06
09.2020
Machine Learning:
- Dealing with Imbalanced Data in AutoML
https://techcommunity.microsoft.com/t5/azure-ai/dealing-with-imbalanced-data-in-automl/ba-p/1625043
- Power your VS Code Notebooks with AzML compute instances!
https://techcommunity.microsoft.com/t5/azure-ai/power-your-vs-code-notebooks-with-azml-compute-instances/ba-p/1629630
- Managing Your Machine Learning Experiments with MLflow, based on GCP
https://towardsdatascience.com/managing-your-machine-learning-experiments-with-mlflow-1cd6ee21996e
- Beginners guide to painless machine learning, based on GCP
https://cloud.google.com/blog/products/ai-machine-learning/beginners-guide-to-painless-machine-learning
AI and Deep Learning:
- How to run distributed training using Horovod and MXNet on AWS DL Containers and AWS Deep Learning AMIs
https://aws.amazon.com/blogs/machine-learning/horovod-mxnet-distributed-training/
Data Analytics:
- How to migrate from Elasticsearch to Azure Data Explorer
https://techcommunity.microsoft.com/t5/azure-data-explorer/how-to-migrate-from-elasticsearch-to-azure-data-explorer/ba-p/1621539
- Just Enough Azure Data Explorer for Architects
https://techcommunity.microsoft.com/t5/azure-data-explorer/just-enough-azure-data-explorer-for-architects/ba-p/1636234
- Getting Started With Google BigQuery on Python
https://medium.com/@adebowalesaheedabiodun/getting-started-with-python-google-bigquery-1ebc82ca9368
- Setting up network access control for Google BigQuery
https://medium.com/@mmo2/setting-up-network-access-control-for-bigquery-3957be554467
Genomic Research:
- Google Cloud for Genomics
https://medium.com/slalom-data-analytics/google-cloud-for-genomics-3f0425bdb8e0
Earth Science:
- The Technology Behind our Recent Improvements in Flood Forecasting
https://ai.googleblog.com/2020/09/the-technology-behind-our-recent.html
- A big step for flood forecasts in India and Bangladesh
https://www.blog.google/technology/ai/flood-forecasts-india-bangladesh/
HPC Related:
- How to run HPC in the cloud? (Hebrew)
https://www.iucc.ac.il/he/blog/how-to-run-hpc-in-the-cloud/
Remote Learning and Remote Working:
- Amazon AppStream 2.0 enables AWS Resource Groups Tag Editor
https://aws.amazon.com/about-aws/whats-new/2020/08/amazon-appstream-2-0-enables-aws-resource-groups-tag-editor/
- Amazon WorkSpaces introduces Microsoft Office Professional bundle for Bring Your Own Windows License WorkSpaces
https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-workspaces-introduces-microsoft-office-professional-bundle-for-byol-workspaces/
- Microsoft Education Remote Learning Lessons – Spring 2020
https://edudownloads.azureedge.net/msdownloads/Microsoft-EDU-RemoteLearning-Lessons-whitepaper.pdf
- What’s New in Microsoft Teams (August 2020)
https://techcommunity.microsoft.com/t5/microsoft-teams-blog/what-s-new-in-microsoft-teams-august-2020/ba-p/1619717
General Administration:
- Automatic join of Windows machines to an AD domain in Google Cloud Platform
https://medium.com/@jayan.menon/automatic-join-of-windows-machines-to-an-ad-domain-in-google-cloud-platform-755b3c734105
Storage Related:
- Azure Blob versioning is now general available
https://azure.microsoft.com/en-us/updates/azure-blob-versioning-is-now-general-available/
https://docs.microsoft.com/en-us/azure/storage/blobs/versioning-enable?tabs=portal
Cost Optimization:
- 5 ways to optimize your backup costs with Azure Backup
https://azure.microsoft.com/en-in/blog/5-ways-to-optimize-your-backup-costs-with-azure-backup/
Cloud Migration:
- Migrate to Azure Availability Zones
https://azure.microsoft.com/en-us/updates/migrate-to-azure-availability-zones/
- Azure Migrate Pricing
https://techcommunity.microsoft.com/t5/itops-talk-blog/azure-migrate-pricing/ba-p/1584568
Trends:
- How a cloud-based infrastructure can accelerate IT Initiatives
https://betanews.com/2020/08/27/how-a-cloud-based-infrastructure-can-accelerate-it-initiatives/