Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Deployment Flow Using Python SDK
In this lab video, you will learn how to deploy a custom-trained model using the Vertex AI Python SDK. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Custom Model Training Using Web Console
In this lab video, you will learn how to use the Vertex AI web console to create a custom machine learning model by training it with your own dataset. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Final Solution Deployment Using Workflow and App Engine
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 for...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Deploy Training Code to App Engine
This is a lab video on deploying training 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 on...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Reusing Configuration Files for Pipeline Execution and Training
In this lab video, you will be reusing configuration files for pipeline execution and training. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Add Model Evaluation Step in Kubeflow before Deployment
In this lab video, you will be adding the model evaluation step in Kubeflow before deployment. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Final Pipeline Visualization Using Vertex UI and Walkthrough
In this lab video, you will learn how to visualize the pipeline built using Kubeflow pipelines in Vertex AI. The lab will guide you through the process of building a pipeline, deploying it to Vertex AI, and visualizing the pipeline using...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Code Walkthrough Using Kubeflow and Python
This is a lab video that will help you with a code walkthrough using Kubeflow and Python. This clip is from the chapter "Vertex AI - Machine Learning Framework" 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 Kubeflow
This video provides an introduction to Kubeflow. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, we will explore Vertex AI....
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Serving Using Endpoint with Python SDK
In this lab video, you will learn how to serve a machine learning model using the Vertex AI Prediction service. You will use a pre-trained model and create an endpoint to make predictions on new data. This clip is from the chapter...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Training Flow Using Python SDK
In this lab video, you will learn how to create a model training flow using the Vertex AI Python SDK. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Endpoint Deployment
In this lab video, you will learn how to deploy a custom-trained machine learning model to a production environment using Vertex AI. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Custom Model Training Using SDK and Model Registries
In this lab video, you will learn how to use the Vertex AI SDK and model registries to train and deploy custom machine learning models. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Overview – Vertex AI UI
This video provides an overview of the UI of Vertex AI. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, we will explore...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Introduction-Vertex AI
This video provides an introduction to the section. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, we will explore Vertex...
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 - 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 - Introduction to Dockers
This video provides an introduction to Dockers. 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 section, we explore...
Curated Video
Vue.js 3 and Firebase for Beginners - The NewPizza Object and Data Binding
In this video, we will look at the NewPizza file and add some JavaScript. We will be making use of the script setup that we just looked at to add a new Pizza object, which we can structure for all the pizzas in our application. This clip...
Curated Video
SwiftUI iOS 16 Crash Course - Emoji Quote App in SwiftUI - The Quote View Model
This is a continuation of the previous video about the quotable API. Here, we will create the view model, connecting the actual view and the data model we created. This clip is from the chapter "Emoji App" of the series "SwiftUI iOS 16...
Curated Video
Fundamentals of Neural Networks - Lab 4 - Transfer Learning
This video demonstrates transfer learning. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where you will start with image...