SlideShare a Scribd company logo
1 of 35
CS 332: Algorithms Introduction to heapsort
Review: The Master Theorem ,[object Object],[object Object],[object Object],[object Object]
Review: The Master Theorem ,[object Object]
Sorting Revisited ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Heaps 16 14 10 8 7 9 3 2 4 1
[object Object],[object Object],Heaps 16 14 10 8 7 9 3 2 4 1 1 1 1 1 1
Heaps ,[object Object],16 14 10 8 7 9 3 2 4 1 A = = 16 14 10 8 7 9 3 2 4 1
Heaps ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],16 14 10 8 7 9 3 2 4 1 A = = 16 14 10 8 7 9 3 2 4 1
Referencing Heap Elements ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Heap Property ,[object Object],[object Object],[object Object],[object Object]
Heap Height ,[object Object],[object Object],[object Object],[object Object],[object Object]
Heap Operations: Heapify() ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Heap Operations: Heapify() ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Heapify() Example 16 4 10 14 7 9 3 2 8 1 16 4 10 14 7 9 3 2 8 1 A =
Heapify() Example 16 4 10 14 7 9 3 2 8 1 16 10 14 7 9 3 2 8 1 A = 4
Heapify() Example 16 4 10 14 7 9 3 2 8 1 16 10 7 9 3 2 8 1 A = 4 14
Heapify() Example 16 14 10 4 7 9 3 2 8 1 16 14 10 4 7 9 3 2 8 1 A =
Heapify() Example 16 14 10 4 7 9 3 2 8 1 16 14 10 7 9 3 2 8 1 A = 4
Heapify() Example 16 14 10 4 7 9 3 2 8 1 16 14 10 7 9 3 2 1 A = 4 8
Heapify() Example 16 14 10 8 7 9 3 2 4 1 16 14 10 8 7 9 3 2 4 1 A =
Heapify() Example 16 14 10 8 7 9 3 2 4 1 16 14 10 8 7 9 3 2 1 A = 4
Heapify() Example 16 14 10 8 7 9 3 2 4 1 16 14 10 8 7 9 3 2 4 1 A =
Analyzing Heapify(): Informal ,[object Object],[object Object],[object Object]
Analyzing Heapify(): Formal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analyzing Heapify(): Formal ,[object Object],[object Object],[object Object],[object Object],[object Object]
Heap Operations: BuildHeap() ,[object Object],[object Object],[object Object],[object Object],[object Object]
BuildHeap() ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
BuildHeap() Example ,[object Object],4 1 3 2 16 9 10 14 8 7
Analyzing BuildHeap() ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analyzing BuildHeap(): Tight ,[object Object],[object Object],[object Object],[object Object],[object Object]
Heapsort ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Heapsort ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analyzing Heapsort ,[object Object],[object Object],[object Object]
Priority Queues ,[object Object],[object Object],[object Object],[object Object],[object Object]
Priority Queue Operations ,[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

The Joy of SciPy
The Joy of SciPyThe Joy of SciPy
The Joy of SciPykammeyer
 
An adaptive algorithm for detection of duplicate records
An adaptive algorithm for detection of duplicate recordsAn adaptive algorithm for detection of duplicate records
An adaptive algorithm for detection of duplicate recordsLikan Patra
 
A Commutative Alternative to Fractional Calculus on k-Differentiable Functions
A Commutative Alternative to Fractional Calculus on k-Differentiable FunctionsA Commutative Alternative to Fractional Calculus on k-Differentiable Functions
A Commutative Alternative to Fractional Calculus on k-Differentiable FunctionsMatt Parker
 
05 heap 20161110_jintaeks
05 heap 20161110_jintaeks05 heap 20161110_jintaeks
05 heap 20161110_jintaeksJinTaek Seo
 
A peek on numerical programming in perl and python e christopher dyken 2005
A peek on numerical programming in perl and python  e christopher dyken  2005A peek on numerical programming in perl and python  e christopher dyken  2005
A peek on numerical programming in perl and python e christopher dyken 2005Jules Krdenas
 
heap Sort Algorithm
heap  Sort Algorithmheap  Sort Algorithm
heap Sort AlgorithmLemia Algmri
 
.Net 4.0 Threading and Parallel Programming
.Net 4.0 Threading and Parallel Programming.Net 4.0 Threading and Parallel Programming
.Net 4.0 Threading and Parallel ProgrammingAlex Moore
 
Chap8 part ii
Chap8 part iiChap8 part ii
Chap8 part iiLoc Tran
 
Tensorflow in practice by Engineer - donghwi cha
Tensorflow in practice by Engineer - donghwi chaTensorflow in practice by Engineer - donghwi cha
Tensorflow in practice by Engineer - donghwi chaDonghwi Cha
 
