SlideShare una empresa de Scribd logo
1 de 12
www.mathxtc.com
Applicable Mathematics
“Probability”
Definitions
Probability is the mathematics of chance.
It tells us the relative frequency with which we can expect an
event to occur
The greater the probability the more
likely the event will occur.
It can be written as a fraction, decimal, percent, or ratio.
Definitions
Certain
Impossible
.5
1
0
50/50
Probability is the numerical measure
of the likelihood that the event will
occur.
Value is between 0 and 1.
Sum of the probabilities of all events
is 1.
Definitions
A probability experiment is an action through which specific
results (counts, measurements, or responses) are obtained.
The result of a single trial in a probability experiment is an
outcome.
The set of all possible outcomes of a probability experiment is the
sample space, denoted as S.
e.g. All 6 faces of a die: S = { 1 , 2 , 3 , 4 , 5 , 6 }
Definitions
Other Examples of Sample Spaces may include:
Lists
Tables
Grids
Venn Diagrams
Tree Diagrams
May use a combination of these
Where appropriate always display your sample space
Definitions
An event consists of one or more outcomes and is a subset of
the sample space.
Events are often represented by uppercase letters, such as A,
B, or C.
Notation: The probability that event E will occur is written
P(E) and is read
“the probability of event E.”
Definitions
• The Probability of an Event, E:
Consider a pair of Dice
• Each of the Outcomes in the Sample Space are random
and equally likely to occur.
e.g. P( ) =
(There are 2 ways to get one 6 and the other 4)
P(E) =
Number of Event Outcomes
Total Number of Possible Outcomes in S
18
1
36
2
Definitions
There are three types of probability
1. Theoretical Probability
Theoretical probability is used when each outcome in a
sample space is equally likely to occur.
P(E) =
Number of Event Outcomes
Total Number of Possible Outcomes in S
The Ultimate probability formula 
Definitions
There are three types of probability
2. Experimental Probability
Experimental probability is based upon observations
obtained from probability experiments.
The experimental probability of an event
E is the relative frequency of event E
P(E) =
Number of Event Occurrences
Total Number of Observations
Definitions
There are three types of probability
3. Subjective Probability
Subjective probability is a probability measure resulting from
intuition, educated guesses, and
estimates.
Therefore, there is no formula to calculate it.
Usually found by consulting an expert.
Definitions
Law of Large Numbers.
As an experiment is repeated over and over, the experimental
probability of an event approaches
the theoretical probability of the event.
The greater the number of trials the more likely the
experimental probability of an event will equal its theoretical
probability.
Complimentary Events
The complement of event E is the set of all outcomes in a
sample space that are not included in event E.
The complement of event E is denoted by
Properties of Probability:
EorE
)(1)(
)(1)(
1)()(
1)(0
EPEP
EPEP
EPEP
EP

Más contenido relacionado

La actualidad más candente

Probability class 9 ____ CBSE
Probability class 9 ____ CBSEProbability class 9 ____ CBSE
Probability class 9 ____ CBSESmrithi Jaya
 
Basic Elements of Probability Theory
Basic Elements of Probability TheoryBasic Elements of Probability Theory
Basic Elements of Probability TheoryMaira Carvalho
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITYVIV13
 
Probability In Discrete Structure of Computer Science
Probability In Discrete Structure of Computer ScienceProbability In Discrete Structure of Computer Science
Probability In Discrete Structure of Computer SciencePrankit Mishra
 
Basics of probability in statistical simulation and stochastic programming
Basics of probability in statistical simulation and stochastic programmingBasics of probability in statistical simulation and stochastic programming
Basics of probability in statistical simulation and stochastic programmingSSA KPI
 
Hypothesis testing
Hypothesis testingHypothesis testing
Hypothesis testingSakthivel R
 
Introduction to probability
Introduction to probabilityIntroduction to probability
Introduction to probabilityDavid Radcliffe
 
HUMAN RESOURCE INFORMATION SYSTEM
HUMAN RESOURCE INFORMATION SYSTEMHUMAN RESOURCE INFORMATION SYSTEM
HUMAN RESOURCE INFORMATION SYSTEMBhargavi Bhanu
 
Qnt 275 final exam july 2017 version
Qnt 275 final exam july 2017 versionQnt 275 final exam july 2017 version
Qnt 275 final exam july 2017 versionAdams-ASs
 

