Instructional Video5:04
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Microframework Modules

Higher Ed
This video explains microframework modules and packages as they tend to be as small as possible by design. Packages are common solutions that are bundled up and made available to other developers.
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This clip is from the...
Instructional Video4:16
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Microframeworks with JavaScript, Node, and Express.js

Higher Ed
This video explains microframeworks with JavaScript, Node, and Express.js.
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This clip is from the chapter "Back-End Web Frameworks" of the series "Web Development Concepts for Everyone".This video explains various back-end web...
Instructional Video5:04
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - OAuth and OpenID Connect

Higher Ed
This video explains OAuth is a system that grants third-party websites limited access to user accounts. OpenID Connect 1.0 is a simple identity layer on top of the OAuth 2.0 protocol.
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This clip is from the chapter...
Instructional Video3:46
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Authorization (AuthZ)

Higher Ed
This video explains AuthZ. After the application determines who the user is, authorization determines WHAT the user is allowed to do in the application.
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This clip is from the chapter "Authentication and Authorization" of the...
Instructional Video4:05
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Sockets

Higher Ed
This video explains the WebSockets API, which makes it possible to open a bi-directional, interactive session between a client and server. WebSockets are the backbone for applications that have chat functionality.
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Instructional Video9:26
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - REST APIs

Higher Ed
This video explains REST API, which is a collection of six architectural constraints. In common language between developers, REST APIs point to a collection of HTTP methods that are resource-based.
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Instructional Video4:24
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - APIs

Higher Ed
This video explains an Application Programming Interface, which is a declaration of how an application can communicate with another application, library, or framework.
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This clip is from the chapter "Client / Server...
Instructional Video2:43
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - HTTP Protocol

Higher Ed
This video explains the HTTP protocol, which is a communication standard between client and server over the Internet.
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This clip is from the chapter "Client / Server Communications" of the series "Web Development Concepts for...
Instructional Video3:14
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Special Mention - React

Higher Ed
This video explains React; a JavaScript library developed by Facebook. While it has framework-like features, it is not fully featured and, therefore, is considered a library. There are still some architectural decisions that are left...
Instructional Video4:23
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - CSS Frameworks and Bootstrap

Higher Ed
This video explains CSS frameworks and Bootstrap.<br<br/>/>

This clip is from the chapter "Libraries and Front-End Frameworks" of the series "Web Development Concepts for Everyone".This video explains libraries and front-end frameworks.
Instructional Video4:30
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Front-End Frameworks with Angular

Higher Ed
Developed by Google, Angular is a front-end framework that utilizes the TypeScript Superset. It is an opinionated framework that has many architectural decisions already made for developers.
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This clip is from the chapter...
Instructional Video1:50
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Front-End Frameworks

Higher Ed
This video explains the various front-end frameworks.
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This clip is from the chapter "Libraries and Front-End Frameworks" of the series "Web Development Concepts for Everyone".This video explains libraries and front-end...
Instructional Video4:50
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Front-End Libraries with jQuery

Higher Ed
This video explains jQuery, a wildly popular library that rounded its rise before the popularization of technologies such as Angular and React. jQuery makes interacting with the "DOM" much more manageable while also simplifying...
Instructional Video2:02
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Markup Languages

Higher Ed
This video explains the markup language system for annotating a document in a way that is visually distinguishable from the content. Examples include HTML and XML.
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This clip is from the chapter "Programming Languages" of the...
Instructional Video6:20
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Static Versus Dynamic

Higher Ed
This video explains the differences between static and dynamic programming types.
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This clip is from the chapter "Programming Languages" of the series "Web Development Concepts for Everyone".In this section, you are going to...
Instructional Video2:58
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Strong Versus Weak

Higher Ed
This video explains the difference between strong and weak programming types, where a weak programming type can change the type of the variable and the strong programming type cannot change its variable type.
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Instructional Video4:18
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Database

Higher Ed
This video explains a database that holds onto data for a web application long-term. The browser can only hold onto information for a limited time. The data in databases is persistent. The data does not go away if the database or...
Instructional Video6:23
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Server

Higher Ed
This video explains the server that handles data exchanges between clients and databases. Users have the client on their device, so there are many clients. Those clients talk to the same server per application.
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Instructional Video4:17
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Client

Higher Ed
This video explains the client, which is a login that makes a webpage smart. It handles user interactions and flow of data between the user and server. The client is what turns a webpage into a web application.
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Instructional Video2:33
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Introduction-Full Stack

Higher Ed
This video introduces you to the course and what full stack is and what purpose it serves.
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This clip is from the chapter "The Basics of Full-Stack Web Applications" of the series "Web Development Concepts for Everyone".This...
Instructional Video12:28
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Final Solution Deployment Using Workflow and App Engine

Higher Ed
In this lab, we will deploy the final solution for fraud detection using Workflow and App Engine. By the end of this lab, you will have a better understanding of how to use Workflow and App Engine to deploy machine learning solutions...
Instructional Video10:26
Curated Video

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

Higher Ed
This is a lab video on deploying training 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 section...
Instructional Video10:18
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Scalability and Instance Types in App Engine

Higher Ed
In this lab video, you will learn about the scalability and instance types available in Google Cloud platform's App Engine.
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This clip is from the chapter "Google App Engine - For Serverless Applications" of the series "Data...
Instructional Video10:15
Curated Video

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

Higher Ed
In this video, we walk you through the process of deploying a Python application to Cloud Run, Google's fully managed serverless compute platform.
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This clip is from the chapter "Cloud Run - Serverless and Containerized...