Thứ Ba, 25 tháng 9, 2018

Waching daily Sep 25 2018

Despite its family

friendly time slot and its popularity with kids, adults and the like, The Simpsons is

definitely no stranger to controversy and some, at times, provocative content.

This has led to the show facing many restrictions in different parts of the world.

Today we'll be taking a look at this and some of the ways that The Simpsons has been censored

around the globe.

One big source of issues for the show is when the family visit other countries and get into

their usual hijinks.

To date, the family have visited dozens of regions around the world - including Australia,

the UK and Italy.

However, a few of these countries really didn't appreciate the way they were made to look

on the hit show.

For instance, season 16's episode Goo Goo Gai Pan has the family travel to China to

help Selma adopt a baby and is full of political-natured jokes.

This led to the episode being completely pulled in the country due to its critical depiction

of China.

The BBC writes: "[The episode] involves the family passing

through Tiananmen Square, where they see signs saying: "On this site, in 1989, nothing happened",

and later encounter a tank - both references to the 1989 Tiananmen massacre.

Homer also makes fun of Mao Zedong's embalmed body, which he likens to "a little angel who

killed 50 million people", and poses as a Buddha to enter an orphanage.

China's authorities were also unlikely to be amused at the show's portrayal of Tibet

Town, an area in Chinatown surrounded by barbed wire, or the fact that Lisa Simpson is also

known as a supporter of the Free Tibet movement."

In fact, in 2006 China banned all foreign cartoons from appearing on the mainland's

prime-time television - between 5pm and 8pm.

As reported by the South China Morning Post and others, this was speculated to be an attempt

to stop people from watching The Simpsons due to its coverage of controversial topics.

Moving things Eastward to Japan, where 2 episodes have been pulled in the country and the first

of these was, again, due to its controversial depiction of the country it aired in.

Season 10's Thirty Minutes Over Tokyo sees the family visit Tokyo and causing their usual

brand of chaos and mayhem, including Homer tossing the Emperor of Japan across the room

into a box full of sumo thongs.

Due to this, the episode has not only never been aired in Japan, but it's also completely

skipped in the DVD releases too.

Season 11's Little Big Mom has also been completely pulled in the country and this was due to

its depiction of leprosy, which can be a sensitive social issue in Japan.

In the episode, Lisa pulls a prank on Homer and Bart whilst they are asleep, painting

them with green paint and making them believe they have leprosy.

According to Shari Ross Altarac, who wrote her doctoral dissertation on "The Adaptation

of U.S. Television in Foreign Markets", the episode was pulled due to:

"Former segregation laws [remaining] a sensitive topic in Japan, where litigation of leprosy

cases and charges of human rights abuses by the Japanese government have ensued."

Like Thirty Minutes Over Tokyo, you will also not be able to find this episode on the Japanese

DVD releases either.

The Simpsons family have also visited Brazil, with season 13's Blame It On Lisa revolving

around Lisa sponsoring a poor Brazilian child and the family going to Rio de Janeiro to

track him down.

In the episode Bart is swallowed by a boa constrictor, the city's police are depicted

as lazy, Brazilian men as bisexual and rats and ferocious monkeys roam the streets.

Homer then gets kidnapped by an unlicensed taxi driver before he and Bart are robbed

by children.

The Rio de Janeiro tourist board did not appreciate the way the city was made to look and planned

on suing the show.

They stated that they had recently spent 18 million dollars to try and attract tourist

and now all of that was ruined.

Even Brazil's president stepped in, saying that the episode "brought a distorted vision

of Brazilian reality".

Despite the show's creator's making a public apology, the episode would be banned from

airing after only being shown a couple of times and it would take until 2012 for it

to ever air again.

It's not just the family visiting other countries that can lead to problems though.

In 2017, the episode Looking for Mr. Goodbart from season 28 was pulled in Russia and this

was due to a controversial segment involving "Peekimon Get".

