Name [FreeCoursesOnline.Me] PacktPub - Data Science Model Deployments and Cloud Computing on GCP
File Type video
Size 1.71GB
UpdateDate 2024-9-7
hash *****CD577FECD490F25350D1E2DEA673BE25C5
Hot 61
Files 0. Websites you may like/1. OneHack.us Premium Cracked Accounts-Tutorials-Guides-Articles Community Based Forum.url | 377B 0. Websites you may like/2. FTUApps.com Download Cracked Developers Applications For Free.url | 239B Chapter 1 Course Introduction and Prerequisites/001. Course Introduction and Section Walkthrough.mp4 | 8.34MB Chapter 1 Course Introduction and Prerequisites/002. Course Prerequisites.mp4 | 3.29MB Chapter 10 Cloud Scheduler and Application Monitoring/001. Introduction to Cloud Scheduler.mp4 | 3.63MB Chapter 10 Cloud Scheduler and Application Monitoring/002. Lab - Cloud Scheduler in Action.mp4 | 19.88MB Chapter 10 Cloud Scheduler and Application Monitoring/003. Lab - Set Up Alerting for Google App Engine Applications.mp4 | 34.26MB Chapter 10 Cloud Scheduler and Application Monitoring/004. Lab - Set Up Alerting for Cloud-Run Applications.mp4 | 28.70MB Chapter 10 Cloud Scheduler and Application Monitoring/005. Lab Assignment - Set Up Alerting for Cloud Function Applications.mp4 | 12.17MB Chapter 2 Modern-Day Cloud Concepts/001. Introduction.mp4 | 2.02MB Chapter 2 Modern-Day Cloud Concepts/002. Scalability - Horizontal Versus Vertical Scaling.mp4 | 15.32MB Chapter 2 Modern-Day Cloud Concepts/003. Serverless Versus Servers and Containerization.mp4 | 31.72MB Chapter 2 Modern-Day Cloud Concepts/004. Microservice Architecture.mp4 | 13.50MB Chapter 2 Modern-Day Cloud Concepts/005. Event-Driven Architecture.mp4 | 13.66MB Chapter 3 Get Started with Google Cloud/001. Set Up GCP Trial Account.mp4 | 15.16MB Chapter 3 Get Started with Google Cloud/002. Google Cloud CLI Setup.mp4 | 18.37MB Chapter 3 Get Started with Google Cloud/003. Get Comfortable with Basics of gcloud CLI.mp4 | 38.27MB Chapter 3 Get Started with Google Cloud/004. gsutil and Bash Command Basics.mp4 | 37.21MB Chapter 4 Cloud Run - Serverless and Containerized Applications/001. Section Introduction.mp4 | 1.26MB Chapter 4 Cloud Run - Serverless and Containerized Applications/002. Introduction to Dockers.mp4 | 8.48MB Chapter 4 Cloud Run - Serverless and Containerized Applications/003. Lab - Install Docker Engine.mp4 | 15.36MB Chapter 4 Cloud Run - Serverless and Containerized Applications/004. Lab - Run Docker Locally.mp4 | 23.68MB Chapter 4 Cloud Run - Serverless and Containerized Applications/005. Lab - Run and Ship Applications Using the Container Registry.mp4 | 52.03MB Chapter 4 Cloud Run - Serverless and Containerized Applications/006. Introduction to Cloud Run.mp4 | 3.61MB Chapter 4 Cloud Run - Serverless and Containerized Applications/007. Lab - Deploy Python Application to Cloud Run.mp4 | 43.96MB Chapter 4 Cloud Run - Serverless and Containerized Applications/008. Cloud Run Application Scalability Parameters.mp4 | 23.88MB Chapter 4 Cloud Run - Serverless and Containerized Applications/009. Introduction to Cloud Build.mp4 | 6.71MB Chapter 4 Cloud Run - Serverless and Containerized Applications/010. Lab - Python Application Deployment Using Cloud Build.mp4 | 38.12MB Chapter 4 Cloud Run - Serverless and Containerized Applications/011. Lab - Continuous Deployment Using Cloud Build and GitHub.mp4 | 44.42MB Chapter 5 Google App Engine - For Serverless Applications/001. Introduction to App Engine.mp4 | 3.77MB Chapter 5 Google App Engine - For Serverless Applications/002. App Engine - Different Environments.mp4 | 3.17MB Chapter 5 Google App Engine - For Serverless Applications/003. Lab - Deploy Python Application to App Engine - Part 1.mp4 | 17.11MB Chapter 5 Google App Engine - For Serverless Applications/004. Lab - Deploy Python Application to App Engine - Part 2.mp4 | 22.16MB Chapter 5 Google App Engine - For Serverless Applications/005. Lab - Traffic Splitting in App Engine.mp4 | 14.18MB Chapter 5 Google App Engine - For Serverless Applications/006. Lab - Deploy Python - BigQuery Application.mp4 | 26.62MB Chapter 5 Google App Engine - For Serverless Applications/007. Caching and Its Use Cases.mp4 | 10.92MB Chapter 5 Google App Engine - For Serverless Applications/008. Lab - Implement Caching Mechanism in Python Application - Part 1.mp4 | 43.71MB Chapter 5 Google App Engine - For Serverless Applications/009. Lab - Implement Caching Mechanism in Python Application - Part 2.mp4 | 12.39MB Chapter 5 Google App Engine - For Serverless Applications/010. Lab - Assignment Implement Caching.mp4 | 12.15MB