AI Unit STEAM

internet

the ____________ and social media were the second big development that jumpstarted the AI revolution; gathers data

transistors

the first big development that has jumpstarted the AI revolution; they give more power in smaller places

neural networks

the most dominant learning networks today; a series of algorithms that mimic the operations of a human brain to recognize relationships between vast amounts of data

AlexNet

the neural network that is so far the most pro-efficient face (picture) recognition; *best that came from Image Net*

supervised learning

the process of learning with training labels; most widely used training method with AI; requires a supervisor

supervised

the steps of ______________ learning are you first insert two inputs (which is sometimes a weight and diameter of something) and a bias (the threshold between the two inputs). then you train the AI by saying if it is right or wrong and lastly test the AI and record the results

step function

the sum of a formula that equals 1 or 0; it includes two weighted inputs and a bias

neuron

when a __________ has information, electricity moves from dendrites into axons to send the message

processing power

you want to give AI programs multiple inputs but the more inputs means the more _________ __________

precision

tells you how much you should trust your program when it says it's found something

recall

tells you how much your program can find of the thing you're looking for

neural

__________ networks process data by having an input layer, 1 hidden layer, 2 hidden layer, and an output layer

supervised

___________ learning for AI is the reason emails know if something's important or a spam, faces are recognized on facebook (photo tagging), and banks using loan applications

neural

___________ networking is the reason we have online banking being able to find card frauds and cancer testing

negative

_____________ aspects of AI are killer robots, taking over jobs (automations), surveillance by the government

positive

______________ aspects of AI are ending car accidents and helping the elderly (personalized care)

image net

a data set of 3.2 millions real world pictures that are labeled in nested categories

AI

a machine that can interpret, potentially learn, and use knowledge from data to adapt and achieve specific goals

Dartmouth Conference

a small group of scientist gathered here to experiment on artificial intelligence build knowledge about it

uses of AI

auto completion of text, algorithms (ads), loan applications, alexa/rumba, car insurance, college/job applications

John McCarth

came up with the name Artificial Intelligence and started the Dartmouth Summer Research Project

data

scientist at the Dartmouth Conference were so off in their predictions about AI because they under estimated the amount of _______ an AI would need to process