05
07.2020
Machine Learning:
- Introducing the open-source Amazon SageMaker XGBoost algorithm container
https://aws.amazon.com/blogs/machine-learning/introducing-the-open-source-amazon-sagemaker-xgboost-algorithm-container/
AI and Deep Learning:
- Amazon Comprehend Medical adds relationship extraction to medical condition
https://aws.amazon.com/about-aws/whats-new/2020/07/amazon-comprehend-medical-adds-relationship-extraction-to-medical-condition/
- Google Cloud’s AI Adoption Framework
https://services.google.com/fh/files/misc/ai_adoption_framework_whitepaper.pdf
- How the Google AI Community Used Cloud to Help Biomedical Researchers
https://cloud.google.com/blog/products/ai-machine-learning/google-ai-community-used-cloud-to-help-biomedical-researchers
Data Analytics:
- Azure Custom Role Guidance and Azure Data Factory Custom Operator Role
https://medium.com/microsoftazure/azure-custom-role-guidance-and-azure-data-factory-custom-operator-role-daaa6d7e66df
- Azure Data Lake Storage archive tier is now generally available
https://azure.microsoft.com/en-us/updates/archive-tier-for-azure-data-lake-storage-now-generally-available/
- Automating best practices for high-throughput data ingestion
https://techcommunity.microsoft.com/t5/azure-synapse-analytics/automating-best-practices-for-high-throughput-data-ingestion/ba-p/1498921
- Presto optional component now available on Google Dataproc
https://cloud.google.com/blog/products/data-analytics/presto-optional-component-now-available-on-dataproc
- How to load XML data into Google BigQuery using Python Dataflow
https://medium.com/google-cloud/how-to-load-xml-data-into-bigquery-using-python-dataflow-fd1580e4af48
Genomic Research:
- Building a genomics analysis architecture with Hail, BigQuery, and Dataproc, based on GCP
https://cloud.google.com/blog/products/data-analytics/genomics-data-analytics-with-cloud-pt1
https://cloud.google.com/blog/products/data-analytics/genomics-data-analytics-with-cloud-pt2
Earth Science:
- FloodMapp Leverages AWS for Real-Time Inundation Flood Mapping to Save Lives and Assets
https://aws.amazon.com/blogs/startups/how-floodmapp-leverages-aws-for-real-time-inundation/
- Communicating a national flood risk assessment using AWS
https://aws.amazon.com/blogs/publicsector/communicating-national-flood-risk-assessment-using-aws/
HPC Related:
- Using AWS ParallelCluster serverless API for AWS Batch
https://aws.amazon.com/blogs/compute/using-aws-parallelcluster-serverless-api-for-aws-batch/
Kubernetes Related:
- 8 Kubernetes Tips and Tricks
https://www.ibm.com/cloud/blog/8-kubernetes-tips-and-tricks
General Administration:
- Introducing Amazon EC2 Launch v2 to simplify customizing Windows instances
https://aws.amazon.com/about-aws/whats-new/2020/07/introducing-ec2-launch-v2-simplify-customizing-windows-instances/
Remote Learning:
- Visualization and Compute GPUs: SolidWorks and Deep Learning Class Types, based on Azure Labs
https://techcommunity.microsoft.com/t5/azure-lab-services/visualization-and-compute-gpus-solidworks-and-deep-learning/ba-p/1498532
- Adventures deploying Windows Virtual Desktop into Production
https://techcommunity.microsoft.com/t5/azure-architecture-blog/adventures-deploying-windows-virtual-desktop-into-production/ba-p/1493293
Cloud Migration:
- Are You Ready for Cloud Only?
https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/are-you-ready-for-cloud-only/ba-p/1489281
- SQL Server – Best Options for Database Migration into Azure
https://techcommunity.microsoft.com/t5/azure-migration/sql-server-best-options-for-database-migration-into-azure/ba-p/1497339
Strategy and Business decisions:
- Top Six Cloud Myths Debunked – Hebrew
https://www.iucc.ac.il/he/blog/sixmyths-cloudarchitecture/
Cost Management:
- 11 best practices for operational efficiency and cost reduction with Google Cloud
https://cloud.google.com/blog/topics/inside-google-cloud/best-practices-for-operational-efficiency-and-cost-reduction
Security Related:
- Adoption of Cloud-based Security Tools Accelerates as Organizations Support Remote Workforces during COVID-19
https://www.exabeam.com/pr/adoption-of-cloud-based-security-tools-accelerates-as-organizations-support-remote-workforces-during-covid-19-according-to-survey-from-exabeam/
- Can the Cloud be Trusted with Your Business Data?
https://cloudacademy.com/blog/can-the-cloud-be-trusted-with-your-business-data/
- Making the case for cloud-based security
https://www.computerweekly.com/news/252485322/Making-the-case-for-cloud-based-security
- Securing the cloud: new data points the way
https://www.techcentral.ie/securing-the-cloud-new-data-points-the-way/