Chapter 5 Google App Engine - For Serverless Applications/011. Lab - Python App Deployment in a Flexible Environment.mp4 | 18.82MB Chapter 5 Google App Engine - For Serverless Applications/012. Lab - Scalability and Instance Types in App Engine.mp4 | 36.94MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/001. Introduction.mp4 | 8.56MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/002. Lab - Deploy Python Application Using Cloud Storage Triggers.mp4 | 52.22MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/003. Lab - Deploy Python Application Using PubSub Triggers.mp4 | 16.87MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/004. Lab - Deploy Python Application Using HTTP Triggers.mp4 | 14.98MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/005. Introduction to Cloud Datastore.mp4 | 6.92MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/006. Overview Product Wishlist Use Case.mp4 | 5.74MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/007. Lab – Use Case Deployment - Part-1.mp4 | 45.03MB Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/008. Lab – Use Case Deployment - Part-2.mp4 | 24.18MB Chapter 7 Data Science Models with Google App Engine/001. Introduction to ML Model Lifecycle.mp4 | 9.25MB Chapter 7 Data Science Models with Google App Engine/002. Overview - Problem Statement.mp4 | 7.51MB Chapter 7 Data Science Models with Google App Engine/003. Lab - Deploy Training Code to App Engine.mp4 | 51.43MB Chapter 7 Data Science Models with Google App Engine/004. Lab - Deploy Model Serving Code to App Engine.mp4 | 26.64MB Chapter 7 Data Science Models with Google App Engine/005. Overview - New Use Case.mp4 | 5.25MB Chapter 7 Data Science Models with Google App Engine/006. Lab - Data Validation Using App Engine.mp4 | 38.05MB Chapter 7 Data Science Models with Google App Engine/007. Lab - Workflow Template Introduction.mp4 | 26.37MB Chapter 7 Data Science Models with Google App Engine/008. Lab - Final Solution Deployment Using Workflow and App Engine.mp4 | 60.07MB Chapter 8 Dataproc Serverless PySpark/001. Introduction.mp4 | 7.86MB Chapter 8 Dataproc Serverless PySpark/002. PySpark Serverless Autoscaling Properties.mp4 | 6.83MB Chapter 8 Dataproc Serverless PySpark/003. Persistent History Cluster.mp4 | 28.33MB Chapter 8 Dataproc Serverless PySpark/004. Lab - Develop and Submit PySpark Job.mp4 | 35.26MB Chapter 8 Dataproc Serverless PySpark/005. Lab - Monitoring and Spark UI.mp4 | 18.35MB Chapter 8 Dataproc Serverless PySpark/006. Introduction to Airflow.mp4 | 15.07MB Chapter 8 Dataproc Serverless PySpark/007. Lab - Airflow with Serverless PySpark.mp4 | 53.06MB Chapter 8 Dataproc Serverless PySpark/008. Wrap Up.mp4 | 4.80MB Chapter 9 Vertex AI - Machine Learning Framework/001. Introduction.mp4 | 6.45MB Chapter 9 Vertex AI - Machine Learning Framework/002. Overview – Vertex AI UI.mp4 | 7.35MB Chapter 9 Vertex AI - Machine Learning Framework/003. Lab - Custom Model Training Using Web Console.mp4 | 56.92MB Chapter 9 Vertex AI - Machine Learning Framework/004. Lab - Custom Model Training Using SDK and Model Registries.mp4 | 41.47MB Chapter 9 Vertex AI - Machine Learning Framework/005. Lab - Model Endpoint Deployment.mp4 | 7.73MB Chapter 9 Vertex AI - Machine Learning Framework/006. Lab - Model Training Flow Using Python SDK.mp4 | 16.08MB Chapter 9 Vertex AI - Machine Learning Framework/007. Lab - Model Deployment Flow Using Python SDK.mp4 | 60.28MB Chapter 9 Vertex AI - Machine Learning Framework/008. Lab - Model Serving Using Endpoint with Python SDK.mp4 | 34.03MB Chapter 9 Vertex AI - Machine Learning Framework/009. Introduction to Kubeflow.mp4 | 12.89MB Chapter 9 Vertex AI - Machine Learning Framework/010. Lab - Code Walkthrough Using Kubeflow and Python.mp4 | 40.29MB Chapter 9 Vertex AI - Machine Learning Framework/011. Lab - Pipeline Execution in Kubeflow.mp4 | 30.17MB Chapter 9 Vertex AI - Machine Learning Framework/012. Lab - Final Pipeline Visualization Using Vertex UI and Walkthrough.mp4 | 11.17MB Chapter 9 Vertex AI - Machine Learning Framework/013. Lab - Add Model Evaluation Step in Kubeflow before Deployment.mp4 | 35.94MB Chapter 9 Vertex AI - Machine Learning Framework/014. Lab - Reusing Configuration Files for Pipeline Execution and Training.mp4 | 27.78MB Chapter 9 Vertex AI - Machine Learning Framework/015. Lab - Assignment Use Case - Fetch Data from BigQuery.mp4 | 7.23MB Chapter 9 Vertex AI - Machine Learning Framework/016. Wrap Up.mp4 | 6.15MB FreeCoursesOnline.me Download Udacity, Masterclass, Lynda, PHLearn, etc Free.url | 290B
