Amazon

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
  • Getting Started & Project: Object Detection
  • More DeepLens Projects
  • ... Image Classification ...ResNet-50
• AWS Internet of Things (IoT)
  • AWS IoT Button
• 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 Is Becoming an AI Chip Maker, Speeding Alexa Responses
  • Amazon unveils Echo Buds, Alexa-enabled earbuds with noise reduction | Kyle Wiggers
  • Amazon’s Echo Frames are eyeglasses with Alexa | Khari Johnson
• Amazon Science
  • Automated Reasoning
  • Computer Vision
  • Conversational AI / Natural-language processing
  • Information and knowledge management
  • Machine learning
  • Quantum Technologies
  • Robotics
  • Search and information retrieval

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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

• TensorFlow
• Caffe / Caffe2
• MXNet
• gluon

Training

• Learning Paths

Business Decision Maker... ...Data Platform Engineer... ... Data Scientist.... ..... .... Developer

Business Decision Maker

• Business individuals and team leaders

Data Platform Engineer

• Data platform engineers

Data Scientist

• Learners skilled in math, statistics, and analysis

Developer

• Builders and Software Developers