Machine Learning Flashcards
Type of artificial intelligence where you can write programs that learn and remember its own results without being told to do so.
Machine Learning
Gives customers Intelligent Search
Amazon Kendra
Service that gives personalized information to your customers.
Amazon Personalize
Service to automatically detect unexpected changes in thinks like revenue performance, customer retention and help you to identify the root causes.
Amazon Lookout for Metrics
Service to build accurate forecasting models
Amazon Forecast
Service to identify potentially fraudulent online activities
Amazon Fraud Detector
Service to analyze images and videos and extract meaning from them
Amazon Rekognition
A service to turn text into lifelike speech
Amazon Polly
Service to add high-quality speech-to-text translations to your applications.
Amazon Transcribe
Service to easily build conversational agents or chat bots
Amazon Lex
AWS Rekognition creates this from the image that you provide to it.
A list of items it things it thinks it can see in the image.
AWS Rekognition list of items also comes with this
Confidence Percentage
How does AWS Rekognition - Confidence Percentage work
Shows how confident the service is that the item is what it thinks it is.
AWS Rekognition automatically detects adult or violent content in your images through
Image Moderation
AWS Rekognition can get a thorough analysis of a picture of someone’s face through
Facial Analysis
AWS Recognition can recognize celebrities via
Celebrity Recognition
AWS Rekognition can help to extract text from images
Text Extraction
AWS feature to recognize PPE
Personal Protection Equipment
Self-driving car that AWS created that is an advanced machine learning technique.
AWS DeepRacer
This is an AWS DeepRacer “brain”
Model
Set of computer instructions
Algorithm
AWS DeepRacer algorithm
Reward Function
How many outputs does DeepRacer have
One
How does DeepRacer Award Functions work
Write your algorithm to reward or calculate a higher value when car does something correctly
A service that uses machine learning to help review code and even help optimize your application performance.
Amazon CloudGuru
Amazon CodeGuru main benefits
Detects critical issues
Security
Vulnerabilities
Hard to find bugs
A tool to analyze your code and help you to identify the expensive lines
Amazon CodeGuru Profiler
Amazon CodeGuru Profiler expensive meaning
The lines of code with the most CPU power to execute,
Amazon CodeGuru profiler also provides this as a way to fix expensive code
Visualization and recommendations
Allows you to understand run-time behavior of apps and how they interact with CPU utilization of the system they are running on and how latency may be introduced to due to poorly structured code
Amazon CodeGuru Profiler
Service that uses machine learning to identify critical issues and possibly hard to find bugs in your code repositories that help to improve overall quality
Amazon CodeGuru Reviewer
Amazon CodeGuru Reviewer detects deviations from best practices and will flag common issues that it finds and lets you
fix them before they cause more problems at a later day.
How does Amazon CodeGuru Reviewer do its thing
It links right into your code repository and will show you the exact lines of its advising about,
Issues concerning AWS best practice
AWS Best Practices
Issues concerning Java best practices
Java Best Practices
Issues with concurrency
Concurrency
Issues with deadlocks
deadlocks
Issues with resource leeks
Resource leaks
Issues with sensitive info leaks
Sensitive information leaks
Issues with bugs
Common code bugs
Issues with cloning
Code Cloning
Issues with input validation
Input Validation
Huge benefit of Amazon CodeGuru
It can be automated.,
