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Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes GSP777

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Lessons List | 43 Lesson
App Dev Deploying the Application into Kubernetes Engine Python GSP188
00:14:14

App Dev Deploying the Application into Kubernetes Engine Python GSP188
Deploying Google Kubernetes Engine Clusters from Cloud Shell
00:05:56

Deploying Google Kubernetes Engine Clusters from Cloud Shell
Google Kubernetes Engine Security Binary Authorization GSP479
00:17:12

Google Kubernetes Engine Security Binary Authorization GSP479
Setting up a Private Kubernetes Cluster GSP178
00:04:39

Setting up a Private Kubernetes Cluster GSP178
Using a NAT Gateway with Kubernetes Engine GSP162
00:10:06

Using a NAT Gateway with Kubernetes Engine GSP162
Configuring Persistent Storage for Google Kubernetes Engine
00:09:19

Configuring Persistent Storage for Google Kubernetes Engine
Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes GSP777
00:11:20

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes GSP777
Distributed Load Testing Using Kubernetes GSP182
00:06:58

Distributed Load Testing Using Kubernetes GSP182
Cloud Logging on Kubernetes Engine GSP483
00:08:40

Cloud Logging on Kubernetes Engine GSP483
Deploying Memcached on Kubernetes Engine GSP116
00:05:05

Deploying Memcached on Kubernetes Engine GSP116
Using Cloud Trace on Kubernetes Engine GSP484
00:04:49

Using Cloud Trace on Kubernetes Engine GSP484
How to Use a Network Policy on Google Kubernetes Engine GSP480
00:05:18

How to Use a Network Policy on Google Kubernetes Engine GSP480
Hello Node Kubernetes GSP005
00:09:19

Hello Node Kubernetes GSP005
Deploying Jobs on Google Kubernetes Engine
00:05:24

Deploying Jobs on Google Kubernetes Engine
Working with Google Kubernetes Engine Secrets and ConfigMaps
00:15:29

Working with Google Kubernetes Engine Secrets and ConfigMaps
Using Role based Access Control in Kubernetes Engine GSP493
00:10:15

Using Role based Access Control in Kubernetes Engine GSP493
Securing Google Kubernetes Engine with Cloud IAM and Pod Security Admission
00:09:27

Securing Google Kubernetes Engine with Cloud IAM and Pod Security Admission
Continuous Delivery with Jenkins in Kubernetes Engine GSP051
00:06:32

Continuous Delivery with Jenkins in Kubernetes Engine GSP051
Orchestrating the Cloud with Kubernetes AWS GSP1120
00:08:21

Orchestrating the Cloud with Kubernetes AWS GSP1120
Running a Containerized App on Google Kubernetes Engine GSP015
00:04:17

Running a Containerized App on Google Kubernetes Engine GSP015
Migrating a Monolithic Website to Microservices on Google Kubernetes Engine GSP699
00:10:41

Migrating a Monolithic Website to Microservices on Google Kubernetes Engine GSP699
Managing Deployments Using Kubernetes Engine GSP053
00:08:02

Managing Deployments Using Kubernetes Engine GSP053
Kubernetes Engine Qwik Start GSP100
00:04:15

Kubernetes Engine Qwik Start GSP100
Google Kubernetes Engine Pipeline using Cloud Build GSP1077
00:07:56

Google Kubernetes Engine Pipeline using Cloud Build GSP1077
Running a MongoDB Database in Kubernetes with StatefulSets GSP022
00:05:09

Running a MongoDB Database in Kubernetes with StatefulSets GSP022
Installing Anthos Service Mesh on Google Kubernetes Engine GSP654
00:05:05

Installing Anthos Service Mesh on Google Kubernetes Engine GSP654
Connect to Cloud SQL from an Application in Kubernetes Engine GSP449
00:07:32

Connect to Cloud SQL from an Application in Kubernetes Engine GSP449
Orchestrating the Cloud with Kubernetes GSP021
00:08:08

Orchestrating the Cloud with Kubernetes GSP021
Deploy Kubernetes Load Balancer Service with Terraform GSP233
00:04:30

Deploy Kubernetes Load Balancer Service with Terraform GSP233
CI CD for Google Kubernetes Engine using Cloud Build
00:10:26

CI CD for Google Kubernetes Engine using Cloud Build
Deploying Google Kubernetes Engine
00:05:20

Deploying Google Kubernetes Engine
Creating Google Kubernetes Engine Deployments
00:10:39

Creating Google Kubernetes Engine Deployments
Deploying Google Kubernetes Engine Clusters from Cloud Shell
00:20:41

Deploying Google Kubernetes Engine Clusters from Cloud Shell
App Dev Deploying the Application into Kubernetes Engine Node js
00:29:31

App Dev Deploying the Application into Kubernetes Engine Node js
Awwvision Cloud Vision API from a Kubernetes Cluster GSP066
00:15:26

Awwvision Cloud Vision API from a Kubernetes Cluster GSP066
Deploy Scale and Update Your Website on Google Kubernetes Engine GSP663
00:21:19

Deploy Scale and Update Your Website on Google Kubernetes Engine GSP663
Orchestrating the Cloud with Kubernetes Azure GSP1121
00:14:05

Orchestrating the Cloud with Kubernetes Azure GSP1121
Deploy to Kubernetes in Google Cloud Challenge Lab GSP318
00:04:40

Deploy to Kubernetes in Google Cloud Challenge Lab GSP318
Build and Deploy a Docker Image to a Kubernetes Cluster Challenge Lab GSP304
00:03:06

Build and Deploy a Docker Image to a Kubernetes Cluster Challenge Lab GSP304
Manage Kubernetes in Google Cloud Challenge Lab GSP510
00:14:19

Manage Kubernetes in Google Cloud Challenge Lab GSP510
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Course Description

Creating google kubernetes engine course, in this course we will learn about Creating Google Kubernetes Engine (GKE) Deployments, focusing on how to effectively deploy and manage containerized applications using GKE, a powerful, fully managed Kubernetes service on Google Cloud. Kubernetes is an open-source platform for automating deployment, scaling, and management of containerized applications, and GKE simplifies this process by providing a managed environment. The course covers key topics such as setting up a Kubernetes cluster on GKE, configuring deployments, and defining the necessary resources, including CPU and memory, to ensure optimal performance. You will learn how to create and manage deployments that automatically handle scaling, rolling updates, and failover, ensuring that your applications are resilient and can handle varying levels of demand. Additionally, the course will explore best practices for managing the lifecycle of your applications, including monitoring, logging, and troubleshooting within GKE. You’ll also learn how to integrate GKE with other Google Cloud services to build comprehensive, scalable cloud solutions. By the end of this course, you will have the skills to create and manage robust GKE deployments, allowing you to leverage the power of Kubernetes to deploy, scale, and maintain your applications efficiently in the cloud. Whether you're new to Kubernetes or looking to refine your skills, this course will provide the knowledge needed to succeed with GKE.
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