"Peekimon Get" is the Simpsons universe's spoof on Pokémon Go, and the episode sees

Homer wondering into a church to catch peekimon on the mobile app.

This would end up mirroring real life events a bit too closely in Russia though, with a

Russian vlogger recently being arrested for doing the same thing.

The vlogger would eventually be found guilty of 'inciting religious hatred' and handed

a three-and-a-half year suspended sentence.

Due to the similarities to these real life events, the Russian Orthodox Church complained

and got the episode banned in the country.

Another cause for trouble in some countries is due to the timeslot that the show airs.

Some episodes, such as the show's popular Treehouse of Horror episodes, can be pretty

gruesome at times and this can lead to issues with earlier timeslots.

In 2017, Treehouse of Horror XXVII wasn't aired in New Zealand despite it being the

show's milestone 600th episode.

This is something that went on to make headlines in the country and it was said to be due to

the show being aired at 7PM, a time that was felt to be too earlier for episode's cartoon

violence.

Despite numerous regions having to have cuts to some episodes due to its early timeslot,

one of the strictest for these types of edits is the UK, which has censored or even completely

pulled dozens of episodes over the years.

These edits are so frequent in fact, that sites like TV Tropes has a whole section devoted

to just the UK edits - something that no other region has.

The UK also got a special VHS and DVD release called Too Hot For TV - containing uncut episodes

of "Treehouse of Horror IX", "Natural Born Kissers", "Grampa vs. Sexual Inadequacy" and

"The Cartridge Family".

All of these episodes suffered censorship issues in the UK, due to either their sexual

or violent nature.

The Cartridge Family, for instance, is an episode based around Homer buying a gun following

a wild soccer riot tearing up Springfield.

The UK TV networks had major issues with the way guns were used in a comical and positive

light, as well as the soccer riot at the start.

Scared of people being encouraged by the show, the episode was pulled from UK TV for many

years.

Later, the episode would finally air in the UK but with the ending changed.

As The Simpsons Wikia explains: "The end scene of Marge trying to throw out

the gun, but stopping when she realized it makes her look cool was edited, making it

seem that Marge got rid of the gun offscreen, yet the edit ruins the explanation of why

she was walking like a femme fatale when she exited the motel."

By far, the region to get the biggest changes to the show though is the Middle East.

Here's a news clip from abc News, which talks about the Arabic version of

The Simpsons.

This

version of The Simpsons launched in 2005 and, despite the large amount of effort that was

poured into it and even getting some of the biggest Middle Eastern movie stars to voice

characters, Al-Shamshoon performed extremely poorly.

This led to the show being cancelled after only 34 episodes.

That doesn't mean you can't still watch The Simpsons in the Middle East though.

In this region exists a subtitled version, albeit with some slight edits.

But, that's all we have time for today but please let us know in the comments below if

you'd like to see more videos on The Simpsons!

Perhaps next time we can take a closer look at the Arabic version of the show or maybe

even taking a look at some of the ways The Simpsons has had to be toned down in its home

country of the United States.

If videos like this on regional and cultural differences are something that you are interested

in, please consider subscribing to the channel, and, until next time, thank you for watching!

For more infomation >> How The Simpsons Is Censored In Different Countries - Duration: 10:03.

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Adorable Cottage with The Outside Is Made From Shipping Containers In Texas - Duration: 1:49.

Adorable Cottage with The Outside Is Made From Shipping Containers In Texas

For more infomation >> Adorable Cottage with The Outside Is Made From Shipping Containers In Texas - Duration: 1:49.

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Mandy Moore Rates 'This Is Us' Season 3 – Based On Tissues Needed | TODAY - Duration: 5:00.

For more infomation >> Mandy Moore Rates 'This Is Us' Season 3 – Based On Tissues Needed | TODAY - Duration: 5:00.

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This. Is not. A demo. - Duration: 1:57.

- All of your data will produce better results.

This is not a demo.

If you're expecting the usual, this isn't for you.

