Kubeflow For Beginners – Build Pipelines On The Cloud

سرفصل های دوره

Learn Kubeflow by Example with Machine Learning - Deploy ML AI Pipelines on Google Cloud Platform - Kubernetes & AWS

1 - What Are Containers Virtual Machines Introduction

1 - What Are Containers Virtual Machines 101 Kubeflow

2 - How Do Containers Work

3 - Isolation Differences Between Virtual Machines Containers

4 - Modular Adaptability Customization Of Containers

5 - Portability Flexibility From VMs and Containers

2 - What Is Kubernetes Fundamentals

6 - Quick Note Kubernetes Section

7 - Introduction To Kubernetes Container Deployment

8 - Tradition Virtual Deployment Eras

9 - The Container Deployment Era Benefits

10 - Kubernetes Container Benefit Recap

11 - Why Use Kubernetes

12 - How is Kubernetes Useful

13 - Kubernetes Review

3 - Kubernetes Clusters Fundamentals

14 - What is a Kubernetes Cluster Containers Hosts

15 - Worker Nodes The Master Node

16 - Kubernetes Microservice Application Example Part I

17 - Kubernetes Microservice Application Example Part II

4 - What Is Kubeflow Introduction

18 - How Machine Learning Benefits From Kubernetes

19 - Kubeflow Beginning with TFX

20 - How Kubefow Makes It Easier For Developers

21 - How Kubeflow Works Basics

5 - Kubelfow Project Set Up Google Cloud Platform GCP

22 - Important Note Codelab GCP Billing

23 - Learn Kubeflow Lab Overview

24 - Set Up A Google Cloud Platform Project for The Kubeflow Example

25 - GCP GCloud Config Kubeflow Project Setup

26 - Create A Bucket For Kubeflow Example Storage

27 - Deploy A Kubeflow Pipeline Kubernetes Engine Part I

28 - Deploy A Kubeflow Pipeline Kubernetes Engine Part II

29 - Google Cloud Pipeline Billing And Budget Alerts

30 - Set Up GKE Cluseter

31 - Request GPU Quota Process

32 - Request GPU Quota Process Once Approved

6 - Kubeflow Run A Pipeline From UI Google Cloud Platform GCP

33 - Kubeflow Run A Pipeline From UI Google Cloud Platform GCP

34 - Upload Yaml Pipeline Config Kubeflow File

34 - pipeline.zip

35 - Input Parameters For Kubeflow Pipeline Run

36 - Kubeflow Pipeline Runs Events Logs

37 - Pipeline Deployment Checkpoint Deprecated Example

38 - Iterative Recursive Example For Kubeflow Pipeline Completion

39 - Quick Look at Kubeflow Teardown Command

40 - Optional Deploying A Notebook WIth AI Platform GCP Kubeflow

41 - Optional Kubeflow on AWS

42 - One Last Chance to Make This Course Better for Your Permanent Learning Library

189,000 تومان

افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: Udemy-Training