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What is Artificial Intelligence (or Machine Learning)?

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What is AI? What is machine learning and how does it work? You’ve probably heard the buzz. The age of artificial intelligence has arrived. But that doesn’t mean it's easy to wrap your mind around. For the full story on the rise of artificial intelligence, check out The Robot Revolution: hubs.ly/H0630650
Let’s break down the basics of artificial intelligence, bots, and machine learning. Besides, there's nothing that will impact marketing more in the next five to ten years than artificial intelligence. Learn what the coming revolution means for your day-to-day work, your business, and ultimately, your customers.
Every day, a large portion of the population is at the mercy of a rising technology, yet few actually understand what it is.
Artificial intelligence. You know, HAL 9000 and Marvin the Paranoid Android?
Thanks to books and movies, each generation has formed its own fantasy of a world ruled -- or at least served -- by robots. We’ve been conditioned to expect flying cars that steer clear of traffic and robotic maids whipping up our weekday dinner.
But if the age of AI is here, why don’t our lives look more like the Jetsons?
Well, for starters, that’s a cartoon. And really, if you’ve ever browsed Netflix movie suggestions or told Alexa to order a pizza, you’re probably interacting with artificial intelligence more than you realize.
And that’s kind of the point. AI is designed so you don’t realize there’s a computer calling the shots. But that also makes understanding what AI is -- and what it’s not -- a little complicated.
In basic terms, AI is a broad area of computer science that makes machines seem like they have human intelligence.
So it’s not only programming a computer to drive a car by obeying traffic signals, but it’s when that program also learns to exhibit signs of human-like road rage.
As intimidating as it may seem, this technology isn’t new. Actually, for the past half-a-century, it’s been an idea ahead of its time.
The term “artificial intelligence” was first coined back in 1956 by Dartmouth professor John McCarthy. He called together a group of computer scientists and mathematicians to see if machines could learn like a young child does, using trial and error to develop formal reasoning. The project proposal says they’ll figure out how to make machines “use language, form abstractions and concepts, solve kinds of problems now reserved for humans, and improve themselves.”
That was more than 60 years ago.
Since then, AI has remained for the most part in university classrooms and super secret labs … But that’s changing.
Like all exponential curves, it’s hard to tell when a line that’s slowly ticking upwards is going to skyrocket.
But during the past few years, a couple of factors have led to AI becoming the next “big” thing: First, huge amounts of data are being created every minute. In fact, 90% of the world’s data has been generated in the past two years. And now thanks to advances in processing speeds, computers can actually make sense of all this information more quickly. Because of this, tech giants and venture capitalists have bought into AI and are infusing the market with cash and new applications.
Very soon, AI will become a little less artificial, and a lot more intelligent.
Now the question is: Should you brace yourself for yet another Terminator movie, live on your city streets?
Not exactly. In fact, stop thinking of robots. When it comes to AI, a robot is nothing more than the shell concealing what’s actually used to power the technology.
That means AI can manifest itself in many different ways. Let’s break down the options…
First, you have your bots. They’re text-based and incredibly powerful, but they have limitations.
Ask a weather bot for the forecast, and it will tell you it’s partly cloudy with a high of 57. But ask that same bot what time it is in Tokyo, and it’ll get a little confused. That’s because the bot’s creator only programmed it to give you the weather by pulling from a specific data source.
Natural language processing makes these bots a bit more sophisticated. When you ask Siri or Cortana where the closest gas station is, it’s really just translating your voice into text, feeding it to a search engine, and reading the answer back in human syntax. So in other words, you don’t have to speak in code.

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Jan 30, 2017

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Comments 193
Jadon Ng
Jadon Ng 14 days ago
Just curious, but is maths module 1 or module 2 more important for studying AI in university?
jess jesse
jess jesse 15 days ago
Soldering electricians boys ! That all ! Suck minded selfish printboards boys ! Easy math dude !
Umar Kocer
Umar Kocer 21 day ago
Machine Learning is a subset of Artificial Intelligence. Title is not accurate.
Siddhaant Gandhi
Siddhaant Gandhi 21 day ago
Lmao, this video is basically what AI would tell you what AI is before it fucks you up. Very naive.
