Soheib BOUDALI
M2 AI Student at USTHB
Junior full stack web developer
Artificial
Intelligence
Overview
Main points
-
What is AI ?
-
When & Why AI ?
-
AI fields
-
AI applications
-
Impact of AI
-
AI Dev tools
-
AI today and tomorrow
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AI QUIZ
What is AI ?
What is AI ?
Definition :
Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems.
These processes include :
- Learning
- Reasoning
- Self-correction
When & Why
AI ?
When we should use AI ?
Artificial intelligence can be useful when :
- There is no expertise on the problem ex : robot flying on Mars
-
We have expertise, but we do not know how explain it into an algorithm
ex: faces recognition
-
Solutions to the problem change over time
ex: weather prediction
-
Solutions must be customized
ex: center of interest
Why we should use AI ?
AI should be used because :
Commercial point of view
-
Many data collected : web / e-commerce
-
Concurrence :
Customer Relationship Management
Scientific point of view
-
Data collected, saved at very high speeds (GB / hour) :
satellite
AI fields
Expert system
Planning scheduling and optimization
Genetic
PSO
Natural language processing (NLP)
Translation
Text
Classification
Information extraction
Speech
Text to speech
Speech to Text
Robotics
Vision
Machine Learning
Based on
Neurol network
Logic / Probability
Deep learning
Decisions trees
Bayesian network
Machine Learning
Neurols network :
Machine Learning
Neurols network :
Ex : a data with 3 features and a label
input 1 | input 2 | input 3 | output |
. . . .
. . . .
60% Train data
20% Validation data
20% Test data
Machine Learning
Neurols network :
Machine Learning
Deep learning
modern problems require modern solutions
Machine Learning
AI
Machine
learning
Deep
learning
Machine Learning
Decisions trees
Machine Learning
Bayesian network
K-Nearest neighbor (K-NN)
Machine Learning
Bayesian network
Bayesian Naive : (Y , 2 , S ,Y) ???
Machine Learning
Bayesian network
Bayesian Belief Networks
The probability of state S depends ONLY on the probability of state S-1
AI fields
AI applications
IBM Waston
Google home
Amazon go
Tesla
Tesla model X
Tesla
Sophia
Impact of
AI
On Education
Simplifying Administrative Tasks
Personalized Learning
Identification of students weakness
New academic branchs
WILL AI STEAL YOUR JOB ?
On employment
On employment
Let's take a look
AI Dev tools
Programming languages
GOOGLE Product
AI
Today
and Tomorrow
Narrow AI
Called WEAK-AI, it's an artificial intelligence that is focused on one narrow task like :
Appel Siri
General AI
Called STRONG-AI , is the intelligence of a machine that has the capacity to understand or learn any intellectual task that a human being can like :
The coffee test
- find the coffee machine
- find the coffee
- add water
- find a mug
- serve coffee
A super I
Super AI is AI that surpasses human intelligence and ability.
Even the brightest human minds cannot come close to the abilities of super AI.
THANKS FOR YOUR ATTENTION
Questions !
BUT WAIT !!
I have a question for you !
Who controls the other
??
SEND ME YOUR ANSWERS
Cédric So
cedric_s
Boudali soheib
soheib.boudali29@gmail.com
THANKS AGAIN !
Artificial Intelligence Overview
By Soheib Boudali
Artificial Intelligence Overview
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