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Artificial Intelligence Course
In these Notes we will be covering all the domains and concepts involved
under the umbrella of artificial intelligence and also be showing you a couple
of use cases and practical implementations by using Python
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1950 was speculated to be one of the most important years for the
introduction of artificial intelligence
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Alan Turing created what is known as the Turing test
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AI started off as a hypothetical situation
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Everything around us is run through
AI deep learning or machine learning
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AI is rapidly growing both as a field of study and also as an economy
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AI is the theory and development of computer
systems able to perform tasks that normally require human intelligence
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AI has reach a stage wherein it can compute the most complex of complex
problems in a matter of seconds
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IBM Watson technology was able to cross reference 20 million
oncology records quickly and correctly diagnose a rare leukemia condition in
a patient
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Netflix uses AI to create a
personalized movie recommendation engine for each of its users
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What is Artificial Intelligence?
Artificial intelligence is a broad area of computer science that makes
machine seem like they have human intelligence
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Our expertly curated courses are designed to help students
learn the latest technology
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Here we will be discussing what is artificial intelligence
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Artificial intelligence is more
dangerous than North Korea ish MA
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There are numerous ways of achieving artificial intelligence and let us
discuss those approaches will be discussing machine learning
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The challenge was overcome by deep
learning which is inspired from how a human brain works you can even say
that it uses Neron networks
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Artificial intelligence was introduced by McCarthy in the year 1956 and
around the 60s era when people were thinking about creating art now
McCarthy introduced this in his paper which was presented in conference
that was held mainly on the subject of artificial intelligence
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In 2014 China Japan the United States the Republic of
Korea and Germany together amounted to 70 % of the total sales volume of
robots now I have a question for you sort of do you think the robots will take
all our jobs in future if they 're advancing so much I'm not really sure about
that right now but I believe that 's the same will be with artificial intelligence
as well now let us talk about finance and gorllewin trading involves the use of
complex artificial intelligent systems to make trading decisions
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The course will discuss about artificial intelligence and deep learning with
stencil flow course provided by us
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The data set that will use will contain ten
types of images and multiple images of those time classes you need to trade

your model on that particular dataset so that whenever you feed in an image
of which belongs to those ten classes it should be able to recognize that
particular it can be a boat can be airplane automobile and similarly there are
seven other classes
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Artificial Intelligence Explained
According to a Carnot report, artificial intelligence is going to create 2
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The term artificial intelligence was actually coined way
back in 1956 by John McCarthy, or professor at Dartmouth
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Machine learning is a subset of artificial intelligence technique
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it automates repetitive learning and discovery through data
paper forms frequent highvolume computerized us reliably and without
fatigue
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In most cases, air will not be
sold as an individual application rather products you already use will be
improved with air capabilities
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Ai is a system with cognitive abilities, so
that when the system is presented with an unfamiliar task, it is intelligent
enough to find
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the techniques aim at replicating and surpassing
many capabilities of human intelligence, such as risk analysis and other
cognitive processes
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Artificial intelligence will revolutionize all the aspects of our daily life, and it
will be cell enough and have a big impact on everything around us
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I
personally believe that artificial intelligence will have an important rule in the
better identification and protection of marine and freshwater ecosystem as
well
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The demand for Ai skills has
more than doubled over the last past three years, and the number of job
posting is up by 119 percent
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Indeed, the demand for
a job in the Ai feel is up 119 percent, but this artificial intelligence tutorial will
be incomplete without the different job profiles
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The next job profile is the
data scientist and it has been awarded as the sexiest job of this 21st century
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A business intelligence
developer is responsible for aggregating data from multiple sources in an
efficient data warehouse and designing enterprise level solutions
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The tensor-flow Object Detection model uses Protobuf to configure model
and the training parameters before the framework can be used
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the pro-turbo of Python can be
compiled so you can download the required proturtur of Python
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In Cocoa
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We have 1
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We have 91 stuff categories, 5 captions per image and 250
people with this key points
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So if you go back to the list of the models you can select any of
the given more this here, but make sure your system should support the
required amount of ram I should
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Using the n-p dot expand now we will expand the dimension since the model
expects images to have the shape which can be 1 2 3 based upon the
categories
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more happy learning
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Which explains how deep learning is a subfield of
artificial intelligence and how it is achieved by mimicking a human brain by
understanding how it thinks how it learns and work while trying to solve a
problem
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The idea behind deep neural networks is not new but it
dates back to 1950s however it became possible to practically implement it
only when we have the new high end resource capability
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Deep learning studies the basic unit of
the brain called a brain cell or alula in an attempt to re-engineer a human
brain
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In order to completely train this model it is going to take

20,000 steps let me show you in the code
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However you have to run this code for n
number of times so that you can achieve a particular accuracy
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Facebook is able to Auto tag it is not only able to detect faces
but also identify who it is and how is this possible it is only possible using
deep learning
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learning is Google legs this is one of those applications that have
been recently launched for smartphones by Google
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Then we went through machine learning and
understood how deep learning solves all the machine learning limitations we
saw how deep
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