It can't be a demo because this is Watson Assistant for Marketing

the AI-powered advisor in a lot

of Watson Marketing products.

It gets you data and insights faster

giving you more time to deliver

mind-blowing customer experiences.

This is a powerhouse.

It helps you pull campaign reports, evaluate metrics,

get support to make smarter marketing decisions,

(cheering)

and it makes you look like a superstar.

This is fast.

Blink-or-you-might-miss-it fast.

Did you blink?

Because Watson just compared

this quarter's campaign to last quarter's, in seconds.

This is smart.

It's not a chatbot, it's a conversation.

- What's up?

- Hi, Michael, here's your dashboard.

That happens wherever you are.

This is more than a dashboard,

it's a command center that learns

with every question you ask.

Automatically serving up the info

you're usually looking for.

Like comparing your performance to industry data,

identifying relationships within the data,

and even predicting performance.

- Show me industry benchmarks.

- I have found the following benchmarks.

Boom, you just accessed benchmarks

for 20 industries and nine geos.

And it pumps out metrics faster

than Bobby the Science Fair King.

The click-to-open rate of mailing Ski Season Opening is 47.6.

This is a navigator.

- How do I create a mailing template?

- Check out these results.

That guide you through the application you're working in.

See, this is not a demo

because this is not your regular marketing tool.

It's the one that changes the way you do marketing.

(drumming) This is Watson Assistant for Marketing.

For more infomation >> This. Is not. A demo. - Duration: 1:57.

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Allison White // Episode 2 // She is the Universe - Duration: 4:36.

I am Allison White

I am Brave

And I am the Universe

26 countries

85 cities

65 thousand miles

over 9 months

It was a once in a lifetime trip

ever since then I just have had the travel bug

My passion

I want to be a photographer

that travels with a band, or a musician

and tours with them around the world

It just would be amazing

I found a band

Why Don't We (WDW)

And I got to go in and talk to them before a concert

Corbyn Besson (WDW): So you are turning 16

only thing I gotta tell you

is if you have dreams chase them

don't let anybody stop you

You still have your whole life ahead of you so

it's just the start

He took the phone, and walked away

and if things are not going quite the way you want them to

they will get better

I swear, ok. I love you

All the people that

I have around me

support me so much

My mom is my

biggest advocate

throughout my life

She was the person that

stayed in the hospital with me

for most of the time

when I was in the hospital

Laura: What are your fears? What are you afraid of?

People not understanding me

I am just like you

or anyone else

Just because I have a speech imp...

impediment? I don't know what to call it

It doesn't mean that I am any different

I think

every girl should know that

whatever you are going through

it will get better

You have so much life ahead of you

Talk to your friends and family

and whoever you trust

to get you through this time

Because you can get through it

I am Allison White

I am Brave

And I am the universe

For more infomation >> Allison White // Episode 2 // She is the Universe - Duration: 4:36.

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Consumer expert shares why now is the perfect time to book holiday travel - Duration: 3:46.

For more infomation >> Consumer expert shares why now is the perfect time to book holiday travel - Duration: 3:46.

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Jameis Winston Suspension: Why Is Bucs QB Suspended? | Heavy.com - Duration: 11:02.

Jameis Winston Suspension: Why Is Bucs QB Suspended? | Heavy.com

Jameis Winston received a three-game suspension from the NFL for a March 2016 incident with an Uber driver in Scottsdale, Arizona.

The Uber driver, who has only been identified publicly by her first name Kate, alleged Winston grabbed her crotch while he was a passenger in an Uber ride.

BuzzFeed News originally detailed the incident that was, at the time, being investigated by the NFL.

Kate, a female Uber driver, was hailed to the lively party scene of downtown Scottsdale, Arizona to pick up a passenger around 2 a.m.

on Sunday, March 13, 2016.

There, Kate told BuzzFeed News that a small group of men excitedly told her that she would be chauffeuring someone famous that night — Jameis Winston, 2013 Heisman Trophy winner and now quarterback for the Tampa Bay Buccaneers.

