Seven Patterns of AI (Video) - Fill-in-the-Blank Flashcards

Fill-in-the-blank flashcards covering the lecture notes on AI patterns, recognition, NLP, RPA, IPA, and related concepts.

Al & Cognitive Technologies are not suited for __.

Repetitive, Deterministic Automation Tasks

The categorization system that groups different AI applications into like application areas is called the __.

Seven Patterns of AI

The pattern that enables machines to converse with humans using natural language is the __ pattern.

Conversation & Human Interaction

The objective of the __ Pattern is to make sense of unstructured data (images, audio, video).

Recognition

Facial recognition is a special case of __ recognition.

image

Gesture recognition allows computers to capture and interpret human gestures as __.

commands

Handwriting/text recognition is more than __.

OCR

NLG stands for Natural Language __.

Generation

NLU stands for Natural Language __.

Understanding

ASR (Automatic Speech Recognition) is often used interchangeably with __ (STT).

Speech-to-Text

NLP stands for Natural Language __.

Processing

The first real conversational chatbot was built in __.

1966

There are __ patterns of AI.

7

The objective of the Conversation Pattern is for machines to interact with humans using natural __.

language

The objective of the Hyperpersonalization pattern is to treat each __ as an individual.

individual

NLP stands for Natural Language __.

Processing

RPA stands for Robotic Process __.

Automation

IPA adds AI to RPA to handle variability, unstructured data, and __.

exceptions

Cobots are collaborative robots designed to work in close proximity to __.

humans

Attended RPA bots are activated by the __.

employee

Unattended RPA bots operate in the __.

background

Levels of Autonomy for vehicles range from Level 0 (no autonomy) to Level __ (fully driverless).

5

The capability to automatically identify process flows in new systems is called __.

process discovery

Automation is about repeating tasks; autonomous systems require perception, prediction, and __.

planning

The two RPA types are Attended and __ bots.

Unattended

In Intelligent Process Automation, the highest listed level is Level __.

3

AlphaGo and AlphaZero were developed by __.

DeepMind

The seven AI patterns include Recognition, Conversation, Predictive Analytics & Decisions, Goal-Driven Systems, Autonomous Systems, Patterns & Anomalies, and __.

Hyperpersonalization

The objective of Predictive Analytics & Decision Support is to help humans make better __.

decisions

ImageNet competition began in __.

2010

The difference between Automation and Intelligence: automation handles repetitive tasks, while intelligence requires perception, prediction, and __.

planning

Cobots stand for Collaborative __.

robot

Content Summarization uses NLP to extract key information and generate a short __.

synopsis

Automatic Speech Recognition (ASR) is a component of Natural Language __.

Understanding

The objective of the Recognition Pattern is to identify and understand the real world and __ data.

unstructured

The 'six levels of autonomy' concept is used to describe __ vehicles.

autonomous

Autonomous Retail examples include Amazon __.

Go

A conversational AI example used in commerce is a 'chatbot' or 'voice assistant' that leverages the __ Pattern.

Conversation

ILSVRC stands for the ImageNet Large Scale Visual Recognition __.

Challenge

The three key aspects of intelligence are Perceive, Predict, and __.

Plan

AI is best for problems with high variability and probabilistic results; for 100% accuracy, AI/ML is __.

not suitable

Software bots that automate repetitive software tasks are commonly referred to as __.

RPA

No Code platforms enable non-developers to build applications without requiring any .

coding