Difference between revisions of "Amazon"
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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | ||
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| − | [https://www.youtube.com/results?search_query=ai+amazon | + | [https://www.youtube.com/results?search_query=ai+amazon+AWS YouTube] |
| − | [https://www.quora.com/search?q=ai%20amazon%20AWS | + | [https://www.quora.com/search?q=ai%20amazon%20AWS ... Quora] |
| − | [https://www.google.com/search?q=ai+amazon | + | [https://www.google.com/search?q=ai+amazon+AWS ...Google search] |
| − | [https://news.google.com/search?q=ai+amazon | + | [https://news.google.com/search?q=ai+amazon+AWS ...Google News] |
| − | [https://www.bing.com/news/search?q=ai+amazon | + | [https://www.bing.com/news/search?q=ai+amazon+AWS&qft=interval%3d%228%22 ...Bing News] |
* [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] | ||
Revision as of 18:00, 14 April 2023
YouTube ... Quora ...Google search ...Google News ...Bing News
- Amazon Machine Learning Documentation
- Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)
- Bedrock
- 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
_______________________________________________
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