The men placed Winston in the front passenger seat — Kate said he was the only passenger.

"I started driving, and right away, Jameis behaved poorly" by shouting, in part, homophobic slurs at pedestrians, said Kate, who did not want to be identified by her full name for fear of negative attention and potential backlash from football fans.

He then asked to stop for food.

Waiting in line at the drive-thru of Los Betos Mexican Food, "he reached over and he just grabbed my crotch," Kate said, alleging that Winston held his hand there for three to five seconds and removed it only after she looked up in shock and said, "What's up with that?" "I wasn't just creeped out," said Kate, who had been driving with Uber for more than two years at that point.

(She no longer drives for the service.) "I was frozen." She described Winston as "very physically imposing.".

The NFL Concluded Winston Touched the Driver in an "Inappropriate & Sexual Manner".

Without going into specific details, the NFL announced that their investigation concluded Winston touched Kate in an "inappropriate and sexual manner.

" Here is a look at the suspension announcement released by the league, per NFL.

com.

The NFL "concluded that Winston violated the personal conduct policy by touching the driver in an inappropriate and sexual manner without her consent and that disciplinary action was necessary and appropriate." As part of of his discipline, Winston is required to obtain a clinical evaluation and fully cooperate in any recommended program of therapeutic intervention.

"A failure either to obtain the evaluation or to cooperate with treatment will result in further discipline," the league said in a statement.

"In addition, a future violation of the personal conduct policy will result in more substantial discipline, including a potential ban from the NFL.".

Winston Issued an Apology After Previously Denying the Incident.

When news broke about the alleged incident, Winston denied it took place.

Once the NFL levied the suspension, Winston issued an apology through NFL Network's Ian Rapoport where he also noted he would be giving up alcohol.

The NFL informed me today that I will be suspended for the first three games of the season.

I'm sorry to the Uber driver for the position I put you in.

It is uncharacteristic of me and I genuinely apologize.

In the past 2 1/2 years my life has been filled with experiences, opportunities and events that have helped me grow, mature and learn, including the fact that I have eliminated alcohol from my life.

In his original statement on the incident, Winston denied the event took place and implied it could have been someone else in the Uber ride.

Here is Winston's original statement released denying the claims (via BuzzFeed).

A news organization has published a story about me regarding an alleged incident involving a female Uber driver from approximately two years ago.

The story falsely accuses me of making inappropriate contact with this driver.

I believe the driver was confused as to the number of passengers in the car and who was sitting next to her.

The accusation is false, and given the nature of the allegation and increased awareness and consideration of these types of matters, I am addressing this false report immediately.

At the time of the alleged incident, I denied the allegations to Uber, yet they still decided to suspend my account.

Winston's representative, Russ Spielman, claimed the Bucs quarterback was being "dragged into this" in a statement he released to BuzzFeed during the NFL investigation.

"We categorically deny this allegation.

It is our understanding the uber driver was unable to identify the specific individual who allegedly touched this driver inappropriately.

The only reason his name is being dragged in to this is that his uber account was used to call the ride.".

Kate, the Uber Driver, Accepted the Apology, While TMZ Reported Winston Is Still Telling People Privately He Did Not Grope Her.

Kate publicly accepted Winston's apology, while also noting it "needs some work.

" Kate issued the following statement to NFL.

com.

I am glad to see the NFL discipline Jameis Winston.

I do appreciate his apology, even if it needs some work.

I would like to publicly acknowledge the NFL investigators, particularly Lisa Friel and John Iannerelli, for their kind, professional and thorough investigation.

My experience should highlight the importance of believing women when they have the courage to come forward about sexual assault.

Perhaps that night could have been prevented if others had been believed before me.

Mr Winston once said, "Girls should be silent, polite and gentle." I disagree.

#MeToo.

As for Winston, TMZ reported on June 28 that Winston is still privately telling friends he did not grope Kate.

