Natural language processing allows computers to understand human language. It has plenty of applications. For example:
Text summarization, translation, keyword generation, sentiment analysis or chat bots.

So how it works? Let’s take a closer look at it.

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Some sources & further reading:
http://www.mind.ilstu.edu/curriculum/protothinker/natural_language_processing.php
https://nlp.stanford.edu/
https://research.google.com/pubs/NaturalLanguageProcessing.html
https://en.wikipedia.org/wiki/Natural_language_processing
https://en.wikipedia.org/wiki/Natural_language_understanding
https://en.wikipedia.org/wiki/Natural_language_generation
https://en.wikipedia.org/wiki/Tokenization_(lexical_analysis)
https://en.wikipedia.org/wiki/Syntax
https://en.wikipedia.org/wiki/Parsing
https://en.wikipedia.org/wiki/Context-free_grammar
https://en.wikipedia.org/wiki/Semantics
https://en.wikipedia.org/wiki/Pragmatics
https://en.wikipedia.org/wiki/Sentiment_analysis

Warfare is going through its most significant change in human history. This is an in-depth look at how robotics is increasingly preventing soldiers from rich nations from dying in battle.
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Information in this video is from:
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http://www.foreignpolicy.com/articles/2014/05/05/the_looming_robotics_gap_us_military_technology_dominance

Music:
“The Driving Force” by Jingle Punks – YT Music Library
“Rising” Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0
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“The Complex” Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0
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“Stale Mate” by Jingle Punks – YT Music Library

Video and Image credits:
Battle on Foot from “300”
https://www.youtube.com/watch?v=HdNn5TZu6R8
“Troy”
https://www.youtube.com/watch?v=7jbO8ToJTko
The Horse Charge
https://www.youtube.com/watch?v=eQZGvxM_Dq0
Revolutionary War Battle of the Hook Reenactment 2013
https://www.youtube.com/watch?v=gxCg5a7NGa8
http://www.videoblocks.com/videos/details/union-cavalry-fires-at-reenactment/
Chariot scene from “The Eagle”
https://www.youtube.com/watch?v=mX8ElKpnHvE
Tank
http://youtube.com/watch?v=hNxgjdoIoxU
Wright Brothers First Flight (1903)
https://www.youtube.com/watch?v=Wfyvspnko04
Stealth Plane
http://youtube.com/watch?v=gKgbdI7tZEc
Soldiers marching
youtube.com/watch?v=_oV5Z2bOVAI
Robot eyes
http://www.dvice.com/sites/dvice/files/styles/content_panes_media/public/sntinelrbt09870.jpg?itok=erywsdBX
Protector Robot Carrying 1,00 Pounds of Gear at Fort Ben
youtube.com/watch?v=e9jUiO9xuF8
TALON & PackBot – Military Explosive Disposal Robots Demo
youtube.com/watch?v=kDtucLAXpm4
British army explosive disposal
youtube.com/watch?v=PFUVH1r5qgA
Guardium UGV
youtube.com/watch?v=fdDzUP2heC0
MQ-9 Reaper
youtube.com/watch?v=lZcznYuwiV4
Iran RQ-170
http://youtube.com/watch?v=EWWNQMtvg8k
US Air Force Flapping Wing Micro Air Vehicle
youtube.com/watch?v=_5YkQ9w3PJ4
Korean DMZ
https://www.youtube.com/watch?v=PYr9DlOF8Mk
South Korean Sentry
https://www.youtube.com/watch?v=INyVbf-yG7s
Israeli Border
http://youtube.com/watch?v=MP9AWP1yfh8
Protector USV
http://youtube.com/watch?v=WiCVITIH2Kg
Port of Singapore
http://amrithaalladi.files.wordpress.com/2011/08/dscn3355.jpg
Killer Robots
http://ivarfjeld.files.wordpress.com/2013/05/killerrobot_610x407.jpg
Chinese Stealth UAV
http://youtube.com/watch?v=nvQfrOgYjuc
South Korean Robot Prison Guard
https://www.youtube.com/watch?v=-TsgEKdGCdU
Russian robot
https://www.youtube.com/watch?v=nkR4UuFWutk
Money (from vid blocks)
Google buys 8 robotics companies in 6 months: why?
http://www.cbsnews.com/news/google-buys-8-robotics-companies-in-6-months-why/
Commercial Market for Robotics
https://www.youtube.com/watch?v=C5R-FSRBUbE
Google logo
http://upload.wikimedia.org/wikipedia/commons/5/51/Google.png
Lockheed Martin Logo
http://1.bp.blogspot.com/_AcBUSVxs82w/TSlKlVwYKuI/AAAAAAAAkUM/wZOdg_2zYIQ/s1600/Lockheed_Martin_Logo.jpg
Knifefish
https://www.youtube.com/watch?v=Dbfwwv47w4Y
UAV
https://www.youtube.com/watch?v=87_gdOGGpSM
BD Petman Tests Camo
http://youtube.com/watch?v=tFrjrgBV8K0
BD Atlas
http://youtube.com/watch?v=SD6Okylclb8
BigDog
youtube.com/watch?v=gOkXRXZIFxs
New UGV
https://www.youtube.com/watch?v=KzpkvfuQGFM
Humvee
https://www.youtube.com/watch?v=uMsrjeny5pE
X-47B
https://www.youtube.com/watch?v=pCAe81aq6k0
Missile Launched at Sea
https://www.youtube.com/watch?v=k1U5fKwM2gc
Joint Aerial Layer Network
http://ultra-ats.com/files/images/_medium_ultra-ats_111213.jpg
DARPA’s Hydra program
http://www.darpa.mil/uploadedImages/Content/NewsEvents/Releases/2013/revised%20web-graphic%20(4).jpg
Military funeral
https://www.youtube.com/watch?v=qhXkP2emFII
Afghanistan Firefight
https://www.youtube.com/watch?v=zKFhdSw_ETI
Predator Drone Missile Strike
https://www.youtube.com/watch?v=KcEoRae6Yog
US Drone Pilots
https://www.youtube.com/watch?v=-v1V1UapYE4
Airman with family
https://www.youtube.com/watch?v=u90JzVMaRts

china navy

The programmes behind artificial intelligence are in almost every part of our lives, but there’s an emerging problem with them: algorithmic bias.

