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Machine Learning and Artificial Intelligence

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Machine Learning and Artificial Intelligence

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MACHINE LEARNING AND
ARTIFICIAL INTELLIGENCE
Explained with a human touch
What is Machine Learning?
Programming a computer, to optimize performance standards, by using past experience
Machine learning is a branch of Artificial Intelligence
Calculation of algorithms allow computers to develop behavior's based on real data
Quick facts about Machine Learning
Machine learning algorithms
Supervised
algorithms
Apply past information
registered, to new data
Unsupervised
algorithms
Draw conclusions from
datasets
Components of Machine Learning
Representation
Evaluation
Optimization
Case studies on Machine Learning
If a member
frequently “likes”
a friend’s posts,
the news feed will
automatically
start showing
more of that
friend’s activity,
earlier in the feed.
Machine learning
algorithms have
helped reveal
previously
unrecognized
influences
between artists.
Netflix predicts
the ratings an
individual will
give a movie,
which they
haven’t even
watched yet,
based on previous
movie ratings
made by them.
Statistical method used to recommend a
movie on Netflix
Anybody can
ask a question
Anybody can
answer
The best answers
are voted up and
rise to the top
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Machine Learning and Artificial Intelligence

  • 1. MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE Explained with a human touch
  • 2. What is Machine Learning? Programming a computer, to optimize performance standards, by using past experience Machine learning is a branch of Artificial Intelligence Calculation of algorithms allow computers to develop behavior's based on real data
  • 3. Quick facts about Machine Learning Machine learning algorithms Supervised algorithms Apply past information registered, to new data Unsupervised algorithms Draw conclusions from datasets
  • 4. Components of Machine Learning Representation Evaluation Optimization
  • 5. Case studies on Machine Learning If a member frequently “likes” a friend’s posts, the news feed will automatically start showing more of that friend’s activity, earlier in the feed. Machine learning algorithms have helped reveal previously unrecognized influences between artists. Netflix predicts the ratings an individual will give a movie, which they haven’t even watched yet, based on previous movie ratings made by them.
  • 6. Statistical method used to recommend a movie on Netflix Anybody can ask a question Anybody can answer The best answers are voted up and rise to the top
  • 7. What is Artificial Intelligence Steering machines, towards understanding human intelligence.
  • 8. The history of Artificial Intelligence (AI) began years ago.There were stories, myths, and rumours of artificial beings graced with intelligence and consciousness by master craftsmen. In 1958, John McCarthy and Marvin Minsky started the MIT Artificial Intelligence lab with $50,000. The field of AI research was founded at a conference, on the campus of Darthmouth College, in the summer of 1956. Pamela McCorduck wrote, AI began with "an ancient wish to forge the gods”. The history of Artificial Intelligence
  • 10. Industries which will benefit because of Machine Learning and Artificial Intelligence • AI financial advisors will soon replace human advisors, as computerized systems can scan tens of thousands of enterprises to make quick recommendations. Finance • Sequencing of individual genomes and comparing them to a large database, will allow doctors and AI bots to predict the probability of contracting a particular disease and a remedy to treat it, when it appears. Healthcare
  • 11. Use case example - Open Assistance Open assistance is an open source Artificial Intelligence system. It is built with Arch Linux. It acts as a virtual assistant and does not require the internet to the function.
  • 12. What the future of Artificial Intelligence looks like Driverless cars
  • 13. How we at Extentia can help ■ Techquarium is Extentia’s platform for innovation in IoT, Big Data, virtual and augmented reality, wearables, AI, and neuroscience. ■ To know more, click here.