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
