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Introduction towards AI.
And after which we will dive
right into a number of the foremost fascinating trends that
are developing within the domain
today.
Now once you take a glance at understanding what AI is i can promise you one thing you have got already used many applications of computer science, uh, you recognize around you wherever you are taking a glance at there's
an application which in either a tiny
low scale or an outsized
scale makes use of AI give some thought
to uh, tesla self-driving cars consider Siri, alexa even gmail of how your emails get filtered for spam and inbox and also the products you get
recommended on amazon, you recognize
augmented reality games like
pokemon go and perhaps you obtain a fresh bmw or a mercedes benz.
Well, there are robots which are wont
to build those cars.
Right?
And after all, we all know netflix amazon prime and every
one of those other, uh,
visual platforms further.
Even they use recommendation systems to an
honest extent and coming to a
very important part about safety and security.
I think fraud detection that's utilized by these banks are another
fantastic feature fantastic application of AI right.
So not only this even within the
production of vaccine for a pestilence
like covered 19 computing has been key in today's world.
So basically bushed all AI may be a domain where we last
to create machines a bit more intelligent and to interrupt it towards, uh, the
direction of human intelligence.
Of course, we are very far without delay, uh from making a
machine completely awake to what is going on on, you recognize giving it emotions or
whatever it's, but we are
definitely very close and therefore the
amount of convenience that's
added to us and by this domain is
completely fantastic.
Now after you understood what AI
is you actually need to know that since this is often a site that's
trending which has applications and
every one of the opposite
domains out there.
There is a creation of trends every now then
and riding out these trends understanding them using them.
And after all learning about
them definitely is hugely beneficial for you as a learner and after all as an enthusiast in computing moreover.
So what are a number of these
latest trends i feel the primary important trend that we actually must speak about is that the uh, integration between AI and every one the cloud computing, uh technologies that we have already got, uh cloud computing could be a really fascinating domain
on its own.
It's really huge which handles tons and heaps
of data, uh, you recognize
daily right just thousands of companies and this is often a billion dollar 300 billion dollar worth industry.
So bringing computer science
together is ensuring that we've got
better ways of how not only we will
monitor all this data movement.
But also manage all the resources that are present within the cloud this ensures that at the tip of the day your costs go down, uh, your efficiency growth
goes up.
And in fact you catering to a
wider audience is best at a less expensive price, right?
So expect to the present trend where you recognize, cloud computing
technologies implement lots of AI related products and produce
to their platforms also thereupon.
I think the second trend we actually
should discuss is how computing is gearing up to research large amounts of data.
We have something called as AI ops or AI operations.
Now, this can be often used quite like an inspiration of Devops as you'll already know, right but instead of bringing together development and operations together
here.
We try to assemble data and we're trying to
assemble engineering science to work out how we are able to analyze unstructured data.
Now if you're wondering what unstructured data is that if you're taking a look at images videos music or anything that's not in a very very tab a tabular form
basically, uh, you know, a small amount
like an excel workbook that's considered as an unstructured data handling that
and teaching an AI entity is incredibly difficult.
But with these trends being said, we've an
oversized huge uptrend of how easily we are going to last to possess our AI models handle an outsized
amount of knowledge.
So this may be a trend I'm
definitely, uh, looking forward to within the year 2021 now talking about the
third trend directly.
This is an unbelievable thing
which I'm absolutely, uh in awe of because after you're taking a look
at how we are trying to use AI,
hey, google.
Hey Siri, and uh, you know, after all
my phone just woke since i said.
This could be literally the quantity of convenience that
computing has added to our world.
We have state of the art chatbots today and tongue applications, which makes
sure that at the tip of the day if you're using and reproof a chatbot, there is a decent chance, you'd possibly not even know that
you're rebuke a chatbot but rather a
person's in their space right google has done fantastic projects during
this where they have a bot which could call a resident and book a
table for you by actually reproof a
personal on the other end
where he doesn't know he or she doesn't know that the person is lecture an ai
bot how fantastic is that?
So conversational AI is again an
outsized ocean on its own which has end number of applications today.
So I'm definitely looking forward, uh to the trends here furthermore.
So after this I'm sure you're very interested
by understanding how the world
of information technology is
being benefited by AI right?
Well, the new trends are being set in an exceedingly way where we've automatic
detection.
And in fact, even corrections of
certain malfunctions or things which
can fail within the processing of servers and so the handling of
these servers moving of
information backing it up and
lots of other things additionally.
So what does this correlate to at the tip of the story at the tip of it?
Basically, we try to reduce the downtime and we're trying to create sure that our information
technology sector for any variety of
company out.
There is robust and of course it
can get robust with the power of AI likewise.
So this can be often definitely an unbelievable trend which is again important and not only needed by
individuals.
But finally all the companies across the globe so since all the companies across the globe are definitely invested into
trying to find more about this
it should come as little question to you that this could be a trend which is again having an outsized upswing within the year
2021 perfect.
Now i feel it's very important to talk about the next trend because here we're bringing across, uh, two domains
which are extremely different from each
other right healthcare and AI.
