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 Machine learning is an application of artificial
intelligence that involves algorithms and data
that automatically analyses and make decision
by itself without human intervention.
 It describes how computer perform tasks on
their own by previous experiences.
 Therefore we can say in machine language
artificial intelligence is generated on the basis
of experience.
 THE DIFFERENCE
BETWEEN NORMAL
COMPUTER
SOFTWARE AND
MACHINE LEARNING
IS THAT A HUMAN
DEVELOPER HASN’T
GIVEN CODES THAT
INSTRUCTS THE
SYSTEM HOW TO
REACT TO
SITUATION,INSTEAD IT
IS BEING TRAINED BY
A LARGE NUMBER OF
DATA.
 NEURAL NETWORKS
 RANDOM FORESTS
 DECSION TREES
 GENETIC
ALGORITHM
 RADIAL BASIS
FUNCTION
 SIGMOID
 THERE ARE THREE TYPES OF MACHINE
LEARNING :
 SUPERVISED LEARNING
 UNSUPERVISED LEARNING
 REINFORCEMENT LEARNING
 TRAFFIC PREDICTION
 VIRTUAL PERSONAL ASSISTANT
 SPEECH RECOGNITION
 EMAIL SPAM AND MALWARE FILTERING
 BOIINFORMATICS
 NATURAL LANGUAGE PROCESSING
 TRAFFIC PREDICTION
 VIRTUAL PERSONAL
ASSISTANT
 ONLINE
TRANSPORTATION
 SOCIAL MEDIA
SERVICE
 EMAIL SPAM
FILTERING
 PRODUCT
RECOMMENDATION
 ONLINE FRAUD
DETECTION
 SOME OF THE BEST AND COMMANLY USED
MACHINE LEARNING PROGRAMS ARE:
 PYTHON
 JAVA
 C
 C++
 SHELL
 R
 JAVASCRIPIT
 SCALA
 JULIA
 ARTIFICIAL
INTELLIGENCE IS A
CONCEPT OF
CREATING
INTELLIGENT
MACHINES THAT
STIMULATES HUMAN
BEHAVIOUR .
 MACHINE LEARNING
IS A SUBSET OF
ARTIFICIAL
INTELLIGENCE THAT
ALLOWS MACHINE
TO LEARN FROM
DATA WITHOUT
BEING
PROGRAMMED.
 FAST,ACCURATE,EFFICIENT
 AUTOMATION OF MOST APPLICATIONS
 WIDE RANGE OF REAL LIFE
APPLICATIONS
 ENHANCED CYBER SECURITY AND
SPAM DETECTION
 NO HUMAN INTERVENTION IS NEEDED
 HANDLING MULTI DIMENSIONAL DATA
 IT IS VERY DIFFICULT TO IDENTIFY AND
RECTIFY THE ERRORS
 DATA ACQUISTION
 INTERPRETATION OF RESULTS
REQUIRES MORE TIME AND SPACE
WWW.WIKIPEDIA.ORG MACHINE
LEARNING
NEW EMERGING TECHNOLOGIES_AARUSHIJATIAN.pptx

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NEW EMERGING TECHNOLOGIES_AARUSHIJATIAN.pptx

  • 1.
  • 2.
  • 3.  Machine learning is an application of artificial intelligence that involves algorithms and data that automatically analyses and make decision by itself without human intervention.  It describes how computer perform tasks on their own by previous experiences.  Therefore we can say in machine language artificial intelligence is generated on the basis of experience.
  • 4.  THE DIFFERENCE BETWEEN NORMAL COMPUTER SOFTWARE AND MACHINE LEARNING IS THAT A HUMAN DEVELOPER HASN’T GIVEN CODES THAT INSTRUCTS THE SYSTEM HOW TO REACT TO SITUATION,INSTEAD IT IS BEING TRAINED BY A LARGE NUMBER OF DATA.
  • 5.  NEURAL NETWORKS  RANDOM FORESTS  DECSION TREES  GENETIC ALGORITHM  RADIAL BASIS FUNCTION  SIGMOID
  • 6.  THERE ARE THREE TYPES OF MACHINE LEARNING :  SUPERVISED LEARNING  UNSUPERVISED LEARNING  REINFORCEMENT LEARNING
  • 7.  TRAFFIC PREDICTION  VIRTUAL PERSONAL ASSISTANT  SPEECH RECOGNITION  EMAIL SPAM AND MALWARE FILTERING  BOIINFORMATICS  NATURAL LANGUAGE PROCESSING
  • 8.  TRAFFIC PREDICTION  VIRTUAL PERSONAL ASSISTANT  ONLINE TRANSPORTATION  SOCIAL MEDIA SERVICE  EMAIL SPAM FILTERING  PRODUCT RECOMMENDATION  ONLINE FRAUD DETECTION
  • 9.  SOME OF THE BEST AND COMMANLY USED MACHINE LEARNING PROGRAMS ARE:  PYTHON  JAVA  C  C++  SHELL  R  JAVASCRIPIT  SCALA  JULIA
  • 10.  ARTIFICIAL INTELLIGENCE IS A CONCEPT OF CREATING INTELLIGENT MACHINES THAT STIMULATES HUMAN BEHAVIOUR .  MACHINE LEARNING IS A SUBSET OF ARTIFICIAL INTELLIGENCE THAT ALLOWS MACHINE TO LEARN FROM DATA WITHOUT BEING PROGRAMMED.
  • 11.  FAST,ACCURATE,EFFICIENT  AUTOMATION OF MOST APPLICATIONS  WIDE RANGE OF REAL LIFE APPLICATIONS  ENHANCED CYBER SECURITY AND SPAM DETECTION  NO HUMAN INTERVENTION IS NEEDED  HANDLING MULTI DIMENSIONAL DATA
  • 12.  IT IS VERY DIFFICULT TO IDENTIFY AND RECTIFY THE ERRORS  DATA ACQUISTION  INTERPRETATION OF RESULTS REQUIRES MORE TIME AND SPACE