"Important to note — Winston never denies the allegations in his statement but we've learned he's privately telling friends he did NOT grope the woman," TMZ reported.

Winston was also involved in a sexual assault investigation during his time at Florida State, but the charges were eventually dropped.

Winston will return to the Buccaneers in Week 4, and is expected to begin his season as the backup to Ryan Fitzpatrick.

Kate Is Now Suing Winston for "Punitive Damage".

While Kate accepted Winston's apology, the USA Today reported the Uber driver filed a lawsuit against Winston in federal court on September 18th.

USA Today described the details of the lawsuit.

According to the lawsuit filed in U.S.

District Court in Arizona, lawyers for the driver said that Winston – who sat in the passenger seat – "placed his fingers between her legs and pressed them firmly against her vagina over her yoga pants" as the two sat in the drive-through of a fast food restaurant in the early morning hours of March 13, 2016… The driver, identified as Kate P.

in the lawsuit, seeks punitive damages for the alleged sexual assault and a trial to determine "past, present and future emotional pain and suffering, and past and future economic losses in amounts to be determined by the jury." Winston is the only listed defendant in the eight-page lawsuit obtained by USA TODAY Sports.

USA Today reported Uber conducted their own private investigation and banned Winston from using the ride-sharing service for life.

For more infomation >> Jameis Winston Suspension: Why Is Bucs QB Suspended? | Heavy.com - Duration: 11:02.

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What Is The Best Slingshot Ammo and Size? - Duration: 7:52.

happy Tuesday last week many subscribers asked what is the best ammo for my

slingshot so today we're on our way to field test of two of different types of

ammo and determine what is the perfect ammo to use

last week we saw how to use our slingshot but we didn't talk about what

type of ammo to use there are basically two types of ammo steel and glass there

is another category but we'll call that the environmentally friendly ammo and

we'll leave that for another time in another video many claim that glass

marbles are the best and most inexpensive type of ammo to use ranging

from flunking to hunting and competition while the others claim that steel ball

bearings do the same job and are equally impressive there are pros and cons to

both so today with the help of my lovely wife Miss April we will shoot the stuff

out hi babe are you excited for today's video oh yeah absolutely excited so what

do you think the outcomes gonna be do you think the marvel is gonna be the

cat's meow or will ball bearings prove to be the king of ammo we will set up

targets at 30 feet down range as this seems to be the average agreed-upon

distance for both glass and steel for both plunking hunting and competition

the targets are standard targets aluminum cans water bottles and

ping-pong balls will hit the target three times and examine the impact there

are other considerations that is said to be factors so we will include them as

well the length of the draw how far you can pull it back the type of bands used

flat or tubes over the top or through the fork over the top is said to cause

the ammeter curved wall through the fork says it doesn't oh and there is some

science to all this such as wait trajectories speed and mass of the ammo

but that's all really boring stuff so let's put all that into the description

below so if you want to look at it you can I'm not discounting that those

variables come into play but if they do this a very small amount I believe that

this is a grey line between preference and fact now let's get started

all right so looking at this we've got three hits 30 feet away that's what the

half inch

oh my arm God look at this I got a hand slap Oh

with the ball

looks pretty cool and everything the dinky little thing did handy to use but

owl I got smacked with the band here on my

hand and here on my neck don't shoot for scrap

on the regular sling

all right okay with the marble I had more accuracy and say the three one here

here and here and actually penetrated better than

the half-inch Daisy

well there you have it it appears that the only real difference is the size of

the ammo smaller animal pissed and not hit as hard and the larger animal kills

at every time the paintballs are the funnest to use and you can see the

impact right away let us know in the comments below what was your thoughts on

the ammo and what was your favorite part of this video please like and share this

video with a friend and also subscribe to this channel since you're already

there go ahead and click that Bell icon so that you get notified of any updates

and if you have any video suggestions leave them in the comments below

I'm Berlin Bert I'll see you next time

you

For more infomation >> What Is The Best Slingshot Ammo and Size? - Duration: 7:52.

