49 lines
22 KiB
Plaintext
Executable File
49 lines
22 KiB
Plaintext
Executable File
id&qtp&qim&qil&qtx&qca&qia&qrm&qnxt&qprv&qalb&subj&wght&pts&flr&ded&layout&qfixed&qptsbyans&flags
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cloud-L7.001&esa&0&&A simple exercise for __________ the future is to subtract something that's
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;important today and fill it with
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;something else. Take an important thing away and
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;try to fill it with something else and you'll
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;start to think out of the box as opposed
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;to thinking sequentially. &predicting&&01:17<br>A simple exercise for [predicting]<br>the future is to subtract something that's<br>important
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;today and fill it with<br>something else. Take an important thing away and<br>try to fill it with
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;something else and you'll<br>start to think out of the box as opposed<br>to thinking sequentially. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.002&esa&0&&The central cloud is where a lot of
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;the __________ gets done for our mobile devices and its also where a lot of data information gets stored.
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;&processing&&02:22<br>The central cloud is where a lot of<br>the [processing] gets done for our mobile devices and its
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;also where a lot of data information gets stored. <br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.003&esa&0&&02:30 When we do a Google ______ or
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;whenever you type something in on your
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;phone that little stream of information
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;goes back to the cloud it gets processed
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;and the information then comes back to your phone.&search&&02:30 When we do a Google [search] or <br>whenever you type something in on your<br>phone that little
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;stream of information<br>goes back to the cloud it gets processed<br>and the information then comes back to
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;your phone.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.004&esa&0&N&To some degree your mobile devices
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;are a terminal display vehicle of
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;what's happening in the cloud itself.
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;So we're living right now in a very
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;___________ model of the world.¢ralized&&02:37<br>To some degree your mobile devices<br>are a terminal display vehicle of<br>what's happening in
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;<br>;the cloud itself.<br>So we're living right now in a very<br>[centralized] model of the world.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.005&esa&0&&A text message doesn't go directly to someone, it first goes to some data center that serves as the central
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;___ and spoke.
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;&hub&&03:05 A text message doesn't go directly to someone, it first goes to some data center that serves as the
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;central [hub] and spoke.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.006&esa&0&&Prediction: It won't be
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;mobile devices, but the Internet of Things (IoT) that is going to truly ________
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;cloud computing and put an end to what
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;we currently know as the cloud.&transform&& 03;27 Prediction: It won't be<br>mobile devices, but the Internet of Things (IoT) that is going to
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;truly [transform]<br>cloud computing and put an end to what<br>we currently know as the cloud.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.007&esa&0&N&The coming change is that the ____ is going to become a
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;lot more sophisticated, not with mobile phones but broadly speaking with the
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;Internet of Things. Examples are self-driving cars, drones, and robots.&edge&&03:39 The coming change is that the [edge] is going to become a<br>lot more sophisticated, not with mobile <br>;phones but broadly speaking with the<br>Internet of Things. Examples are self-driving cars, drones, and <br>;robots.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.008&esa&0&&A self-driving car it's effectively a data
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;center on wheels, a drone is a data
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;center with wings, and a _____ is a data
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;center with arms and legs. &robot&&04:02<br>A self-driving car it's effectively a data<br>center on wheels, a drone is a data<br>center with
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;wings, and a [robot] is a data<br>center with arms and legs. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.009&esa&0&&IoT
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;devices are collecting vast amounts of
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;information and that information needs
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;to be processed in ____ time.
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;&real&&04:24 IoT<br>devices are collecting vast amounts of<br>information and that information needs<br>to be
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;processed in [real] time.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.010&esa&0&&The latency of the network and the
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;amount of information means there isn't the time for that
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;information to go back to the central
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;cloud to get processed in the same way
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;that a Google search gets processed in
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;the cloud right now. This _____ is
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;going to obviate cloud computing as we
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;know it.&shift&&04:30 The latency of the network and the<br>amount of information means there isn't the time for
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;that<br>information to go back to the central<br>cloud to get processed in the same way<br>that a Google
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;search gets processed in<br>the cloud right now. This [shift] is<br>going to obviate cloud computing as
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;we<br>know it.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.011&esa&0&&A _______ board that's inside of
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;a luxury automobile. not a self-driving car, has about a
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;hundred CPUs in it today. A self-driving car in
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;the not-too-distant future may have a
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;hundred of these boards with maybe 200
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;computers on each board, so that the car becomes a data center. &circuit&&04:47<br>A [circuit] board that's inside of<br>a luxury automobile. not a self-driving car, has about
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;a<br>hundred CPUs in it today. A self-driving car in<br>the not-too-distant future may have a<br>hundred
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;of these boards with maybe 200<br>computers on each board, so that the car becomes a data center. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.012&esa&0&&Think about connecting thousands of cars
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;together creates this massive
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;___________ computing system at the edge
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;of the network.&distributed&&05:21 Think about connecting thousands of cars<br>together creates this massive<br>[distributed] computing
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;system at the edge<br>of the network.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.013&esa&0&N&We are entering the next
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;world of distributed computing just like
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;we saw in the past that's kind of
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;returned - it's literally Back to the
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;Future on where processing gets done
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;because of these very very sophisticated
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;endpoint _______.&devices&&05:31 We are entering the next<br>world of distributed computing just like<br>we saw in the past that's
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;<br>;kind of<br>returned - it's literally Back to the<br>Future on where processing gets done<br>because of
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;<br>;these very very sophisticated<br>endpoint [devices].&&&&undefined.0&&&&&1&&&N.
