Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Workflow Template Introduction
This video provides an introduction to the Workflow template. 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 focuses on...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Data Validation Using App Engine
In this lab video, we will explore how to use Google App Engine to perform data validation on user input. This clip is from the chapter "Data Science Models with Google App Engine" of the series "Data Science Model Deployments and Cloud...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Overview - New Use Case
In this video, we will explore a new use case for machine learning. The new used case is for fraud detection. You will see if the transaction is fraudulent or not. This clip is from the chapter "Data Science Models with Google App...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Model Serving Code to App Engine
This is a lab video on deploying model serving code to App Engine. 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 focuses...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Overview - Problem Statement
This video provides an overview of the problem statement. 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 focuses on data...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Introduction to ML Model Lifecycle
This video provides an introduction to the ML model lifecycle. 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 focuses on...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab – Use Case Deployment - Part-2
This is the second of the two-part video on deploying a Python application to Google Cloud Platform using a real-world use case. This clip is from the chapter "Cloud Functions - Serverless and Event-Driven Applications" of the series...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Overview Product Wishlist Use Case
This video provides an overview of the product wishlist use case. 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...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Datastore
This video provides an introduction to Cloud Datastore. 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 this section,...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application Using HTTP Triggers
In this lab video, you will learn how to deploy a Python application using Google Cloud Functions triggered by HTTP requests. Cloud Functions is a powerful serverless platform that allows you to build scalable and event-driven...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application Using Pub/Sub Triggers
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 applications. This...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Introduction
This video provides an introduction to the section. 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 this section, you...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Python App Deployment in a Flexible Environment
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. This clip is from the chapter "Google App Engine - For Serverless Applications" of the series...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Assignment Implement Caching
In this lab assignment video, we will be testing your knowledge of caching in Python applications by asking you to implement a caching mechanism. This clip is from the chapter "Google App Engine - For Serverless Applications" of the...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Implement Caching Mechanism in Python Application - Part 2
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...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Implement Caching Mechanism in Python Application - Part 1
This video is the first part of a two-part tutorial on implementing caching mechanism in a Python application. This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Caching and Its Use Cases
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...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python - BigQuery Application
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...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Traffic Splitting in App Engine
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. This clip is...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application to App Engine - Part 2
This video is the second part of a two-part tutorial on deploying a Python application to Google App Engine. This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Python Application to App Engine - Part 1
This video is the first part of a two-part tutorial on deploying a Python application to Google App Engine. This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments and...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - App Engine - Different Environments
In this video, we explore the different environments available for Google App Engine applications. This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data Science Model Deployments and Cloud...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Introduction to App Engine
This video provides an introduction to App Engine. 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 introduce...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Continuous Deployment Using Cloud Build and GitHub
In this video, we guide you through the process of setting up continuous deployment for your application using Cloud Build and GitHub, demonstrating how to configure Cloud Build to automatically build and deploy your application every...