Data Structure and Algorithms Heaps and Trees
Data Structure and Algorithms Heaps and TreesData Structure and Algorithms Heaps and Trees
Data Structure and Algorithms Heaps and TreesManishPrajapati78
 
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and Spark
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and SparkCrystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and Spark
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and SparkJivan Nepali
 
The passive power point : The present continuous and The present perfect
The passive power point : The present continuous and The present perfectThe passive power point : The present continuous and The present perfect
The passive power point : The present continuous and The present perfectIsmail hegazy
 
Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
Bag of Timestamps: A Simple and Efficient Bayesian Chronological MiningBag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
Bag of Timestamps: A Simple and Efficient Bayesian Chronological MiningTomonari Masada
 
Graphing day 2 worked
Graphing day 2 workedGraphing day 2 worked
Graphing day 2 workedJonna Ramsey
 

What's hot (20)

The Joy of SciPy
The Joy of SciPyThe Joy of SciPy
The Joy of SciPy
 
An adaptive algorithm for detection of duplicate records
An adaptive algorithm for detection of duplicate recordsAn adaptive algorithm for detection of duplicate records
An adaptive algorithm for detection of duplicate records
 
A Commutative Alternative to Fractional Calculus on k-Differentiable Functions
A Commutative Alternative to Fractional Calculus on k-Differentiable FunctionsA Commutative Alternative to Fractional Calculus on k-Differentiable Functions
A Commutative Alternative to Fractional Calculus on k-Differentiable Functions
 
05 heap 20161110_jintaeks
05 heap 20161110_jintaeks05 heap 20161110_jintaeks
05 heap 20161110_jintaeks
 
Heap and heapsort
Heap and heapsortHeap and heapsort
Heap and heapsort
 
A peek on numerical programming in perl and python e christopher dyken 2005
A peek on numerical programming in perl and python  e christopher dyken  2005A peek on numerical programming in perl and python  e christopher dyken  2005
A peek on numerical programming in perl and python e christopher dyken 2005
 
heap Sort Algorithm
heap  Sort Algorithmheap  Sort Algorithm
heap Sort Algorithm
 
Heap sort
Heap sortHeap sort
Heap sort
 
Heap_Sort1.pptx
Heap_Sort1.pptxHeap_Sort1.pptx
Heap_Sort1.pptx
 
.Net 4.0 Threading and Parallel Programming
.Net 4.0 Threading and Parallel Programming.Net 4.0 Threading and Parallel Programming
.Net 4.0 Threading and Parallel Programming
 
NumPy/SciPy Statistics
NumPy/SciPy StatisticsNumPy/SciPy Statistics
NumPy/SciPy Statistics
 
Chap8 part ii
Chap8 part iiChap8 part ii
Chap8 part ii
 
Tensorflow in practice by Engineer - donghwi cha
Tensorflow in practice by Engineer - donghwi chaTensorflow in practice by Engineer - donghwi cha
Tensorflow in practice by Engineer - donghwi cha
 
Data Structure and Algorithms Heaps and Trees
Data Structure and Algorithms Heaps and TreesData Structure and Algorithms Heaps and Trees
Data Structure and Algorithms Heaps and Trees
 
Heap
HeapHeap
Heap
 
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and Spark
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and SparkCrystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and Spark
Crystal Ball Event Prediction and Log Analysis with Hadoop MapReduce and Spark
 
The passive power point : The present continuous and The present perfect
The passive power point : The present continuous and The present perfectThe passive power point : The present continuous and The present perfect
The passive power point : The present continuous and The present perfect
 
Linear sorting
Linear sortingLinear sorting
Linear sorting
 
Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
Bag of Timestamps: A Simple and Efficient Bayesian Chronological MiningBag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
 
Graphing day 2 worked
Graphing day 2 workedGraphing day 2 worked
Graphing day 2 worked
 

Viewers also liked

lecture 4
lecture 4lecture 4
lecture 4sajinsc
 
IPv6: Internet Protocol version 6
IPv6: Internet Protocol version 6IPv6: Internet Protocol version 6
IPv6: Internet Protocol version 6Ankita Mahajan
 
Recurrence relationclass 5
Recurrence relationclass 5Recurrence relationclass 5
Recurrence relationclass 5Kumar
 
Master method theorem
Master method theoremMaster method theorem
Master method theoremRajendran
 
Introduction To Digital Signatures
Introduction To Digital SignaturesIntroduction To Digital Signatures
Introduction To Digital SignaturesRobert Talbert
 