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cloud-L7.014&esa&0&&We're collecting real
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;world data about our environment, whether
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;that's vision, location, acceleration,
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;temperature, and gravity information
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;through sophisticated _______.&sensors&&06:00<br>We're collecting real<br>world data about our environment, whether<br>that's vision, location,
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;acceleration, <br>temperature, and gravity information<br>through sophisticated [sensors].&&&&undefined.0&&&&&1&&&N.
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cloud-L7.015&esa&0&&Up until now computing has fundamentally been humans typing
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;things in via a keyboard, or a computer generating information from a database
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;or generating log files, or whatever, but
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;this is the first time where we're starting
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;to collect the world's information and
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;that data is _______.&massive&& 06:22 <br> Up until now computing has fundamentally been humans typing<br>things in via a keyboard, or a
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;computer generating information from a database<br>or generating log files, or whatever, but<br>this is
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;the first time where we're starting<br>to collect the world's information and<br>that data is [massive].&&&&undefined.0&&&&&1&&&N.
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cloud-L7.016&esa&0&&Real world information coupled
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;with the idea that real-time data
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;processing will need to occur at the
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;edge where the information is being
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;_________.&collected&&06:41 Real world information coupled<br>with the idea that real-time data<br>processing will need to occur
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;at the<br>edge where the information is being<br>[collected].&&&&undefined.0&&&&&1&&&N.
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cloud-L7.017&esa&0&&Since collecting real
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;world information on a self-driving car
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;includes images, let's say as part of
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;an image there's a stop sign and a person in the cross walk. To send that image to be interpreted in the
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;cloud before deciding to stop, the car may have
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;blown through the stop sign and run over ten
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;people before the cloud came back with a ________.&response&&06:56 <br>Since collecting real<br>world information on a self-driving car<br>includes images, let's say
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;as part of<br>an image there's a stop sign and a person in the cross walk. To send that image to be
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;interpreted in the cloud before deciding to stop, the car may have<br>blown through the stop sign and run
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;over ten<br>people before the cloud came back with a [response].&&&&undefined.0&&&&&1&&&N.
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cloud-L7.018&esa&0&&The notion of
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;real-time becomes a very important
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;ingredient given the massive amounts of
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;real world [information].
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;
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;Looking at historical trends in
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;computing. in the 60s and 70s we started with mainframes as the beginning of
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;the modern computer era and that was a
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;centralized model. We then tried to move to a
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;client-server model in the 80s and 90s
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;and that was a distributed model mobile.
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;Cloud brought us back to a centralized
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;model and believe it or not we are
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;returning to an edge intelligence
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;___________ computing model.&distributed&&07:18<br>The notion of<br>real-time becomes a very important<br>ingredient given the massive amounts
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;of<br>real world [information]. <br><br>Looking at historical trends in<br>computing. in the 60s and
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;70s we started with mainframes as the beginning of<br>the modern computer era and that was
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;a<br>centralized model. We then tried to move to a<br>client-server model in the 80s and 90s<br>and that
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;was a distributed model mobile.<br>Cloud brought us back to a centralized<br>model and believe it or not
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;we are<br>returning to an edge intelligence<br>[distributed] computing model.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.019&esa&0&&The Internet
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;of Things actually drives us to an
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;entirely new dimension because computers
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;are no longer attached to humans.
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;Imagine a world where there will
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;be _________ of devices, then the challenges of
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;management, security, data, and all of the
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;issues of distributed computing are challenges we will face in the not-too-distant future.&trillions&&09:03<br>The Internet<br>of Things actually drives us to an<br>entirely new dimension because
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;computers<br>are no longer attached to humans. <br>Imagine a world where there will<br>be [trillions] of
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;devices, then the challenges of<br>management, security, data, and all of the<br>issues of distributed
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;computing are challenges we will face in the not-too-distant future.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.020&esa&0&&Machine
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;learning actually catalyzes the edge
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;adoption. There's massive amounts of
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;real-world information that requires a
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;machine learning approach to decipher
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;the nuances of the real world, so the
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;only way that we can look into an image
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;or look into the massive amounts of _____
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;is with machine learning.