Jason Loh
Jason Loh 26 days ago
Sorry the last part of your video is far from accurate. That is short-term. In the long-term human jobs will be indefinitely be replaced with Narrow AI. We would need a new economical structure. If we’re speaking about general AI, yeah this kind of AI is an existential threat to the human species and is no laughing matter. The first digitally conscious being plugged into the internet would have all the knowledge of the human race and arms and legs that span the globe and even space. It would also have access to all manners of weapons of mass destruction and access to all machinery linked to the internet. Even pulling the plug would not be enough because it could copy itself billions of times into billions if not trillions of computers.
Leo Zen
Leo Zen Month ago
Mediatek p60 is my chip 🙂 ai engine
Rama Krishnan M
Rama Krishnan M Month ago
how this animations are made..? which sw was used..?
Nguyen DucAnh
Nguyen DucAnh Month ago
Probably by After effects.
Austin Mitchell
Austin Mitchell 2 months ago
Excellent video. This will be my go to video when I need to explain to people why they shouldn't be afraid of AI.
SEЯVICEエース
SEЯVICEエース 2 months ago
なるほど
makinru
makinru 3 months ago
Thanos snapped at the right moment 5:32
Saul M.
Saul M. 3 months ago
The conclusion sounded great.
Lyto - The creation of a Tech Startup
Great video! Love the animations, very high quality and also the content specially in such a blurry term like AI :D
Aanya Kanyan
Aanya Kanyan 4 months ago
...
Preston Adams
Preston Adams 4 months ago
this did not explain AI at all
The Influencer Project
Thanks for the information! What a great video to understand the relationship between AI and machine learning.
Abdul Jalil
Abdul Jalil 4 months ago
how you make this animations?
King of Travel
King of Travel 4 months ago
Ironic that she says we don't have to worry about machines taking over the world but then spends the last two minutes explaining how machines use algorithms to learn new processes and improve their logic and thinking. What do you think will happen in 10 years?
yyrsght ytgrb
yyrsght ytgrb 5 months ago
wena las cauros tai vio k la mitad de las reproducciones son de los giles del Orione cualquier wa yo el shishi
XTREME CODER
XTREME CODER 5 months ago
'NEUON is an AI company specialising in computer vision, machine learning, and internet of thing. Its core business includes developing their very own in house deep neural network models customised for various customer needs. neuon.ai/
blockchain financial brokers Australia
It's my job to know all about this and she's absolutely correct but at the end of the day when the robots will take your job off you what the hell are you going to do that's the big master question of the future
MrMOBYDICKSON
MrMOBYDICKSON 6 months ago
Guys, what's this background music?
T pose GOD
T pose GOD 6 months ago
You'll be amazing
T pose GOD
T pose GOD 6 months ago
Like plz
T pose GOD
T pose GOD 6 months ago
Please give me a like to this comment . Never got 1 like in my life . Plz do it.
T pose GOD
T pose GOD 6 months ago
Foggy
southern fried
southern fried 6 months ago
this is fucking brilliant . theres so many comments about robots taking over the world. open your mind. take this concept into an eCommerce platform and google analytics seems the infant amongst vast potential. robots arent going to take over the world any time soon. but you a fool to think they havent arrived.
Amanda Frank
Amanda Frank 6 months ago
Thank you for sharing this video. Manthan is the leader among the artificial intelligence companies in US and provides the best analytics solutions for retail and consumer businesses. To know more please visit our website............ bit.ly/2s3PSM6
MJCHu2be
MJCHu2be 6 months ago
If you want to scare people from understanding, this is the video to watch!. Little can a person who is afraid of 'robots taking over' trust Ai and all the immense benefits it brings. In simple put, the Computers can give solutions to problems based on history of data learned and programmed to do. Not by themselves.
Plotbunnyhunter
Plotbunnyhunter 7 months ago
I'm not a fan of the language used to describe AI and Machine Learning. There is no actual consciousness or intelligence behind it, the algorithms don't get "smarter". An AI algorithm used to, say, identify sheep on pictures might run through millions of examples of sheep pictures and still classify a picture of a bus stop as a "sheep" because a certain collection of pixels on the picture of the bus stop looks like a certain collection of pixels found on several of the sheep-pictures. The algorithm will never consciously know what a sheep or bus stop is. Heck, its hard to avoid such personifications, even among professionals. I'd just like for everyone to stay conscious of the fact and remember that the programmers and Data Scientists behind the algorithms have a bigger impact on the results than what most people believe.