La actualidad más candente (20)

PROBABILITY
PROBABILITYPROBABILITY
PROBABILITY
 
probability
probabilityprobability
probability
 
NUMERICAL METHOD
NUMERICAL METHODNUMERICAL METHOD
NUMERICAL METHOD
 
Probability class 9 ____ CBSE
Probability class 9 ____ CBSEProbability class 9 ____ CBSE
Probability class 9 ____ CBSE
 
Probability
ProbabilityProbability
Probability
 
Basic Elements of Probability Theory
Basic Elements of Probability TheoryBasic Elements of Probability Theory
Basic Elements of Probability Theory
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITY
 
Probability In Discrete Structure of Computer Science
Probability In Discrete Structure of Computer ScienceProbability In Discrete Structure of Computer Science
Probability In Discrete Structure of Computer Science
 
Point Estimation
Point Estimation Point Estimation
Point Estimation
 
Probability
ProbabilityProbability
Probability
 
Basics of probability in statistical simulation and stochastic programming
Basics of probability in statistical simulation and stochastic programmingBasics of probability in statistical simulation and stochastic programming
Basics of probability in statistical simulation and stochastic programming
 
Hypothesis testing
Hypothesis testingHypothesis testing
Hypothesis testing
 
Addition Rule and Multiplication Rule
Addition Rule and Multiplication RuleAddition Rule and Multiplication Rule
Addition Rule and Multiplication Rule
 
Introduction to probability
Introduction to probabilityIntroduction to probability
Introduction to probability
 
Chi squared test
Chi squared testChi squared test
Chi squared test
 
HUMAN RESOURCE INFORMATION SYSTEM
HUMAN RESOURCE INFORMATION SYSTEMHUMAN RESOURCE INFORMATION SYSTEM
HUMAN RESOURCE INFORMATION SYSTEM
 
Qnt 275 final exam july 2017 version
Qnt 275 final exam july 2017 versionQnt 275 final exam july 2017 version
Qnt 275 final exam july 2017 version
 
probability
probabilityprobability
probability
 
Chi square test
Chi square testChi square test
Chi square test
 
Parameter estimation
Parameter estimationParameter estimation
Parameter estimation
 

Destacado

Worksheet determine the surface area of a sphere
Worksheet determine the surface area of a sphereWorksheet determine the surface area of a sphere
Worksheet determine the surface area of a sphereIsmaya Gharini
 
12.6 surface area & volume of spheres
12.6 surface area & volume of spheres12.6 surface area & volume of spheres
12.6 surface area & volume of spheresDevvrat Bansal
 
12 6 surface area & volume of spheres
12 6 surface area & volume of spheres12 6 surface area & volume of spheres
12 6 surface area & volume of spheresgwilson8786
 

Destacado (9)

Probability part 3
Probability part 3Probability part 3
Probability part 3
 
Probability part 1
Probability part 1Probability part 1
Probability part 1
 
Worksheet determine the surface area of a sphere
Worksheet determine the surface area of a sphereWorksheet determine the surface area of a sphere
Worksheet determine the surface area of a sphere
 
Tutorial
TutorialTutorial
Tutorial
 
Probability part 2
Probability part 2Probability part 2
Probability part 2
 
12.6 surface area & volume of spheres
12.6 surface area & volume of spheres12.6 surface area & volume of spheres
12.6 surface area & volume of spheres
 
12 6 surface area & volume of spheres
12 6 surface area & volume of spheres12 6 surface area & volume of spheres
12 6 surface area & volume of spheres
 
Lesson plan 1
Lesson plan 1Lesson plan 1
Lesson plan 1
 
Lesson plan 2
Lesson plan 2Lesson plan 2
Lesson plan 2
 

Similar a Probability part 4

probability-120904030152-phpapp01.pdf
probability-120904030152-phpapp01.pdfprobability-120904030152-phpapp01.pdf
probability-120904030152-phpapp01.pdfHimanshuSharma617324
 
SAMPLE SPACES and PROBABILITY (3).pptx
SAMPLE SPACES and PROBABILITY (3).pptxSAMPLE SPACES and PROBABILITY (3).pptx
SAMPLE SPACES and PROBABILITY (3).pptxvictormiralles2
 