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;&data&& 10:01 <br>Machine<br>learning actually catalyzes the edge<br>adoption. There's massive amounts
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;of<br>real-world information that requires a<br>machine learning approach to decipher<br>the nuances of the
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;real world, so the<br>only way that we can look into an image<br>or look into the massive amounts of [data]
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;<br>is with machine learning. <br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.021&esa&0&&Machine learning algorithms and the
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;___________ employing machine learning
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;will run at the end point.&applications&&10:20<br>Machine learning algorithms and the<br>[applications] employing machine learning<br>will run at
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;the end point.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.022&esa&0&&Prediction: In the future much of the processing in this new world will move out to the edge and that's
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;where most important decisions will be made.
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;The centralized cloud will become a place
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;where _______ occurs and where important
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;information gets stored.&learning&&10:41<br>Prediction: In the future much of the processing in this new world will move out to the edge and
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;that's where most important decisions will be made.<br>The centralized cloud will become a place<br>where
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;[learning] occurs and where important<br>information gets stored.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.023&esa&0&&At the edge there's three things that are happening -
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;sensing inference and ______
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;&action&&12:00<br> At the edge there's three things that are happening -<br>sensing inference and [action]<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.024&esa&0&&OODA (i.e. OODA loop) stands for Observe,
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;Orient, ______ ,and Act.&decide&& 12:25 <br> OODA (i.e. OODA loop) stands for Observe,<br>Orient, [decide] ,and Act.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.025&esa&0&&The idea of this OODA loop for jet fighter pilots was that it prioritized agility
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;over _____, and the same is true about this
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;new edge computing paradigm. &power&&12:59<br>The idea of this OODA loop for jet fighter pilots was that it prioritized agility<br>over [
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;power], and the same is true about this<br>new edge computing paradigm. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.026&esa&0&&Sense centers will
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;include cameras, depth sensors, radar
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;accelerometers, and will be __________
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;generating massive amounts of information.&everywhere&&14:25<br> Sense centers will<br>include cameras, depth sensors, radar<br>accelerometers, and will be
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;[everywhere]<br>generating massive amounts of information.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.027&esa&0&&A self-driving car generates about __ (numeric)
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;gigabytes of data per mile.
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;&10&&14:36<br>A self-driving car generates about [10] (numeric)<br>gigabytes of data per mile. <br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.028&esa&0&&A Lytro camera, which is a data
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;center in a camera, generates ___
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;gigabytes of data a second.&300&&14:50<br>A Lytro camera, which is a data<br>center in a camera, generates [300]<br>gigabytes of data a
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;second.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.029&esa&0&&It's not just complex devices like a car
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;or a camera, sensors will be in just
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;about everything. Some day _______ shoes will have sensors and that collect information processed by a
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;machine learning
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;algorithm with a very fast loop in it. It's going to
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;notify you to shorten your stride while going up a hill, or compare your performance day by day.
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;&running&&15:00<br>It's not just complex devices like a car<br>or a camera, sensors will be in just<br>about
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;everything. Some day [running] shoes will have sensors and that collect information processed by a machine
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;learning<br>algorithm with a very fast loop in it. It's going to<br>notify you to shorten your stride
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;while going up a hill, or compare your performance day by day.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.030&esa&0&&Typically when massive amounts of information based on the world around us is being collected
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;at intervals, it will be handled out at the edge because it is too much to be pushed back to the
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;centralized _____.
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;
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;&cloud&&16:10 <br>Typically when massive amounts of information based on the world around us is being
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;collected<br>at intervals, it will be handled out at the edge because it is too much to be pushed back to
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;the centralized [cloud].<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.031&esa&0&&Information from edge devices
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;will eventually be aggregated in the centralized cloud where
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;additional machine _______ can take place.
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;This learning is going to be propagated back
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;out to all the edge devices and that's
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;how things are going to get smarter.
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;&learning&&Information from edge devices<br>will eventually be aggregated in the centralized cloud where<br>additional
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;machine [learning] can take place. <br>This learning is going to be propagated back<br>out to all the edge
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;devices and that's<br>how things are going to get smarter. <br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.032&esa&0&&So cloud doesn't
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;completely go away and this
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;new model will really take cloud computing to a whole
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;new _____ .
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;&level&&18:58<br>So cloud doesn't<br>completely go away and this<br>new model will really take cloud computing to
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;a whole<br>new [level]<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.033&esa&0&&One prediction is that sensor data explosion will kill the
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;cloud as we know it by producing massive amounts of data that the existing
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;cloud _____________ will not be able to
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;handle.