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What Eating Chia Seeds Is Good For? 5 Chia Seeds Benefits - Duration: 3:02.

Anyone who sees a handful of chia seeds might not imagine that they were once used as currency.

For centuries they were fundamental for the survival of civilizations like the Aztecs

and Mayans.

They even used them to pay their taxes.

Nowadays we know that these small, dark, white, or gray seeds are a super food.

They're a great source of protein and contain all of the essential amino acids, proteins,

vitamins and minerals, as well as all soluble and insoluble fiber.

If you still haven't gotten into the habit of eating chia seeds, we're going to give

you five reasons that might change your mind:

They're a natural source of antioxidants Have you ever heard of free radicals?

They're unstable molecules released by our body that can be toxic in large quantities.

Antioxidants are responsible for fighting the free radicals that cause heart diseases,

several different types of cancer, and early aging.

Chia, since it's rich in natural antioxidants, actually neutralizes these molecules, helping

to keep our heart, skin, hair, and nails healthy.

They help you lose weight Chia seeds have become very popular throughout

the last couple of years due to their use in diets.

It actually works too, because the seeds can help you feel full for longer since they swell

up as soon as they touch water, filling up your stomach.

Furthermore, certain studies have shown that eating chia regularly can help fight love

handles and muffin tops.

They help control diabetes Chia seeds are great for anyone to suffers

from diabetes or anyone who wants to prevent this disease.

When they're consumed together with carbohydrates, they slow down the rate at which the carbohydrates

are absorbed.

This helps the sugar in our blood to be released slower so our pancreas can produce enough

insulin.

They help our teeth and bones Most people who eat chia regularly believe

that it can help you be more stronger and more resistant.

And although this is true, it's really more for our bones and teeth.

This is because chia seeds have such high amounts of calcium, magnesium, iron and zinc,

minerals that are very important for the health of our bones and teeth.

They are great for our heart Chia seeds are rich in fatty acids like omega-3,

making them great for our heart.

These fatty acids protect us against abnormal heart rhythms, reduce our blood pressure and

heart rate, and improve our vein health.

They can also decrease our triglycerides which are also harmful to our heart.

Since our body can't produce its own omega-3, it's easy to see how important chia seeds

can be for health.

What about you?

Do you eat chia regularly?

For more infomation >> What Eating Chia Seeds Is Good For? 5 Chia Seeds Benefits - Duration: 3:02.

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What is a convolutional neural network (CNN)? - Duration: 6:02.

(light music)

Narrator: What is a convolutional neural network?

Let's start with the basics.

A convolutional neural network is a type of neural network

that is most often applied to image processing problems.

You've probably seen them in action

anywhere a computer is identifying objects in an image,

but you can also use convolutional neural networks

in natural language processing projects too.

The fact that they are useful for these fast-growing areas

is one of the main reasons they're so important

in deep learning and artificial intelligence today.

Once you understand how a convolutional neural network works

and what makes it unique from other neural networks,

you can see why they're so effective

for processing and classifying images.

But let's first take a regular neural network.

A regular neural network has an input layer,

hidden layers, and an output layer.

The input layer accepts inputs in different forms

while the hidden layers perform calculations

on these inputs.

The output layer then delivers the outcome

of the calculations and extractions.

Each of these layers contain neurons

that are connected to neurons in the previous layer

and each neuron has its own weight.

This means you aren't making any assumptions

about the data being fed into the network.

Great usually but not if you're working with images

or a language.

Convolutional neural networks work differently

as they treat data as spatial.

Instead of neurons being connected to every neuron

in the previous layer, they are instead only connected

to neurons close to it and all have the same weight.

The simplification in the connections

means the network upholds

the spatial aspect of the data set.

It means your network doesn't think an eye

is all over the image.

The word convolutional refers to the filtering process

that happens in this type of network.

Think of it this way, an image is complex.

