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BASICS ABOUT ARTIFICIAL
INTELLIGENCE – PART 1
MACHINE LEARNING
BASICS
ANTONIO FERNANDES, M.D.
NEURORADIOLOGIST, DEEP LEARNING
ENTHUSIASTIC IN BRAIN AND SPINE IMAGING
Machine Learning
 ML is a method of data analysis that incorporates the utilization of algorithms
that have the capabilities to learn from data without programming
 Computer science svvvv AI (a branch CS) ML (application of AI)
Machine Learning: GET SIMPLE!
 The world is full of data. Then use algorithms to predict and work for you. YOU
CAN NOT AVOID ML
 Machines and computers now do not need to have every detail programmed.
They can be programmed to learn by themselves and to work more efficiently.
 Human mind is multitasking and flexible. Computes are not yet there but each
year they are capable of doing more and more complex things
Neural Networks
 Neural Networks can look like science fiction but they are too real.
 NN are a series of mathematical formulas (algorithms) mimicking human brains
 NN can constantly adapt to new information and changes
 Using NN computers constantly adapt and don’t follow always the same
instruction (mimicking brains- At least some brains!!!)
Neural Networks -Brain
HUMAN GAIN
EXPERIENCE BY
THE 5 SENSES
THE BRAIN PROCESSES THE
INFORMATION AND
COMPARE WITH PREVIOUS
EXPERIENCES
CONLCUSION
SIMILAR TO
ML AND NN
PASSWAYS
OF THINKING
are constantly
shifting
between
billions of
neurons
VERY IMPORTANT NOTE
 Machine Learning for Beginners. Guide to understanding Machine Learning.
Matthew Kinsey. 2018.
 This presentation is a brief summary using sentences of the book above and
is used without any permission of the trademarks, brands or authors. This is
for clarifying purposes only and I am not the author of them.

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Artificial intelligence part 1 beginners

  • 2. MACHINE LEARNING BASICS ANTONIO FERNANDES, M.D. NEURORADIOLOGIST, DEEP LEARNING ENTHUSIASTIC IN BRAIN AND SPINE IMAGING
  • 3. Machine Learning  ML is a method of data analysis that incorporates the utilization of algorithms that have the capabilities to learn from data without programming  Computer science svvvv AI (a branch CS) ML (application of AI)
  • 4. Machine Learning: GET SIMPLE!  The world is full of data. Then use algorithms to predict and work for you. YOU CAN NOT AVOID ML  Machines and computers now do not need to have every detail programmed. They can be programmed to learn by themselves and to work more efficiently.  Human mind is multitasking and flexible. Computes are not yet there but each year they are capable of doing more and more complex things
  • 5. Neural Networks  Neural Networks can look like science fiction but they are too real.  NN are a series of mathematical formulas (algorithms) mimicking human brains  NN can constantly adapt to new information and changes  Using NN computers constantly adapt and don’t follow always the same instruction (mimicking brains- At least some brains!!!)
  • 6. Neural Networks -Brain HUMAN GAIN EXPERIENCE BY THE 5 SENSES THE BRAIN PROCESSES THE INFORMATION AND COMPARE WITH PREVIOUS EXPERIENCES CONLCUSION SIMILAR TO ML AND NN PASSWAYS OF THINKING are constantly shifting between billions of neurons
  • 7. VERY IMPORTANT NOTE  Machine Learning for Beginners. Guide to understanding Machine Learning. Matthew Kinsey. 2018.  This presentation is a brief summary using sentences of the book above and is used without any permission of the trademarks, brands or authors. This is for clarifying purposes only and I am not the author of them.