Instructional Video6:30
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Set Up Alerting for Cloud-Run Applications

Higher Ed
In this lab video, you will be setting up an alerting system for cloud-run applications.
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This clip is from the chapter "Cloud Scheduler and Application Monitoring" of the series "Data Science Model Deployments and Cloud...
Instructional Video8:29
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Set Up Alerting for Google App Engine Applications

Higher Ed
In the lab video, you will learn how to create and configure alert policies in Google Cloud Monitoring to monitor the metrics of an App Engine application. By the end of this lab, you will have gained hands-on experience with creating...
Instructional Video1:16
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Scheduler

Higher Ed
This video provides an introduction to Cloud Scheduler.
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This clip is from the chapter "Cloud Scheduler and Application Monitoring" of the series "Data Science Model Deployments and Cloud Computing on GCP".This section focuses...
Instructional Video4:58
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Workflow Template Introduction

Higher Ed
This video provides an introduction to the Workflow template.
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This clip is from the chapter "Data Science Models with Google App Engine" of the series "Data Science Model Deployments and Cloud Computing on GCP".This section...
Instructional Video5:39
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Model Serving Code to App Engine

Higher Ed
This is a lab video on deploying model serving code to App Engine.
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This clip is from the chapter "Data Science Models with Google App Engine" of the series "Data Science Model Deployments and Cloud Computing on GCP".This...
Instructional Video3:42
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to ML Model Lifecycle

Higher Ed
This video provides an introduction to the ML model lifecycle.
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This clip is from the chapter "Data Science Models with Google App Engine" of the series "Data Science Model Deployments and Cloud Computing on GCP".This section...
Instructional Video2:13
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Overview Product Wishlist Use Case

Higher Ed
This video provides an overview of the product wishlist use case.
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This clip is from the chapter "Cloud Functions - Serverless and Event-Driven Applications" of the series "Data Science Model Deployments and Cloud Computing on...
Instructional Video2:35
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Datastore

Higher Ed
This video provides an introduction to Cloud Datastore.
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This clip is from the chapter "Cloud Functions - Serverless and Event-Driven Applications" of the series "Data Science Model Deployments and Cloud Computing on GCP".In...
Instructional Video5:09
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application Using Pub/Sub Triggers

Higher Ed
In this lab video, you will learn how to deploy a Python application using Google Cloud Functions triggered by Pub/Sub events. Pub/Sub is a powerful messaging service that allows you to build scalable and event-driven...
Instructional Video4:52
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Python App Deployment in a Flexible Environment

Higher Ed
In this lab video, we will be exploring how to deploy a Python application in a flexible environment on Google Cloud platform using App Engine.
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This clip is from the chapter "Google App Engine - For Serverless Applications"...
Instructional Video3:36
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Implement Caching Mechanism in Python Application - Part 2

Higher Ed
This video is the second part of a two-part tutorial on implementing caching mechanism in a Python application. By the end of this video, you will have a solid understanding of caching in Python applications and how to use advanced...
Instructional Video9:44
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Implement Caching Mechanism in Python Application - Part 1

Higher Ed
This video is the first part of a two-part tutorial on implementing caching mechanism in a Python application.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model...
Instructional Video3:44
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Caching and Its Use Cases

Higher Ed
In this video, we will explore the concept of caching, which is a technique for storing frequently accessed or expensive data in a high-speed cache memory. We will cover the basics of how caching works, including how cached data is...
Instructional Video7:01
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python - BigQuery Application

Higher Ed
In this video, we walk you through the process of deploying a Python application that interacts with BigQuery, showing you how to set up and configure your BigQuery project, how to create a basic Flask application that integrates with...
Instructional Video3:55
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Traffic Splitting in App Engine

Higher Ed
In this video, we demonstrate how to perform traffic splitting in Google App Engine, showing you how to split incoming traffic between multiple versions of your application using the App Engine Console and the gcloud CLI.
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Instructional Video5:24
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application to App Engine - Part 2

Higher Ed
This video is the second part of a two-part tutorial on deploying a Python application to Google App Engine.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model...
Instructional Video5:06
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application to App Engine - Part 1

Higher Ed
This video is the first part of a two-part tutorial on deploying a Python application to Google App Engine.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model...
Instructional Video1:08
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - App Engine - Different Environments

Higher Ed
In this video, we explore the different environments available for Google App Engine applications.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments...
Instructional Video1:31
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to App Engine

Higher Ed
This video provides an introduction to App Engine.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, we...
Instructional Video7:43
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Python Application Deployment Using Cloud Build

Higher Ed
In this video, we show you how to deploy a Python application to Google Cloud platform using Cloud Build, Google's fully managed continuous integration and delivery (CI/CD) platform.
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This clip is from the chapter "Cloud Run -...
Instructional Video2:27
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Build

Higher Ed
This video provides an introduction to Cloud Build.
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This clip is from the chapter "Cloud Run - Serverless and Containerized Applications" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this...
Instructional Video6:24
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Cloud Run Application Scalability Parameters

Higher Ed
In this video, we discuss the scalability parameters for Cloud Run applications, exploring the different factors that affect the scalability of your application.
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This clip is from the chapter "Cloud Run - Serverless and...
Instructional Video1:47
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Run

Higher Ed
This video provides an introduction to Cloud Run.
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This clip is from the chapter "Cloud Run - Serverless and Containerized Applications" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this...
Instructional Video7:34
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Run Docker Locally

Higher Ed
This video is a hands-on lab on running Docker locally, showing you how to use Docker to build, run, and manage containers on your machine.
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This clip is from the chapter "Cloud Run - Serverless and Containerized Applications"...