Machine Learning

Question 1

Broad branch of computer science that can perform tasks requriing human intelligence

Answer 1

AI

Question 2

A computer program that is designed to find patterns from an unnalyzed dataset

Answer 2

ML

Question 3

COmputer program that helps computers undersrand hidden patterns in data, make prediction about the data and recommend actions to take.

Answer 3

ML algorithim

Question 4

Machine Learning subset of AI

What can forecast what might happen in the Future (predictive analytics) and provide a course of action (prescriptive analytics)

Answer 4

ML models

these models become more accurate through a process called training.

Question 6

Subsert of ML that can analyze huge volume of data mch faster than human

WHat can be built to identify trends, correlations and anomalies in datasets?

Answer 6

Algorithims

ML automates the process of extracting insights and patterns from data,

Question 7

What AWS services make it easier for developers to add intelligence to apps without needing ML expertise

Answer 7

AWS AI and ML services

You can choose from 3 different levels of ML services.

Question 8

Category of ML services

service that provides ready made AI to integrate into Apps and workflows.

Answer 8

AWS AI services

AI services on AWS don’t require ML skills

Question 9

AWS service that makes it convenient for any developer to accelerate their ML innvoation with purpose built tools optimised for ML apps.

Answer 9

ML services

Question 10

ML practioners can design their own tools and workflows to build, train, tune and deploy models. With what AWS services?

Answer 10

ML frameworks and infrastructure

Question 11

Type of ML model that creates new content and ideas from user prompts.

Answer 11

Generative AI

Question 12

Learns from existing data and then uses that knwooledge to create new content. Done through deep learning, which uses algorithims to mimic the structure of the human brain.

Answer 12

Generative AI

Question 13

Powered by large, pre-trained models call foundation models. _________________ models are trained on massive amounts of data, whcih can be anything from text to images to music.

Answer 13

Generative AI

Question 14

What AWS service allows you to analyze your code and comments as you write code in your integrated developement environment.

Answer 14

Amazon Q developer

It goes beyond code completion by leveraging natural language processing to write code by understanding the comments in the code.

Question 15

Which AWS service includes a security scanning feature that detects security vulnerabilites in both generated and developer written code.

Answer 15

Amazon Q developer.

Question 16

A subset of AI that uses algorithms to teach computers to make predictions or decisions from data.

Answer 16

ML - focuses on using algorithms for computers to learn to make predictions.