A convolutional neural network simplifies it,

so it can be better processed and understood.

Let's look now at what's inside

a convolutional neural network.

Like a normal neural network,

a convolutional neural network

is made up of multiple layers.

There are a couple of layers that make it unique,

the convolutional layer and the pooling layer.

However, like other neural networks,

it will also have a ReLU or a rectified linear unit layer

and a fully connected layer.

The ReLU layer acts as an activation function,

ensuring non-linearity as the data moves through each layer

in the network.

Without it, the data being fed into each layer

would lose the dimensionality that we want to maintain.

The fully connected layer meanwhile

allows you to perform classification on your data set.

The convolutional layer is the most important,

so let's start there.

It works by placing a filter over an array of image pixels.

This then creates what's called a convolved feature map.

It's a bit like looking at an image through a window,

which allows you to see specific features

you might not otherwise be able to see.

Next, we have the pooling layer.

This downsamples or reduces the sample size

of a particular feature map.

This also makes processing much faster

as it reduces the number of parameters

the network needs to process.

The output of this is a pooled feature map.

There are two ways of doing this:

max pooling, which takes the maximum input

of a particular convolved feature,

or average pooling, which simply takes the average.

These steps amount to feature extraction

whereby the network builds up a picture of the image data

according to its own mathematical rules.

If you want to perform classification,

you'll need to move into the fully connected layer.

To do this, you'll need to flatten things out.

Remember, a neural network with a more complex set

of connections can only process linear data.

There are a number of ways you can train

a convolutional neural network.

If you're working with unlabeled data,

you can use unsupervised learning methods.

One of the best popular ways of doing this

is using autoencoders.

This allows you to squeeze data

in a space with low dimensions,

performing calculations in the first part

of the convolutional neural network.

Once this is done, you'll then need to reconstruct

with additional layers that upsample the data you have.

Another option is to use

generative adversarial networks or GANs.

With a GAN, you train two networks.

The first gives you artificial data samples

that should resemble data in the training set

while the second is a discriminative network.

It should distinguish

between the artificial and the true model.

A lot of people seem to be asking what the difference is

between a convolutional neural network

and a recurrent network.

It's actually quite simple.

Whereas a convolutional neural network

is a feedforward network that filters spatial data,

a recurrent neural network, as the name implies,

feeds data back into itself.

From this perspective, recurrent neural networks

are better suited to sequential data.

Think of it like this, a convolutional network

is able to perceive patterns across space,

a recurrent neural network can see them over time.

If you want to get started

with convolutional neural networks,

Python and TensorFlow are great tools to begin with.

It's worth exploring MNIST data set too.

This is a database of handwritten digits

that you can use to get started

with building your first convolutional neural network.

If you want to learn more

about convolutional neural networks, deep learning, and AI,

visit Packt today.

For more infomation >> What is a convolutional neural network (CNN)? - Duration: 6:02.

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Election Day is November 6. Are you registered to vote? - Duration: 1:47.

On November 6 this year, after I finish brushing my teeth, the next thing I'm

going to do is go out to vote. And I urge and challenge all of you to do the same.

People come to Heller as students, as faculty, as researchers and staff,

because they care about making change and positive change in the world. One of

the fundamental ways that we make change in a democracy is voting. Sadly in

midterm elections only about 40% of people who are eligible to vote actually

do so, and the numbers are even more stark if we break it by age group. That's

why we're urging you to get out to vote in the upcoming midterm elections,

regardless of your political affiliations or views of the issues.

Nothing could be more important at this moment in time than voting. Now, voting

requires you to first be registered, and registering to vote can be a complicated

process when many people, particularly among students, are living far from home.

There is a new website that's been created called TurboVote that was put

together by a nonprofit group of people to facilitate finding out how to

register to vote, and making sure people exercise their franchise. We encourage

you to do that, and exercise this absolutely important role in a democracy.

You know, Louis Brandeis famously said the most important role in government is

that of private citizen. Thanks.

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