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptx
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptxCHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptx
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptxanshujain54751
 
Classification of Probability.pptx
Classification of Probability.pptxClassification of Probability.pptx
Classification of Probability.pptxCHIRANTANMONDAL2
 
Presentation (2).pptx
Presentation (2).pptxPresentation (2).pptx
Presentation (2).pptxInsaneInsane4
 
CLASSICAL PROBABILITY.pptx
CLASSICAL PROBABILITY.pptxCLASSICAL PROBABILITY.pptx
CLASSICAL PROBABILITY.pptxCHIRANTANMONDAL2
 
vinayjoshi-131204045346-phpapp02.pdf
vinayjoshi-131204045346-phpapp02.pdfvinayjoshi-131204045346-phpapp02.pdf
vinayjoshi-131204045346-phpapp02.pdfsanjayjha933861
 
Sample Space and Event,Probability,The Axioms of Probability,Bayes Theorem
Sample Space and Event,Probability,The Axioms of Probability,Bayes TheoremSample Space and Event,Probability,The Axioms of Probability,Bayes Theorem
Sample Space and Event,Probability,The Axioms of Probability,Bayes TheoremBharath kumar Karanam
 
Introduction to Statistics and Probability
Introduction to Statistics and ProbabilityIntroduction to Statistics and Probability
Introduction to Statistics and ProbabilityBhavana Singh
 
Probabilistic decision making
Probabilistic decision makingProbabilistic decision making
Probabilistic decision makingshri1984
 
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...NishitGajjar7
 

Similar a Probability part 4 (20)

Probability
ProbabilityProbability
Probability
 
probability-120904030152-phpapp01.pdf
probability-120904030152-phpapp01.pdfprobability-120904030152-phpapp01.pdf
probability-120904030152-phpapp01.pdf
 
SAMPLE SPACES and PROBABILITY (3).pptx
SAMPLE SPACES and PROBABILITY (3).pptxSAMPLE SPACES and PROBABILITY (3).pptx
SAMPLE SPACES and PROBABILITY (3).pptx
 
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptx
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptxCHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptx
CHAPTER 1 THEORY OF PROBABILITY AND STATISTICS.pptx
 
Classification of Probability.pptx
Classification of Probability.pptxClassification of Probability.pptx
Classification of Probability.pptx
 
Probability
ProbabilityProbability
Probability
 
Week 2 notes.ppt
Week 2 notes.pptWeek 2 notes.ppt
Week 2 notes.ppt
 
Probablity & queueing theory basic terminologies & applications
Probablity & queueing theory basic terminologies & applicationsProbablity & queueing theory basic terminologies & applications
Probablity & queueing theory basic terminologies & applications
 
Probability
ProbabilityProbability
Probability
 
Presentation (2).pptx
Presentation (2).pptxPresentation (2).pptx
Presentation (2).pptx
 
CLASSICAL PROBABILITY.pptx
CLASSICAL PROBABILITY.pptxCLASSICAL PROBABILITY.pptx
CLASSICAL PROBABILITY.pptx
 
vinayjoshi-131204045346-phpapp02.pdf
vinayjoshi-131204045346-phpapp02.pdfvinayjoshi-131204045346-phpapp02.pdf
vinayjoshi-131204045346-phpapp02.pdf
 
Sample Space and Event,Probability,The Axioms of Probability,Bayes Theorem
Sample Space and Event,Probability,The Axioms of Probability,Bayes TheoremSample Space and Event,Probability,The Axioms of Probability,Bayes Theorem
Sample Space and Event,Probability,The Axioms of Probability,Bayes Theorem
 
What is probability
What is probabilityWhat is probability
What is probability
 
Probability
ProbabilityProbability
Probability
 
Introduction to Statistics and Probability
Introduction to Statistics and ProbabilityIntroduction to Statistics and Probability
Introduction to Statistics and Probability
 
Probability
ProbabilityProbability
Probability
 
Probability theory
Probability theoryProbability theory
Probability theory
 
Probabilistic decision making
Probabilistic decision makingProbabilistic decision making
Probabilistic decision making
 
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...
Chapter – 15 probability maths || CLASS 9 || The World Of presentation youtub...
 

