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Artificial Intelligence as a Threat
Can Artificial Intelligence be dangerous?

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Artificial Intelligence as a Threat
Can Artificial Intelligence be dangerous?

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Sci-Fi Movies That Might Become Reality
The Terminator I, Robot The Matrix
Tron: Legacy War Games Ex Machina

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Artificial Intelligence as a Threat
Elon Musk recently commented on Twitter that artificial intelligence (AI)
is more dangerous than North Korea

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Artificial Intelligence as a Threat
Google’s AI translation tool seems to have invented its own secret internal language
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Training
Google Neural
Machine Translation

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Artificial Intelligence as a Threat
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Training
Google Neural
Machine Translation
Google’s AI translation tool seems to have invented its own secret internal language

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Artificial Intelligence as a Threat
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Training
Google Neural
Machine Translation
Google’s AI translation tool seems to have invented its own secret internal language

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Artificial Intelligence as a Threat
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Training
Google Neural
Machine Translation
Google’s AI translation tool seems to have invented its own secret internal language

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Artificial Intelligence as a Threat
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Zero
Shot
Google Neural
Machine Translation
Google’s AI translation tool seems to have invented its own secret internal language

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Artificial Intelligence as a Threat
Google Neural
Machine Translation
ENGLISH
JAPANESE
KOREAN
ENGLISH
JAPANESE
KOREAN
Zero
Shot
Google’s AI translation tool seems to have invented its own secret internal language

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What Is Artificial Intelligence?
Now let’s understand what is Artificial Intelligence?

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What Is Artificial Intelligence?
ARTIFICIAL INTELLIGENCE ARTIFICIAL INTELLIGENCE
Artificial intelligence is intelligence exhibited by machines, rather than humans or other animals. The
field of AI research defines itself as the study of "intelligent agents": any device that perceives its
environment and takes actions that maximize its chance of success at some goal

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Artificial Intelligence is New?
Let’s see when was Artificial Intelligence Introduced

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History of Artificial Intelligence
“The term artificial intelligence was first coined by John McCarthy in
1956 when he held the first academic conference on the subject.”

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History of Artificial Intelligence
In 1950 Alan Turing proposed the Turing Test as a measure of machine intelligence and it is still used today to determine
a machine’s ability to “think” like a human.
Turing said that if the interrogator couldn’t distinguish between them simply by the answers given then we
could call the computer intelligent as it “thinks” and answers like a person

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History of Artificial Intelligence
Ancient Greek Temple of
Hephaestus
✓ Mechanical men and artificial beings appear in Greek myths, such as
the golden robots of Hephaestus and Pygmalion's Galatea.
✓ In the Middle Ages, there were rumors of secret mystical
or alchemical means of placing mind into matter
Talos was a giant animated
bronze warrior programmed
to guard the island of Crete
created by Hephaestus

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Dependency On AI
Now, let’s see where AI is used in our day-day life

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Artificial Intelligence Use-Cases
AI For Good Aviation Education
AI to address socially
relevant problems such as
homelessness. At Stanford,
researchers are using AI to
analyze satellite images to
identify which areas have
the highest poverty levels
?
Gate allocation for plane
while landing.
Ticket price determination.
There are a number of
companies that create
robots to teach subjects to
children ranging from
biology to computer
science, though such tools
have not become
widespread yet

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Artificial Intelligence Use-Cases
Healthcare Heavy Industry Finance
Companion robots for the care of the
elderly
Mining medical records to provide
more useful information
Design treatment plans
Assist in repetitive jobs including
medication management
Provide consultations
Using avatars in place of patients for
clinical training
• Algorithmic Trading
• Market Analysis and
Data Mining
• Personal Finance
• Portfolio Management
• Underwriting
Robots have become common in many
industries and are often given jobs that
are considered dangerous to humans.
Robots have proven effective in jobs
that are very repetitive which may lead
to mistakes or accidents due to a lapse
in concentration and other jobs which
humans may find degrading.

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Recent Advances
Let’s see some fascinating applications of Artificial Intelligence

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Artificial Intelligence Applications
Wordsmith, an automated Insights’ software platform, is used for writing car descriptions and Fantasy Football recaps.
Forbes uses this technology for creating earnings previews

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Artificial Intelligence Applications
GPS is used to get a rough
location of the car
The car even detect road
works, cyclists and safely
navigate around them
The car can easily recognize
road marking, signs and
traffic lights.
Smartphone is used for pick
up at the user’s location with
the destination set.

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Artificial Intelligence Applications
Self-flying helicopters. The K-MAX may be used for firefighting and It can carry up to 6,000 pounds of cargo, this helicopter
can drop nearly 2,800 gallons water on the fire.

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Artificial Intelligence Applications
There is an interesting example of artificial intelligence technology created for stopping hijackers. This machine
combines functions of a drone, helicopter, and trained snipers. This helicopter is called Vigilante.

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Artificial Intelligence Applications
AARON is a computer program written by artist Harold Cohen that creates original artistic images
Another awesome example of using artificial intelligence creatively is composing music

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Artificial Intelligence Applications
IBM Watson, a natural language question
answering computer, competes on
Jeopardy! and defeats two former
champions.

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Artificial Intelligence Applications
Google DeepMind's AlphaGo defeats Go
champion Lee Sedol which AI researcher
thought was not possible to achieve in
next 20 years
Tactics used by AlphaGo are taught to GO
players during their training

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Ways of Achieving AI
We will see two approaches, namely – Machine Learning and Deep Learning

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Machine Learning
Training
There is a dog
in this pic
Input
Machine Learning

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Machine Learning
Training
Where is dog
in this pic?
Input
Machine Learning

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Deep Learning
Training
There is one
dog in this pic
Input
Deep Learning

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What Exactly is Deep Learning?
Input Layer
Hidden Layer 1
Hidden Layer 2
Output Layer
A collection of statistical machine learning techniques used to learn feature hierarchies often
based on artificial neural networks

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AI & Deep Learning with
TensorFlow Course At Edureka!
Let’s look at the course structure of Artificial Intelligence with TensorFlow

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AI and Deep Learning With TensorFlow Course
Understanding Deep Learning
Deep dive into Neural Networks
with TensorFlow
Understanding Neural Networks
with TensorFlow
Master Deep Networks
Convolutional Neural Networks
Recurrent Neural Networks
Keras
RBM and Autoencoders
Tflearn
Hands-On Project
1
2
3
4
5
6
7
8
9
10

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AI and Deep Learning With TensorFlow Course
Project #1: Real Estate Price Prediction

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AI and Deep Learning With TensorFlow Course
Project #2: Naval Mine Detector

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AI and Deep Learning With TensorFlow Course
Project #3: Image Recognition System
Bird Airplane Automobile

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AI and Deep Learning With TensorFlow Course
Project #4: Digit Recognition System

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AI and Deep Learning With TensorFlow Course
Project #5: Sentiment Analysis System Project #6: Neural-Network Wine Classifier

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