05
04.2020
Machine Learning:
- How to Use Amazon SageMaker to Improve Machine Learning Models for Data Analysis
https://aws.amazon.com/blogs/apn/how-to-use-amazon-sagemaker-to-improve-machine-learning-models-for-data-analysis/
- Machine learning with AutoGluon, an open source AutoML library
https://aws.amazon.com/blogs/opensource/machine-learning-with-autogluon-an-open-source-automl-library/
- Increasing performance and reducing the cost of MXNet inference using Amazon SageMaker Neo and Amazon Elastic Inference
https://aws.amazon.com/blogs/machine-learning/increasing-performance-and-reducing-the-cost-of-mxnet-inference-using-amazon-sagemaker-neo-and-amazon-elastic-inference/
- Pruning machine learning models with Amazon SageMaker Debugger and Amazon SageMaker Experiments
https://aws.amazon.com/blogs/machine-learning/pruning-machine-learning-models-with-amazon-sagemaker-debugger-and-amazon-sagemaker-experiments/
- AWS Tips & Tricks – Training Models with Amazon SageMaker – Hebrew
https://emea-resources.awscloud.com/aws-tips-tricks-ai-ml/aws-tips-tricks-training-models-with-amazon-sagemaker-hebrew
- AWS Tips & Tricks – Auto Model Tuning with Amazon SageMaker – Hebrew
https://emea-resources.awscloud.com/aws-tips-tricks-ai-ml/aws-tips-tricks-auto-model-tuning-with-amazon-sagemaker-hebrew
- Jupyter Experiences on Microsoft Azure
https://techcommunity.microsoft.com/t5/educator-developer-blog/jupyter-experiences-on-microsoft-azure/ba-p/1275030
AI and Deep Learning:
- How YOU Can Use Computer Vision to Avoid Touching Your Face!
https://medium.com/microsoftazure/how-you-can-use-computer-vision-to-avoid-touching-your-face-34a426ffddfd
Data Analytics:
- AWS Tips & Tricks – Amazon Redshift Concurrency Scaling – Hebrew
https://emea-resources.awscloud.com/aws-tips-tricks-amazon-redshift/aws-tips-tricks-amazon-redshift-concurrency-scaling-hebrew
- AWS Tips & Tricks – Amazon Redshift Spectrum – Hebrew
https://emea-resources.awscloud.com/aws-tips-tricks-amazon-redshift/aws-tips-tricks-amazon-redshift-spectrum-hebrew
- AWS Tips & Tricks – Amazon Redshift Elastic Resize – Hebrew
https://emea-resources.awscloud.com/aws-tips-tricks-amazon-redshift/aws-tips-tricks-amazon-redshift-elastic-resize-hebrew
- AWS Tips & Tricks – Amazon Redshift Advisor
https://emea-resources.awscloud.com/aws-tips-tricks-amazon-redshift/aws-tips-tricks-amazon-redshift-advisor
- Azure Data Explorer extends geospatial functionality
https://azure.microsoft.com/en-us/updates/adx-geo-updates/
- How to copy a Google BigQuery dataset from one region to another
https://medium.com/google-cloud/how-to-copy-a-bigquery-dataset-from-one-region-to-another-8388d74da2ac
- Loading geospatial data into Google BigQuery just got easier with FME
https://cloud.google.com/blog/products/data-analytics/loading-geospatial-data-into-bigquery-with-fme
R Language:
- Getting started with R on Amazon Web Services
https://aws.amazon.com/blogs/opensource/getting-started-with-r-on-amazon-web-services/
https://aws.amazon.com/blogs/opensource/using-r-with-amazon-web-services-for-document-analysis/
Kubernetes Related:
- Azure Monitor for containers now supports GPU monitoring on AKS GPU-enabled node pool
https://azure.microsoft.com/en-us/updates/ci-gpu-monitoring/
- Google recommended IAM authentication on GKE
https://medium.com/@hilliao/google-recommended-security-iam-practice-on-gke-a58ddfb605a3
Remote Learning:
- AWS Educate mobilizes global educator network to support remote learning with no cost resources
https://aws.amazon.com/blogs/publicsector/aws-educate-mobilizes-global-educator-network-remote-learning-no-cost-resources/
- All Amazon Chime meetings now support up to 250 attendees
https://aws.amazon.com/about-aws/whats-new/2020/03/all-amazon-chime-meetings-now-support-250-attendees/
- Remote Teaching Resources on Azure
https://techcommunity.microsoft.com/t5/educator-developer-blog/remote-teaching-resources/ba-p/1259009
- Azure Lab Services Resources and References
https://techcommunity.microsoft.com/t5/educator-developer-blog/azure-lab-services-resources-and-references/ba-p/1267454
- Azure Lab Services: Accelerated Lab Account set-up guide
https://techcommunity.microsoft.com/t5/azure-lab-services/azure-lab-services-accelerated-lab-account-set-up-guide/ba-p/1272922
- Azure DevTest discounts are now available
https://azure.microsoft.com/en-us/updates/azure-devtest-discounts-are-now-available/
General Administration:
- Azure Spot Virtual Machines are now generally available
https://azure.microsoft.com/en-us/updates/azure-spot-virtual-machines-are-now-generally-available/
Cost Management:
- Properly Shutdown Azure VM to Save Money
https://build5nines.com/properly-shutdown-azure-vm-to-save-money/
- How Microsoft Azure Deallocate VM vs. Stop VM States Differ
https://www.parkmycloud.com/blog/azure-deallocate-vm/
Storage Related:
- Low-Cost HDD Storage Option for Amazon FSx for Windows File Server
https://aws.amazon.com/blogs/aws/new-low-cost-hdd-storage-option-for-amazon-fsx-for-windows-file-server/
- Amazon FSx for Windows File Server launches the lowest cost file storage in the cloud for Windows workloads at 1.3 cents per GB-month
https://aws.amazon.com/about-aws/whats-new/2020/03/amazon-fsx-windows-file-server-launches-hdd-based-storage/
- Announcing general availability of incremental snapshots of Azure Managed Disks
https://azure.microsoft.com/en-us/blog/announcing-general-availability-of-incremental-snapshots-of-managed-disks/
- General availability of new Azure disk sizes and bursting
https://azure.microsoft.com/en-us/blog/general-availability-of-new-azure-disk-sizes-and-bursting/
Backup Related:
- Azure Backup solution for SAP HANA databases is now available
https://azure.microsoft.com/en-us/updates/azure-backup-solution-for-sap-hana-databases-is-now-available/