Más de Ismaya Gharini

Worksheet determine the formula of volume of sphere
Worksheet determine the formula of volume of sphereWorksheet determine the formula of volume of sphere
Worksheet determine the formula of volume of sphereIsmaya Gharini
 
Worksheet determine the formula of volume of cylinder and cone
Worksheet determine the formula of volume of cylinder and coneWorksheet determine the formula of volume of cylinder and cone
Worksheet determine the formula of volume of cylinder and coneIsmaya Gharini
 
Worksheet solving problem related sphere
Worksheet solving problem related sphereWorksheet solving problem related sphere
Worksheet solving problem related sphereIsmaya Gharini
 
Worksheet solve problem related cylinder and cone
Worksheet solve problem related cylinder and coneWorksheet solve problem related cylinder and cone
Worksheet solve problem related cylinder and coneIsmaya Gharini
 
Worksheet determine the surface area of a cylinder and a cone
Worksheet determine the surface area of a cylinder and a coneWorksheet determine the surface area of a cylinder and a cone
Worksheet determine the surface area of a cylinder and a coneIsmaya Gharini
 
Lesson plan problem related to cylinder, cone, and sphere
Lesson plan problem related to cylinder, cone, and sphereLesson plan problem related to cylinder, cone, and sphere
Lesson plan problem related to cylinder, cone, and sphereIsmaya Gharini
 
Lesson plan surface area
Lesson plan surface areaLesson plan surface area
Lesson plan surface areaIsmaya Gharini
 
Worksheet elements of non polyhedron
Worksheet elements of non polyhedronWorksheet elements of non polyhedron
Worksheet elements of non polyhedronIsmaya Gharini
 
The element of a cylinder, a cone and a sphere
The element of a cylinder, a cone and a sphereThe element of a cylinder, a cone and a sphere
The element of a cylinder, a cone and a sphereIsmaya Gharini
 
Lesson plan 4th meeting
Lesson plan 4th meetingLesson plan 4th meeting
Lesson plan 4th meetingIsmaya Gharini
 
Lesson plan 3rd meeting
Lesson plan 3rd meetingLesson plan 3rd meeting
Lesson plan 3rd meetingIsmaya Gharini
 
Draw a cylinder, cone, and sphere
Draw a cylinder, cone, and sphereDraw a cylinder, cone, and sphere
Draw a cylinder, cone, and sphereIsmaya Gharini
 
Lesson plan unsur2 tabung, kerucut, dan bola
Lesson plan unsur2 tabung, kerucut, dan bolaLesson plan unsur2 tabung, kerucut, dan bola
Lesson plan unsur2 tabung, kerucut, dan bolaIsmaya Gharini
 
Worksheet elements of non polyhedron
Worksheet elements of non polyhedronWorksheet elements of non polyhedron
Worksheet elements of non polyhedronIsmaya Gharini
 

Más de Ismaya Gharini (20)

Tes mi kirsi
Tes mi kirsiTes mi kirsi
Tes mi kirsi
 
Worksheet determine the formula of volume of sphere
Worksheet determine the formula of volume of sphereWorksheet determine the formula of volume of sphere
Worksheet determine the formula of volume of sphere
 
Worksheet determine the formula of volume of cylinder and cone
Worksheet determine the formula of volume of cylinder and coneWorksheet determine the formula of volume of cylinder and cone
Worksheet determine the formula of volume of cylinder and cone
 
Worksheet solving problem related sphere
Worksheet solving problem related sphereWorksheet solving problem related sphere
Worksheet solving problem related sphere
 
Worksheet solve problem related cylinder and cone
Worksheet solve problem related cylinder and coneWorksheet solve problem related cylinder and cone
Worksheet solve problem related cylinder and cone
 
Worksheet determine the surface area of a cylinder and a cone
Worksheet determine the surface area of a cylinder and a coneWorksheet determine the surface area of a cylinder and a cone
Worksheet determine the surface area of a cylinder and a cone
 
Lesson plan problem related to cylinder, cone, and sphere
Lesson plan problem related to cylinder, cone, and sphereLesson plan problem related to cylinder, cone, and sphere
Lesson plan problem related to cylinder, cone, and sphere
 
Lesson plan volume
Lesson plan volumeLesson plan volume
Lesson plan volume
 
Lesson plan surface area
Lesson plan surface areaLesson plan surface area
Lesson plan surface area
 