Gilbert Morse
Gilbert Morse 7 months ago
Nothing a EMP won't help 😂
Rhythm jung swar
Rhythm jung swar 7 months ago
you sounds like samantha from movie her
Ahnaf Raihan
Ahnaf Raihan 7 months ago
Awesome and informative video!
Cowcraft YT
Cowcraft YT 8 months ago
pls talk abt games too
Cargamer 936
Cargamer 936 8 months ago
This video excited me, thx
Zaron Fire
Zaron Fire 8 months ago
Feliz hualoowin hola grupo soy denesa.
Divine Justice
Divine Justice 8 months ago
She never answers the question. She brings up terminator and how different fantasy ai is to real ai the entire video. She only kind of describes what ai is 4 minutes into the video
Sagar Sagar
Sagar Sagar 9 months ago
01001001 01010001 01010010
George's N
George's N 9 months ago
Escism by radical dreamland lead me here
jess jesse
jess jesse 9 months ago
2: digitale papers , called softwaretoys for boys writters ! All movie starting b letter catergory letter b !
jess jesse
jess jesse 9 months ago
1: ai = digitale paper fat library of movie or music or maps called : index- systems a- z letters !
Tuukka Kotipelto
Tuukka Kotipelto 9 months ago
Check out elon musks opinion on artificial intelligence
Tsewang Phutsok
Tsewang Phutsok 9 months ago
Good for supper beginers....."be humen" is kind of very stubborn and unrealistic statement since almost everybody sees how fast narrow AI ,infant AGI(alphago zero) are evolving.... fully autonomous AGI seems very close and then singularity(endless speedy replication of intelligence which resembels almost to god.....) so i would rather say" be supper humen" by merging with AI before it leaves you zillions of miles behind......
Siren
Siren 9 months ago
I would like an AI to help me learn and study, I need private tutor.
Rounak Majumdar
Rounak Majumdar 10 months ago
But AI is so dangerous.
Rounak Majumdar
Rounak Majumdar 9 months ago
@LiliesGaming listen we always using AI it helps us soo much but don't realise that one day may come that robots control us.Machine learn faster than man. And you can search in Internet that why AI is dangerous you can get the answers my friend👍
LiliesGaming
LiliesGaming 9 months ago
What about it is dangerous?
Hamed Abdul Kareem
Hamed Abdul Kareem 10 months ago
This video is very nice☺☺☺☺
Hamed Abdul Kareem
Hamed Abdul Kareem 10 months ago
Nice😍
Olipommi
Olipommi 10 months ago
Yikes
Akhilesh Badrinath
Akhilesh Badrinath 10 months ago
Thanks a lot .Very helpful
Tonia Wang
Tonia Wang 11 months ago
Thanks for clarifying that artificial intelligence is so much more than just robots
Marie
Marie 11 months ago
Is this Alexa speaking?
Harish Hacker
Harish Hacker 11 months ago
AI means Abode Illustrator. Am I right?
TheFootballPlaya
how does a computer analyze the sound waves of someone's voice & understand that each particular sequence of waves is a "word". Is there data that exists showing the waves produced by the word 'purple', for example, can only contain a maximum of x values in a range y? Is there some kind of mathematical relationship between the human tonal ranges and the possibilities of words that can be said, that's fed into the computer? Or is it more simple than that? im confused.
Nathan Patterson
Welcome to Skynet.
10716신하령
Hi i am Korean. I am very interested about your video. It's very useful. I don't about AI well. But your video make me to understand the standard intellegence about AI. So i want to share with my friends who want to know about AI. So i want to make subtitle in Korean. So can you make the settle to comment the subtitle for me and my friends ..? I am waiting your answer :)
Wooden Ratio
Wooden Ratio Year ago
ruvid.net/video/video-2tr5SNThjwE.html A.I. wood sculpture
Worst Producer
Basically didnt explained nothing lol
Aaron Green
Aaron Green Year ago
I'm actually really bad at being human
teala haj
teala haj 8 months ago
+2
Gaia Love
Gaia Love Year ago
Aaron Green 🤔😂🤗
Jade the Kash
Jade the Kash Year ago
Thanks HubSpot! You helped me out a lot. Please keep up the good work!
Glamor Tips
Glamor Tips Year ago
Nice Video. You can also know about this. #ChetChat
Jerome Inocencio
@Hubspot where did you make this animation?
macple jhg
macple jhg 11 months ago
go to kurzgesagt
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