But after you are taking a look at it immediately during this moment healthcare and computing haven't been as close as enough
because pondering drug research wondering how you will be ready to
provide a vaccine to something like covered 19 pondering genome synthesis puzzling over how better you'll
understand and forestall diseases like cancer then way more AI is literally a
extremely strong pillar within the
planet of healthcare today helping doctors helping scientists helping
researchers confirm that we have a stronger understanding of
uh, you know, all of these
diseases we have got around us and therefore the way best we are able to fight against that right.
So we have the foremost powerful
computers within the globe
already engaged on this and this
has also set an outsized upswing
by uh, you know, all of these
healthcare companies and of course
all the AI companies who are investing towards healthcare still.
So this will be a tremendous trend.
This is uh, you know, this is often
often probably the foremost important trend in my opinion considering the current pandemic situation around
us.
Well taking a look at the following trend i feel software
breaches.
I think data security authentication are variety of the foremost important things whenever the talk is
about privacy and data handling especially if your fight is against knowledge
breaches.
If your fight is against uh, you
know, being a product of uh, unauthorized access hacking and every one of that you simply definitely must understand that AI today is ever
more powerful than before in an
exceedingly way where it's
helping us, uh, you know, deter any style
of phishing attacks any form of
hacking attacks any style of uh,
you know, whenever you are taking
a glance at cyber security there's plenty of how of
how you'll prevent, uh, you
know, all of those unauthorized
access, but with the facility of AI there's a reassurance that you simply know, whether or not your primary uh
gatekeepers fail, there's a man-made intelligence entity or a
model there ensuring that any type of
these attacks are you recognize
held at the gate and of the firewalls and not let uh into the corporate or the company's network
itself.
So this is often definitely
another trend that not only individuals but companies across the world are invested in too the following trend we definitely need to discuss is reinforcement learning reinforcement learning has been
on the increase within the domains of machine learning
and computer science today.
Whenever you're taking a glance at how robots are programmed to figure write everything from
building your cars all the thanks to
creating business strategies to inform
the corporate.
Hey, this is often where you went
wrong within the past.
This is how we are able to
predict the longer term, you recognize till the way we will have autonomous flying
air crafts today.
It has already existed within the
whenever you are taking a glance at military applications
whenever you are taking a glance at uh, you recognize emergencies where maybe
uh, you know, something happens to all
or any the pilots on board, right?
So there again, in fact that's a situation which has low
probability but not zero, uh puzzling
over this wide area of things reinforcement learning is literally
everywhere and it's not just
present as an idea there but it's present as a stronghold it's present as a foundation upon
which all of those applications
are built.
Everyone across the planet is certainly trying to find better applications on how best uh, you know,
reinforcement learning is put to
use in not scarcely these cases
that i just spoke about but also recommendation systems safety cyber security
manufacturing robots within the industry automation industry, uh
usages and plenty more still.
So again, this is often a trend
which i definitely forestall to the following important trend we actually should speak about
is digital marketing digital marketing talks about how best you'll be able to market a product.
There is a code that says best
marketing is one that doesn't desire marketing with the ability of AI.
You can understand the trends and preferences of an individual customize advertisements to a degree where it looks like the advertisement was
returned only for the person
right that ensures there's better conversion rates that ensures that the person
actually buys into the merchandise
or the service that the ad is out for
thus this at the top of
the day, while seems very small it's having an enormous huge impact in generating revenues within the billions of dollars in
today's world.
So digital marketing and computing
and therefore the coalition of those two domains are something you certainly should anticipate to during this particular year.
Then when we're talking about the
following trend i believe
it's really really important
everywhere across the world that
we've got ways of how best we are able to persist to help
traffic have recommendations supported
the identical.
Right?
So today's AI powered entities and today's AI powered technologies are ensuring
that you just can find all the
traffic information that's ever
required right the dashboard of
your car be it re-routing in terms of traffic be it rerouting in terms of emergencies
being uh, uh in a very situation
where emergency vehicles need to
pass and after all not only uh,
just within the level of cars,
but even uh, having the identical
thing up within the air moreover in terms of helicopters in
terms of traffic control and every one of that likewise computer science during
this domain of traffic assessment and recommendation is growing intent on be a awfully very trending domain and if you have got to and if you had an opportunity to seem
at the trends in 2020, this was one of
the highest trends which was
consistently showing growth and across 2021 also.
It is believed to try and do the identical and in fact we will already uh, see the trends within the field of aviation and within the field of automobiles furthermore, right guys, uh, next we are visiting discuss
the last important trend in computing.
I think it's sentiment analysis
sentiment analysis ensures that you
just know, you'll be able to
have a man-made intelligence
entity there governing of how best you'll
be able to understand the intentions of your customers.
If you understand your customers intentions and requirements better, it means you'll provide a more
robust product out there and you'll
after all, uh, you know, remodel
your existing product supported feedback.
So this sort of a feedback
based, uh product and repair
offering ensures that the corporate
can grow out, uh to be really big yet.
So sentiment analysis has always been huge within the last five ten years.
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