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;&infrastructure&&19:20<br>One prediction is that sensor data explosion will kill the<br>cloud as we know it by producing
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;massive amounts of data that the existing<br>cloud [infrastructure] will not be able to<br>handle. <br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.034&esa&0&&As ______ proliferate they will produce huge volumes of geo-spatial data.
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;&sensors&&19:50 As [sensors] proliferate they will produce huge volumes of geo-spatial data.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.035&esa&0&&Existing cloud ___________ will not be able to handle data volume or rates.
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;&infrastructure&&19:50 Existing cloud [infrastructure] will not be able to handle data volume or rates.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.036&esa&0&N&Peer-to-peer networks are utilized to lessen ____ on core network and share data locally.
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;&load&&19:50 Peer-to-peer networks are utilized to lessen [load] on core network and share data locally.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.037&esa&0&N&The edge devices will use a ___________ computing model
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;to connect trillions of peer-to-peer devices, and thereby create new security challenges.
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;&distributed&&20:00 The edge devices will use a [distributed] computing model <br>to connect trillions of peer-to-peer
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;<br>;devices, and thereby create new security challenges.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.038&esa&0&N&Managing trillions of devices and processing _______________ information together without the knowledge of a
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;centralized information pool is going to be one of the opportunities or challenges of this next era of
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;computing. &information&&20:25 Managing trillions of devices and processing information together without the knowledge of a centralized
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;information pool is going to be one of the opportunities or challenges of this next era of computing. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.039&esa&0&N&Data-centric programming reacts more to the data itself, so the next generation of coders will be more
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;mathematicians and data analysts as opposed to traditional coders who know if-then-else logic. Humans
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;will label data and computers will _____ from labeled examples.&learn&&20:35 Data-centric programming reacts more to the data itself, so the next generation of coders will be
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;<br>more mathematicians and data analysts as opposed to traditional coders who know if-then-else logic.
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;<br>Humans will label data and computers will [learn] from labeled examples.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.040&esa&0&&As processing power of edge devices increases, look for _____ to decrease.
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;&price&&21:55 As processing power of edge devices increases, look for [price] to decrease.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.041&esa&0&N&Data-centric programming is reacts more to the data itself, so the next generation of coders will be more
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;mathematicians and data analysts as opposed to traditional coders who know if-then-else logic. Humans
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;will label data and computers will _____ from labeled examples.&learn&&20:35 Data-centric programming is reacts more to the data itself, so the next generation of coders will be
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;more mathematicians and data analysts as opposed to traditional coders who know if-then-else logic.
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;Humans will label data and computers will [learn] from labeled examples.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.042&esa&0&&As processing power of edge devices increases, look for ____ to decrease.&price&&20:55 As processing power of edge devices increases, look for [price] to decrease.&&&&undefined.0&&&&&1&&&N.
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cloud-L7.043&esa&0&&There's a transformation of the type of
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;_______ that we're going to be needing in
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;terms of managing this particular information. &talent&&21:00<br>There's a transformation of the type of<br>[talent] that we're going to be needing in<br>terms of
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;managing this particular information. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.044&esa&0&&The iPhone 7 has 3.3 billion transistors while transistors the original Pentium
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;processor in 1993 had 3.1 _______ transistors.
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;&million&&22:08<br>The iPhone 7 has 3.3 billion transistors while transistors the original Pentium<br>processor in
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;1993 had 3.1 [million] transistors.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.045&esa&0&&The first lidar detection system for a Google ___ was
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;$75,000, and in a few years dropped to below $500. &car&&23:03<br>The first lidar detection system for a Google [car] was<br>$75,000, and in a few years dropped to
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;below $500. &&&&undefined.0&&&&&1&&&N.
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cloud-L7.046&esa&0&&Lidar could drop to 50 Cent's in the not-too-distant
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;future, That's what happens - power goes up by several orders of magnitude
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;as price comes down, making it affordable to place _______ in everything. e.g. every shoe, eye-glasses,
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;etc.
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;&sensors&&23:23 Lidar could drop to 50 Cent's in the not-too-distant<br>future, That's what happens - power goes up
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;by several orders of magnitude<br>as price comes down, making it affordable to place [sensors] in
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;everything. e.g. every shoe, eye-glasses, etc.<br>&&&&undefined.0&&&&&1&&&N.
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cloud-L7.047&esa&0&&Moving from five billion devices to a trillion devices that need to be _______ and coordinated together,
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;represents the opportunity of a
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;lifetime for those who want to work in IT. &managed&&23:47<br>Moving from five billion devices to a trillion devices that need to be [managed] and coordinated
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;together, represents the opportunity of a<br>lifetime for those who want to work in IT. &&&&undefined.0&&&&&1&&&N.
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