Worksheet elements of non polyhedron
Worksheet elements of non polyhedronWorksheet elements of non polyhedron
Worksheet elements of non polyhedron
 
The element of a cylinder, a cone and a sphere
The element of a cylinder, a cone and a sphereThe element of a cylinder, a cone and a sphere
The element of a cylinder, a cone and a sphere
 
Chapter 2.3
Chapter 2.3Chapter 2.3
Chapter 2.3
 
Chapter 2.2
Chapter 2.2Chapter 2.2
Chapter 2.2
 
Chapter 2.1
Chapter 2.1Chapter 2.1
Chapter 2.1
 
Chapter 3.2
Chapter 3.2Chapter 3.2
Chapter 3.2
 
Lesson plan 4th meeting
Lesson plan 4th meetingLesson plan 4th meeting
Lesson plan 4th meeting
 
Lesson plan 3rd meeting
Lesson plan 3rd meetingLesson plan 3rd meeting
Lesson plan 3rd meeting
 
Draw a cylinder, cone, and sphere
Draw a cylinder, cone, and sphereDraw a cylinder, cone, and sphere
Draw a cylinder, cone, and sphere
 
Lesson plan unsur2 tabung, kerucut, dan bola
Lesson plan unsur2 tabung, kerucut, dan bolaLesson plan unsur2 tabung, kerucut, dan bola
Lesson plan unsur2 tabung, kerucut, dan bola
 
Worksheet elements of non polyhedron
Worksheet elements of non polyhedronWorksheet elements of non polyhedron
Worksheet elements of non polyhedron
 

Último

[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 

Último (20)

[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 

Probability part 4

  • 2. Definitions Probability is the mathematics of chance. It tells us the relative frequency with which we can expect an event to occur The greater the probability the more likely the event will occur. It can be written as a fraction, decimal, percent, or ratio.
  • 3. Definitions Certain Impossible .5 1 0 50/50 Probability is the numerical measure of the likelihood that the event will occur. Value is between 0 and 1. Sum of the probabilities of all events is 1.
  • 4. Definitions A probability experiment is an action through which specific results (counts, measurements, or responses) are obtained. The result of a single trial in a probability experiment is an outcome. The set of all possible outcomes of a probability experiment is the sample space, denoted as S. e.g. All 6 faces of a die: S = { 1 , 2 , 3 , 4 , 5 , 6 }
  • 5. Definitions Other Examples of Sample Spaces may include: Lists Tables Grids Venn Diagrams Tree Diagrams May use a combination of these Where appropriate always display your sample space
  • 6. Definitions An event consists of one or more outcomes and is a subset of the sample space. Events are often represented by uppercase letters, such as A, B, or C. Notation: The probability that event E will occur is written P(E) and is read “the probability of event E.”
  • 7. Definitions • The Probability of an Event, E: Consider a pair of Dice • Each of the Outcomes in the Sample Space are random and equally likely to occur. e.g. P( ) = (There are 2 ways to get one 6 and the other 4) P(E) = Number of Event Outcomes Total Number of Possible Outcomes in S 18 1 36 2
  • 8. Definitions There are three types of probability 1. Theoretical Probability Theoretical probability is used when each outcome in a sample space is equally likely to occur. P(E) = Number of Event Outcomes Total Number of Possible Outcomes in S The Ultimate probability formula 
  • 9. Definitions There are three types of probability 2. Experimental Probability Experimental probability is based upon observations obtained from probability experiments. The experimental probability of an event E is the relative frequency of event E P(E) = Number of Event Occurrences Total Number of Observations
  • 10. Definitions There are three types of probability 3. Subjective Probability Subjective probability is a probability measure resulting from intuition, educated guesses, and estimates. Therefore, there is no formula to calculate it. Usually found by consulting an expert.
  • 11. Definitions Law of Large Numbers. As an experiment is repeated over and over, the experimental probability of an event approaches the theoretical probability of the event. The greater the number of trials the more likely the experimental probability of an event will equal its theoretical probability.
  • 12. Complimentary Events The complement of event E is the set of all outcomes in a sample space that are not included in event E. The complement of event E is denoted by Properties of Probability: EorE )(1)( )(1)( 1)()( 1)(0 EPEP EPEP EPEP EP