Machine Learning

Question 1

SageMaker

Answer 1

fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. SageMaker removes all the barriers that typically slow down developers who want to use machine learning.

Question 2

SageMaker Ground Truth

Answer 2

helps you build highly accurate training datasets for machine learning quickly. SageMaker Ground Truth offers easy access to public and private human labelers and provides them with built-in workflows and interfaces for common labeling tasks.

Question 3

Amazon Comprehend

Answer 3

natural language processing (NLP) service that uses machine learning to find insights and relationships in text. No machine learning experience required.

Question 4

Amazon Lex

Answer 4

service for building conversational interfaces into any application using voice and text.

Question 5

Amazon Polly

Answer 5

service that turns text into lifelike speech.

Question 6

Amazon Rekognition

Answer 6

service that makes it easy to add image analysis to your applications.

Question 7

Amazon Translate

Answer 7

neural machine translation service that delivers fast, high-quality, and affordable language translation.

Question 8

Neural machine translation

Answer 8

form of language translation automation that uses deep learning models to deliver more accurate and more natural sounding translation than traditional statistical and rule-based translation algorithms.

Question 9

Amazon Transcribe

Answer 9

automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to their applications.

Question 10

Amazon Elastic Inference

Answer 10

attach low-cost GPU-powered acceleration to Amazon EC2 and SageMaker instances to reduce the cost of running deep learning inference by up to 75%.

Question 11

Amazon Forecast

Answer 11

fully managed service that uses machine learning to deliver highly accurate forecasts.

Question 12

Amazon Textract

Answer 12

service that automatically extracts text and data from scanned documents.

Question 13

Amazon Personalise

Answer 13

machine learning service that makes it easy for developers to create individualized recommendations for customers using their applications.

Question 14

Amazon Deep Learning AMIs

Answer 14

provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at any scale.

Question 15

AWS DeepLens

Answer 15

helps put deep learning in the hands of developers, literally, with a fully programmable video camera, tutorials, code, and pre-trained models designed to expand deep learning skills

Question 16

AWS DeepRacer

Answer 16

1/18th scale race car which gives you an interesting and fun way to get started with reinforcement learning (RL)

Question 17

RL

Answer 17

an advanced machine learning (ML) technique which takes a very different approach to training models than other machine learning methods. Its super power is that it learns very complex behaviors without requiring any labeled training data, and can make short term decisions while optimizing for a longer term goal.

Question 18

Apache MXNet on AWS

Answer 18

fast and scalable training and inference framework with an easy-to-use, concise API for machine learning.

Question 19

TensorFlow on AWS

Answer 19

enables developers to quickly and easily get started with deep learning in the cloud.

Question 20

AWS Inferentia

Answer 20

machine learning inference chip designed to deliver high performance at low cost.