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12.2020
Machine Learning:
- A machine learning pipeline with TensorFlow Estimators and Google Cloud Platform
https://medium.com/xebia-france/a-machine-learning-pipeline-with-tensorflow-estimators-and-google-cloud-platform-b6a5d0e3f5e9
- How to automatically scale your machine learning predictions, based on GCP
https://cloud.google.com/blog/products/ai-machine-learning/scaling-machine-learning-predictions
- Monitoring in-production ML models at large scale using Amazon SageMaker Model Monitor
https://aws.amazon.com/blogs/machine-learning/monitoring-in-production-ml-models-at-large-scale-using-amazon-sagemaker-model-monitor/
- Controlling and auditing data exploration activities with Amazon SageMaker Studio and AWS Lake Formation
https://aws.amazon.com/blogs/machine-learning/controlling-and-auditing-data-exploration-activities-with-amazon-sagemaker-studio-and-aws-lake-formation/
- Deploy fast.ai-trained PyTorch model in TorchServe and host in Amazon SageMaker inference endpoint
https://aws.amazon.com/blogs/opensource/deploy-fast-ai-trained-pytorch-model-in-torchserve-and-host-in-amazon-sagemaker-inference-endpoint/
- A Review of Azure Automated Machine Learning (AutoML)
https://medium.com/microsoftazure/a-review-of-azure-automated-machine-learning-automl-5d2f98512406
- Using Azure Machine Learning from GitHub Actions
https://devblogs.microsoft.com/devops/using-azure-machine-learning-from-github-actions/
- Training PyTorch on Cloud TPUs
https://ultrons.medium.com/training-pytorch-on-cloud-tpus-be0649e4efbc
- How to automatically scale your machine learning predictions, based on Google cloud
https://cloud.google.com/blog/products/ai-machine-learning/scaling-machine-learning-predictions
AI Related:
- Focusing on disaster response with Amazon Augmented AI and Mechanical Turk
https://aws.amazon.com/blogs/machine-learning/focusing-on-disaster-response-with-amazon-augmented-ai-and-mechanical-turk/
Data Analytics:
- Amazon EMR Release 6.2 now supports improved Apache HBase performance on Amazon S3, and Apache Hive ACID Transactions on HDFS and Amazon S3
https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-emr-release-6-2-supports-apache-hbase-on-amazon-s3-apache-hive-acid-transactions-on-hfds-and-amazon-s3/
- Multicloud analytics powers queries in life sciences, agritech and more, based on Google cloud
https://cloud.google.com/blog/products/data-analytics/multicloud-data-analytics-possible-with-bigquery-omni
Datasets for researchers:
- Most popular public datasets to enrich your Google BigQuery analyses
https://cloud.google.com/blog/products/data-analytics/big-data-analytics-in-the-cloud-with-free-public-datasets
Research in the Cloud:
- An introduction to AWS for research IT: Getting started in the cloud
https://aws.amazon.com/blogs/publicsector/introduction-aws-research-it-getting-started-cloud/
- Introducing Service Workbench on AWS
https://aws.amazon.com/about-aws/whats-new/2020/12/introducing-service-workbench-on-aws/
HPC Related:
- AWS ParallelCluster – Quickly Build HPC Compute Environments on AWS (Video)
https://www.youtube.com/watch?app=desktop&v=r4RxT-IMtFY
- Remote visualization in HPC using NICE DCV with ParallelCluster
https://aws.amazon.com/blogs/opensource/remote-visualization-in-hpc-using-nice-dcv-with-parallelcluster/
General Administration:
- Azure Fundamentals Track: Core Azure Concepts – Describe Core Azure Architectural Components (Hebrew)
https://www.youtube.com/watch?v=E5N3yl6moNU
- Azure Fundamentals Track: Core Azure Services – Explore Azure Networking Services (Hebrew)
https://www.youtube.com/watch?v=qkC9_qiOZn8
Trends and Strategy:
- Importance of Cloud Strategy (Hebrew)
https://www.iucc.ac.il/he/blog/importance-of-cloud-strategy
Storage Related:
- Amazon Cloud Storage: 7 Factors that Affect Amazon S3 Pricing
https://www.cloudhealthtech.com/blog/amazon-cloud-storage-s3-pricing
- Azure Storage Limits at a Glance
https://cloud.netapp.com/blog/azure-anf-blg-azure-storage-limits-at-a-glance
Cloud Security Related:
- 6 Significant Cloud Security Threats
https://securityboulevard.com/2020/12/6-significant-cloud-security-threats/
- Using CSA STAR to Improve Cloud Governance and Compliance
https://cloudsecurityalliance.org/blog/2020/12/19/using-csa-star-to-improve-cloud-governance-and-compliance/
Azure and Office 365 Security Related:
- Azure AD workbook to help you assess Solorigate risk
https://techcommunity.microsoft.com/t5/azure-active-directory-identity/azure-ad-workbook-to-help-you-assess-solorigate-risk/ba-p/2010718
- Get email notifications on new incidents from Microsoft 365 Defender
https://techcommunity.microsoft.com/t5/microsoft-365-defender/get-email-notifications-on-new-incidents-from-microsoft-365/ba-p/2012518
- CrowdStrike Launches Free Tool to Identify and Help Mitigate Risks in Azure Active Directory
https://www.crowdstrike.com/blog/crowdstrike-launches-free-tool-to-identify-and-help-mitigate-risks-in-azure-active-directory/
- Russian hackers compromised Microsoft cloud customers through third party, putting emails and other data at risk
https://www.washingtonpost.com/national-security/russia-hack-microsoft-cloud/2020/12/24/dbfaa9c6-4590-11eb-975c-d17b8815a66d_story.html
AWS Security Related:
- The CISO Perspective: How Chief Information Security Officers “Cross the River” to Cloud Adoption
https://aws.amazon.com/blogs/enterprise-strategy/the-ciso-perspective-how-chief-information-security-officers-cross-the-river-to-cloud-adoption/
- AWS Account Security Monitoring
https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac
Google Cloud Security Related:
- Unlocking the mystery of stronger security key management
https://cloud.google.com/blog/products/identity-security/better-encrypt-your-security-keys-in-google-cloud