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* [https://docs.aws.amazon.com/machine-learning/index.html Amazon Machine Learning Documentation] | * [https://docs.aws.amazon.com/machine-learning/index.html Amazon Machine Learning Documentation] | ||
| − | * [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)]] | + | * [[Development]] ... [[Notebooks]] ... [[Development#AI Pair Programming Tools|AI Pair Programming]] ... [[Codeless Options, Code Generators, Drag n' Drop|Codeless, Generators, Drag n' Drop]] ... [[Algorithm Administration#AIOps/MLOps|AIOps/MLOps]] ... [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)|AIaaS/MLaaS]] |
* [[Bedrock]] | * [[Bedrock]] | ||
* [[Development#CodeWhisperer|CodeWhisperer]] | * [[Development#CodeWhisperer|CodeWhisperer]] | ||
Revision as of 20:44, 7 July 2023
YouTube ... Quora ...Google search ...Google News ...Bing News
- Amazon Machine Learning Documentation
- Development ... Notebooks ... AI Pair Programming ... Codeless, Generators, Drag n' Drop ... AIOps/MLOps ... AIaaS/MLaaS
- Bedrock
- CodeWhisperer
- AWS with TensorFlow
- DeepLens - deep learning enabled video camera
- AWS Internet of Things (IoT)
- AmazonML
- Deep Learning (DL) Amazon Machine Image (AMI) - DLAMI
- Alexa Skills Kit implementing Amazon’s cloud-based voice service
- FloydHub - training and deploying your DL models
- On-Demand AWS Tech Talks
- AWS Training and Certification
- Assistants ... Personal Companions ... Agents ... Negotiation ... LangChain
- Amazon Science
_______________________________________________
Contents
Integrated Components/Technologies
- Textract in the Elastic Stack Architecture
- Comprehend - natural language processing (NLP) service
- Kendra - natural language search capabilities to your websites and applications; allowing users to ask a question then searches across repositories
- Lex - conversational interfaces using voice and text
- SageMaker - build, train, and deploy
- Polly - text to speech
- Rekognition - video analysis service
- Kinesis - collect, process, and analyze real-time, streaming data
- Lambda - run code without managing servers
- AWS Internet of Things (IoT) Services Overview; process and route those messages to AWS endpoints
- MQTT - A lightweight messaging protocol
- AWS IoT Button
- Greengrass - connected devices can run AWS Lambda functions, keep device data in sync
- Intel® Compute Library for Deep Neural Networks (clDNN) & OpenVINO - deep learning primitives for computer vision
- Simple Queue Service (SQS) - message queuing
- Simple Notification Service (SNS) - pub/sub messaging and mobile notifications
- DynamoDB - NoSQL database
- Simple Storage Service (S3) - object storage
- Amazon Forecast ... looking at a historical series of data, which is called time series data
- Athena interactive query service to analyze data in Amazon S3 using standard SQL
- run applications and services without thinking about servers; Serverless
- Glue a fully managed extract, transform, and load (ETL) service to prepare and load data for analytics
- Crawlers to populate the AWS Glue Data Catalog with tables
- Management Console - manage web services
- Deep Learning (DL) Amazon Machine Image (AMI) - DLAMI
- SoftAP - software enabled access point
- Ubuntu - operating system
Libraries & Frameworks
Training
Business Decision Maker... ...Data Platform Engineer... ... Data Scientist.... ..... .... Developer
Business Decision Maker
Data Platform Engineer
Data Scientist
Developer
