Update README.md
Minor revisions and typo fixes
@@ -4,7 +4,7 @@ This repository is intended to serve as an information hub for customers and par
#### AMLK8s refers either to an Azure Kubernetes Service (AKS) cluster or any cluster that is registered in Azure using Arc. Currently, only AKS is supported.
## Overview
-AMLK8s project enables customer to use their exsiting AKS cluster as AML training workload (will also support Arc k8s clusters in the near future). Data scientists will have some experience as other compute target, they can submit different type training jobs to AMLK8s compute target. AMLK8s Will first support SDK, CLI and restapi will be supported later.
+AMLK8s project enables customer to use their exsiting AKS cluster as compute target for AML training workload (will also support Arc k8s clusters in the near future). Data scientists will have same experience as other compute targets, they can submit different types of training jobs to AMLK8s compute target. AMLK8s Will first support SDK and CLI, and restapi will be supported later.
## Getting Started
@@ -17,11 +17,11 @@ To use CMAKS compute in private preview, you need follow these steps:
4. [View metrics in Compute level and runs level](https://github.com/Azure/CMK8s-Samples/blob/master/docs/4.%20View%20metrics%20in%20Compute%20level%20and%20runs%20level.markdown)
5. [Manage AML Add-on](https://github.com/Azure/CMK8s-Samples/blob/master/docs/5.%20Manage%20AML%20add-on.markdown)
-**Note**: The compute name in Python SDK and CLI may be changed duraring preview.
+**Note**: The compute name in Python SDK and CLI may be changed during preview.
## FAQ
### Q1. Recommend cluster resource
-We recommend you use at least 3 nodes cluster, each node have at least 2C 4G. And if you want to running GPU jobs, you need some GPU nodes.
+We recommend you use a at least 3 nodes cluster, each node having at least 2C 4G. And if you want to running GPU jobs, you need some GPU nodes.
### Q2. AML add-on version
We will install the latest AML add-on services automatically when you first attach AKS cluster to AML workspace. You can check add-on components version using ```helm list``` and update according to [Manage AML Add-on](https://github.com/Azure/CMK8s-Samples/blob/master/docs/5.%20Manage%20AML%20add-on.markdown).
