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A.I. Programming and Machine Learning
I give you here an introduction to A.I.
Programming. Machine Learning is going to be a
topic later on. It is a special case of A.I.
Programming
What is A.I. Programming?
1)Telling a program what to do
2)Giving it the ability to learn and make new
decisions born out of the newly learned input.
→ this ability is called A.I.
→ which means “artificial intelligence”
We give programs a brain
 That is a big progress and a real feat
 In the past, programs only worked through pre-
defined if..else lists
1.Everything had to be defined by the
programmer
2.The program was ignorant of the consequences
of its actions
All had to be pre-defined
 Programs just did what they were told. No
overview over their work, no insight or thinking
by the program. No A.I.
 Humans had to do ALL the thinking and MAKE
SURE the program did JUST THAT
Ignorant Programs
 No chance to react to anything! Only mere
action. Blind action. Potentially extremely
harmful actions.
 Robots would have been extremely dangerous
or in the least harmful case almost useless
The past:bad Future:Fantastic
 Now we are infinitely better off!
 Now programs learn endlessly and perfectly
from their input
 Now programs can predict the consequences of
their work and judge whether their actions are
good.
 Now programs can correct themselves
 Now programs can MASTER their work
Human Pre-work reduced to
minimum
 We no longer need to write all the code
 We provide a foundation and the program
expands itself
 That is machine-learning:
 The necessary and modern core of A.I.
Programming
Potential and Usefulness of
Programs is MAXIMIZED
 Programs now have all the possibilities
 They can be ultimately useful and adapted
 Human overview is no longer necessary

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A.I. programming and machine learning

  • 1. A.I. Programming and Machine Learning I give you here an introduction to A.I. Programming. Machine Learning is going to be a topic later on. It is a special case of A.I. Programming
  • 2. What is A.I. Programming? 1)Telling a program what to do 2)Giving it the ability to learn and make new decisions born out of the newly learned input. → this ability is called A.I. → which means “artificial intelligence”
  • 3. We give programs a brain  That is a big progress and a real feat  In the past, programs only worked through pre- defined if..else lists 1.Everything had to be defined by the programmer 2.The program was ignorant of the consequences of its actions
  • 4. All had to be pre-defined  Programs just did what they were told. No overview over their work, no insight or thinking by the program. No A.I.  Humans had to do ALL the thinking and MAKE SURE the program did JUST THAT
  • 5. Ignorant Programs  No chance to react to anything! Only mere action. Blind action. Potentially extremely harmful actions.  Robots would have been extremely dangerous or in the least harmful case almost useless
  • 6. The past:bad Future:Fantastic  Now we are infinitely better off!  Now programs learn endlessly and perfectly from their input  Now programs can predict the consequences of their work and judge whether their actions are good.  Now programs can correct themselves  Now programs can MASTER their work
  • 7. Human Pre-work reduced to minimum  We no longer need to write all the code  We provide a foundation and the program expands itself  That is machine-learning:  The necessary and modern core of A.I. Programming
  • 8. Potential and Usefulness of Programs is MAXIMIZED  Programs now have all the possibilities  They can be ultimately useful and adapted  Human overview is no longer necessary