuery and Cloud Logging to Analyze BigQuery UsageGSP617https://youtu.be/ojWS0RD_y6Q
331
Cloud Logging on Kubernetes EngineGSP483https://youtu.be/VZrEOlcijlg
332
Monitoring and Logging for Cloud FunctionsGSP092https://youtu.be/xO6AaXPZyX8
333
Creating and Alerting on Logs-based MetricsGSP091https://youtu.be/0-GolEx3Glk
334
8. Skill Badge: Ensure Access & Identity in Google Cloud
335
Cloud IAM: Qwik StartGSP064https://youtu.be/aqUVvpx3Up8
336
IAM Custom RolesGSP190https://youtu.be/eExWb5kAUvc
337
Service Accounts and Roles: FundamentalsGSP199https://youtu.be/XeC0mxccMLU
338
VPC Network PeeringGSP193https://youtu.be/Q8C_5Ylnhqw
339
User Authentication: Identity-Aware ProxyGSP499https://youtu.be/YPn5D32NKRg
340
Getting Started with Cloud KMSGSP079https://youtu.be/ZD9A3uKbiWM
341
Setting up a Private Kubernetes ClusterGSP178https://youtu.be/Mvc3zaRNnmk
342
Ensure Access & Identity in Google Cloud: Challenge LabGSP342https://youtu.be/vVvE-dvGs-Y
343
9. Quest: Language, Speech, Text, & Translation with Google Cloud APIs
344
Speech to Text Transcription with the Cloud Speech APIGSP048https://youtu.be/Gn1ODHdzKVU
345
Measuring and Improving Speech AccuracyGSP758video will be uploaded soon
346
Translate Text with the Cloud Translation APIGSP049video will be uploaded soon
347
Classify Text into Categories with the Natural Language APIGSP063https://youtu.be/00su1N_ZRUQ
348
Entity and Sentiment Analysis with the Natural Language APIGSP038https://youtu.be/Uk3RdpsSb1E
349
It Speaks! Create Synthetic Speech Using Text-to-SpeechGSP222video will be uploaded soon
350
10. Quest: Cloud Healthcare API
351
Ingesting FHIR Data with the Healthcare APIGSP457video will be uploaded soon
352
Machine Learning Predictions with FHIR and Healthcare APIGSP613video will be uploaded soon
353
Ingesting HL7v2 Data with the Healthcare APIGSP628video will be uploaded soon
354
Ingesting DICOM Data with the Healthcare APIGSP615video will be uploaded soon
355
De-identifying DICOM Data with the Healthcare APIGSP626video will be uploaded soon
356
Streaming HL7 to FHIR Data with Healthcare APIGSP894video will be uploaded soon
357