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[FreeCoursesOnline.Me] PacktPub - Data Science Model Deployments and Cloud Computing on GCP
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1.71 GB
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[FreeCoursesOnline.Me] PacktPub - Data Science Model Deployments and Cloud Computing on GCP
Chapter 9 Vertex AI - Machine Learning Framework
007. Lab - Model Deployment Flow Using Python SDK.mp4
- 60.28 MB
003. Lab - Custom Model Training Using Web Console.mp4
- 56.92 MB
004. Lab - Custom Model Training Using SDK and Model Registries.mp4
- 41.47 MB
010. Lab - Code Walkthrough Using Kubeflow and Python.mp4
- 40.29 MB
013. Lab - Add Model Evaluation Step in Kubeflow before Deployment.mp4
- 35.94 MB
008. Lab - Model Serving Using Endpoint with Python SDK.mp4
- 34.03 MB
011. Lab - Pipeline Execution in Kubeflow.mp4
- 30.17 MB
014. Lab - Reusing Configuration Files for Pipeline Execution and Training.mp4
- 27.78 MB
006. Lab - Model Training Flow Using Python SDK.mp4
- 16.08 MB
009. Introduction to Kubeflow.mp4
- 12.89 MB
012. Lab - Final Pipeline Visualization Using Vertex UI and Walkthrough.mp4
- 11.17 MB
005. Lab - Model Endpoint Deployment.mp4
- 7.73 MB
002. Overview – Vertex AI UI.mp4
- 7.35 MB
015. Lab - Assignment Use Case - Fetch Data from BigQuery.mp4
- 7.23 MB
001. Introduction.mp4
- 6.45 MB
016. Wrap Up.mp4
- 6.15 MB
Chapter 7 Data Science Models with Google App Engine
008. Lab - Final Solution Deployment Using Workflow and App Engine.mp4
- 60.07 MB
003. Lab - Deploy Training Code to App Engine.mp4
- 51.43 MB
006. Lab - Data Validation Using App Engine.mp4
- 38.05 MB
004. Lab - Deploy Model Serving Code to App Engine.mp4
- 26.64 MB
007. Lab - Workflow Template Introduction.mp4
- 26.37 MB
001. Introduction to ML Model Lifecycle.mp4
- 9.25 MB
002. Overview - Problem Statement.mp4
- 7.51 MB
005. Overview - New Use Case.mp4
- 5.25 MB
Chapter 8 Dataproc Serverless PySpark
007. Lab - Airflow with Serverless PySpark.mp4
- 53.06 MB
004. Lab - Develop and Submit PySpark Job.mp4
- 35.26 MB
003. Persistent History Cluster.mp4
- 28.33 MB
005. Lab - Monitoring and Spark UI.mp4
- 18.35 MB
006. Introduction to Airflow.mp4
- 15.07 MB
001. Introduction.mp4
- 7.86 MB
002. PySpark Serverless Autoscaling Properties.mp4
- 6.83 MB
008. Wrap Up.mp4
- 4.8 MB
Chapter 6 Cloud Functions - Serverless and Event-Driven Applications
002. Lab - Deploy Python Application Using Cloud Storage Triggers.mp4
- 52.22 MB
007. Lab – Use Case Deployment - Part-1.mp4
- 45.03 MB
008. Lab – Use Case Deployment - Part-2.mp4
- 24.18 MB
003. Lab - Deploy Python Application Using PubSub Triggers.mp4
- 16.87 MB
004. Lab - Deploy Python Application Using HTTP Triggers.mp4
- 14.98 MB
001. Introduction.mp4
- 8.56 MB
005. Introduction to Cloud Datastore.mp4
- 6.92 MB
006. Overview Product Wishlist Use Case.mp4
- 5.74 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications
005. Lab - Run and Ship Applications Using the Container Registry.mp4
- 52.03 MB
011. Lab - Continuous Deployment Using Cloud Build and GitHub.mp4
- 44.42 MB
007. Lab - Deploy Python Application to Cloud Run.mp4
- 43.96 MB
010. Lab - Python Application Deployment Using Cloud Build.mp4
- 38.12 MB
008. Cloud Run Application Scalability Parameters.mp4
- 23.88 MB
004. Lab - Run Docker Locally.mp4
- 23.68 MB
003. Lab - Install Docker Engine.mp4
- 15.36 MB
002. Introduction to Dockers.mp4
- 8.48 MB
009. Introduction to Cloud Build.mp4
- 6.71 MB
006. Introduction to Cloud Run.mp4
- 3.61 MB
001. Section Introduction.mp4
- 1.26 MB
Chapter 5 Google App Engine - For Serverless Applications
008. Lab - Implement Caching Mechanism in Python Application - Part 1.mp4
- 43.71 MB
012. Lab - Scalability and Instance Types in App Engine.mp4
- 36.94 MB
006. Lab - Deploy Python - BigQuery Application.mp4
- 26.62 MB
004. Lab - Deploy Python Application to App Engine - Part 2.mp4
- 22.16 MB
011. Lab - Python App Deployment in a Flexible Environment.mp4
- 18.82 MB
003. Lab - Deploy Python Application to App Engine - Part 1.mp4
- 17.11 MB
005. Lab - Traffic Splitting in App Engine.mp4
- 14.18 MB
009. Lab - Implement Caching Mechanism in Python Application - Part 2.mp4
- 12.39 MB
010. Lab - Assignment Implement Caching.mp4
- 12.15 MB
007. Caching and Its Use Cases.mp4
- 10.92 MB
001. Introduction to App Engine.mp4
- 3.77 MB
002. App Engine - Different Environments.mp4
- 3.17 MB
Chapter 3 Get Started with Google Cloud
003. Get Comfortable with Basics of gcloud CLI.mp4
- 38.27 MB
004. gsutil and Bash Command Basics.mp4
- 37.21 MB
002. Google Cloud CLI Setup.mp4
- 18.37 MB
001. Set Up GCP Trial Account.mp4
- 15.16 MB
Chapter 10 Cloud Scheduler and Application Monitoring
003. Lab - Set Up Alerting for Google App Engine Applications.mp4
- 34.26 MB
004. Lab - Set Up Alerting for Cloud-Run Applications.mp4
- 28.7 MB
002. Lab - Cloud Scheduler in Action.mp4
- 19.88 MB
005. Lab Assignment - Set Up Alerting for Cloud Function Applications.mp4
- 12.17 MB
001. Introduction to Cloud Scheduler.mp4
- 3.63 MB
Chapter 2 Modern-Day Cloud Concepts
003. Serverless Versus Servers and Containerization.mp4
- 31.72 MB
002. Scalability - Horizontal Versus Vertical Scaling.mp4
- 15.32 MB
005. Event-Driven Architecture.mp4
- 13.66 MB
004. Microservice Architecture.mp4
- 13.5 MB
001. Introduction.mp4
- 2.02 MB
Chapter 1 Course Introduction and Prerequisites
001. Course Introduction and Section Walkthrough.mp4
- 8.34 MB
002. Course Prerequisites.mp4
- 3.29 MB
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- 377 B
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- 239 B
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InfoHash:
54C5ACD577FECD490F25350D1E2DEA673BE25C55
Last updated:
Jul 5, 2023
File count:
82 B
File Category:
1
Tags:
freecoursesonline, packtpub, data, science, model, deployments, cloud, computing
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