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Peer to Peer Network – P2P Network – Fundamental concepts explained with example – What Why How

Namaskaar Dosto, is video mein maine aapse Voice Recognition ke baare mein baat ki hai, aap sabhi Speech Recognition ko use karte hai, fir woh Google Assistant ya Google now ho, Hey Siri ho ya Cortana ho. Maine aapko bataya hai ki kaise yeh systems develop hue, aur kaise hum inhe theek se use kar paate hai. Mujhe umeed hai ki aapko voice recognition ke baare mein yeh video pasand aayegi.

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This video on “What is Deep Learning” provides a fun and simple introduction to its concepts. We learn about where Deep Learning is implemented and move on to how it is different from machine learning and artificial intelligence. We will also look at what neural networks are and how they are trained to recognize digits written by hand. We further look at some popular applications of Deep Learning. So, let’s dive into the world of Deep Learning with this video.

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Simplilearn’s Deep Learning course will transform you into an expert in Deep Learning techniques using TensorFlow, the open-source software library designed to conduct machine learning & deep neural network research. With our Deep Learning course, you’ll master Deep Learning and TensorFlow concepts, learn to implement algorithms, build artificial neural networks and traverse layers of data abstraction to understand the power of data and prepare you for your new role as Deep Learning scientist.

Why Deep Learning?

It is one of the most popular software platforms used for Deep Learning and contains powerful tools to help you build and implement artificial neural networks.
Advancements in Deep Learning are being seen in smartphone applications, creating efficiencies in the power grid, driving advancements in healthcare, improving agricultural yields, and helping us find solutions to climate change. With this Tensorflow course, you’ll build expertise in Deep Learning models, learn to operate TensorFlow to manage neural networks and interpret the results. According to payscale.com, the median salary for engineers with Deep Learning skills tops $120,000 per year.

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Artificial intelligence today is properly known as narrow AI (or weak AI), in that it is designed to perform a narrow task (e.g. only facial recognition or only internet searches or only driving a car). However, the long-term goal of many researchers is to create general AI (AGI or strong AI). While narrow AI may outperform humans at whatever its specific task is, like playing chess or solving equations, AGI would outperform humans at nearly every cognitive task.

But after so many advantages do we have any danger with AI and the Future era of ROBOTS..?
I will explain the Science of Artificial Intelligence.

Sophia is one of the most Advanced AI humanoid robots.

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In this video, I will talk about peer to peer network how this network works and how this network is different from the traditional network. How Torrent works and what are the basic problems with peer to peer file sharing. Is it illegal to download files from the torrent? Watch this video to find out.

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When reading up on artificial neural networks, you may have come across the term “bias.” It’s sometimes just referred to as bias. Other times you may see it referenced as bias nodes, bias neurons, or bias units within a neural network. We’re going to break this bias down and see what it’s all about.

We’ll first start out by discussing the most obvious question of, well, what is bias in an artificial neural network? We’ll then see, within a network, how bias is implemented. Then, to hit the point home, we’ll explore a simple example to illustrate the impact that bias has when introduced to a neural network.

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Friends, now a days all new flagship smartphones are coming with Artificial Intelligence or AI built in. Most of the new processors including Huawei’s new Kirin 970 processor has a Neural processing Unit built-in, which essentially helps you to do your tasks much more efficiently. In this video, we explain what is Artificial Intelligence in simple language along with examples and also tell you in future how Artificial Intelligence will change our smartphones.

If you like the video please make sure you like it, and if you have not subscribed, please do so right away!

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Doston, aajkal sabhi naye smartphones mein artificial intelligence yani AI aa gayaa hai. Huawei ka nayaa Kirin 970 processor mein toh inbuilt Neural Processing Unit (NPU) aataa hai joh bahut sare kaam artificial intelligence ke sahaare se karta hai. Is video mein hum apko bataayenge Artificial Intelligence kya hai, voh bhi ekdum simple language mein examples ke saath aur ye bhi bataayenge ki future ke mobiles phone mein Aritificial Intelligence kaise kaam mein aayega.

आपको अगर कोई सवाल है तोह जरूर कमैंट्स में हमें बताईये – अगर वीडियो अच्छा लगा तोह लिखे और सब्सक्राइब जरूर कीजियेगा

Video Highlights
***************************************************************
00:49 – Artificial Intelligence (AI) Introduction
01:29 – Artificial Intelligence (AI) Character Recognition
01:52 – Artificial Intelligence (AI) Voice Recognition
02:17 – Artificial Intelligence (AI) Driverless cars
02:52 – Artificial Intelligence (AI) Google Asssitant
03:22 – Artificial Intelligence (AI) Kirin 970 Processor
03:31 – Artificial Intelligence (AI) Scene Recognition
04:23 – Uses of Artificial Intelligence (AI)
05:46 – Artificial Intelligence (AI) Emotions Recognition
06:21 – Future of Artificial Intelligence (AI)

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