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ADW (Models Development (MLib?, deeplearn4j?, Mohaut?, TensorFlow?, Keras?…
ADW
Models Development
MLib?
deeplearn4j?
Mohaut?
TensorFlow?
Keras?
scikit-learn?
AWS SageMaker
Other?
Monitoring
Cloudwatch Logs
Cloudwatch Alerts
Cloudwatch Dashboards
AWS SNS
Emails
SMS
Cloudwatch Events
AWS Lambda
Splunk/DataDog ?
Development
Source Control
GitHub
BitBucket
AWS Code Repository
Environments
Docker (dockerhub or AWS ECR)
SageMaker
AWS Workstations
Vagrant
EC2-AMI
Deployment
Terraform or CloudFormation
Ansible
CI
AWS CodePipelines
Jenkins?
BitBucket pipelines?
Task tracking
Trello
Jira
Collaboration
Google Docs ?
Draw IO ?
Wiki engine
Slack
Storage
S3
MongoDb
(DynamoDb?)
Redshift?
Aurora Postgre RDS?
Data Processing
ETL
Speed
AWS Kinesis Analytics
Spark on EMR
AWS Kinesis Firehose
Flink and other EMR products
AWS Lambda
Batch
AWS DataPipeline
AWS Glue
Spark on EMR
Other EMR products
AWS Batch
Exploration
Presto on AWS EMR?
Spark on AWS EMR
AWS Athena
AWS Reshift?
AWS QuickSight
Other EMR products?
MongoDb
AWS Redshift Spectrum?
Real time prediction
AWS SageMaker
AWS Lambda
AWS ML?
Spark on EMR?
Provenir?
skymind?
AWS ECS/Fargate?
Access Management
AWS IAM
AD (LDAP)
AWS Cognito (Federation)
Knowledge Sharing
Wiki
Confluence
MediaWiki
SimpleWiki
SlimWiki
Notebooks
AWS SageMaker (Jupiter
)
Apache Zeppelin on EMR
Reporting
Tableau? Server?
AWS Quicksight?