Ipv6 the next generation protocol
Ipv6 the next generation protocolIpv6 the next generation protocol
Ipv6 the next generation protocolPRADEEP Cheekatla
 
Digital signatures
Digital signaturesDigital signatures
Digital signaturesIshwar Dayal
 
Public Key Cryptography and RSA algorithm
Public Key Cryptography and RSA algorithmPublic Key Cryptography and RSA algorithm
Public Key Cryptography and RSA algorithmIndra97065
 
Seminar ppt on digital signature
Seminar ppt on digital signatureSeminar ppt on digital signature
Seminar ppt on digital signaturejolly9293
 
Digital Signature
Digital SignatureDigital Signature
Digital Signaturesaurav5884
 
Introduction to Digital signatures
Introduction to Digital signaturesIntroduction to Digital signatures
Introduction to Digital signaturesRohit Bhat
 

Viewers also liked (17)

lecture 4
lecture 4lecture 4
lecture 4
 
07 dc3
07 dc307 dc3
07 dc3
 
IPv6: Internet Protocol version 6
IPv6: Internet Protocol version 6IPv6: Internet Protocol version 6
IPv6: Internet Protocol version 6
 
Recurrence relationclass 5
Recurrence relationclass 5Recurrence relationclass 5
Recurrence relationclass 5
 
Master method theorem
Master method theoremMaster method theorem
Master method theorem
 
IPv6 Overview
IPv6 OverviewIPv6 Overview
IPv6 Overview
 
Introduction To Digital Signatures
Introduction To Digital SignaturesIntroduction To Digital Signatures
Introduction To Digital Signatures
 
IPv6
IPv6IPv6
IPv6
 
Ipv6 the next generation protocol
Ipv6 the next generation protocolIpv6 the next generation protocol
Ipv6 the next generation protocol
 
Digital signatures
Digital signaturesDigital signatures
Digital signatures
 
Public Key Cryptography and RSA algorithm
Public Key Cryptography and RSA algorithmPublic Key Cryptography and RSA algorithm
Public Key Cryptography and RSA algorithm
 
Ipv6
Ipv6Ipv6
Ipv6
 
Seminar ppt on digital signature
Seminar ppt on digital signatureSeminar ppt on digital signature
Seminar ppt on digital signature
 
IPv6
IPv6IPv6
IPv6
 
Digital Signature
Digital SignatureDigital Signature
Digital Signature
 
Introduction to Digital signatures
Introduction to Digital signaturesIntroduction to Digital signatures
Introduction to Digital signatures
 
Master theorem
Master theoremMaster theorem
Master theorem
 

Similar to lecture 5

Heap Sort (project).ppt
Heap Sort (project).pptHeap Sort (project).ppt
Heap Sort (project).pptSudhaPatel11
 
Heap Sort (project).ppt
Heap Sort (project).pptHeap Sort (project).ppt
Heap Sort (project).pptAmitShou
 
Applicationof datastructures
Applicationof datastructuresApplicationof datastructures
Applicationof datastructuresHitesh Wagle
 
Applicationof datastructures
Applicationof datastructuresApplicationof datastructures
Applicationof datastructuresHitesh Wagle
 
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic Progamming
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic ProgammingAlgorithm Design and Complexity - Course 4 - Heaps and Dynamic Progamming
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic ProgammingTraian Rebedea
 
Algorithm chapter 6
Algorithm chapter 6Algorithm chapter 6
Algorithm chapter 6chidabdu
 
Design and Analysis of Algorithms Exam Help
Design and Analysis of Algorithms Exam HelpDesign and Analysis of Algorithms Exam Help
Design and Analysis of Algorithms Exam HelpProgramming Exam Help
 
Analysis of Algorithms-Heapsort
Analysis of Algorithms-HeapsortAnalysis of Algorithms-Heapsort
Analysis of Algorithms-HeapsortReetesh Gupta
 
computer notes - Data Structures - 26
computer notes - Data Structures - 26computer notes - Data Structures - 26
computer notes - Data Structures - 26ecomputernotes
 
Data Structures- Part5 recursion
Data Structures- Part5 recursionData Structures- Part5 recursion
Data Structures- Part5 recursionAbdullah Al-hazmy
 

Similar to lecture 5 (20)

Algorithms - "heap sort"
Algorithms - "heap sort"Algorithms - "heap sort"
Algorithms - "heap sort"
 
Heaps
HeapsHeaps
Heaps
 
Heap Sort (project).ppt
Heap Sort (project).pptHeap Sort (project).ppt
Heap Sort (project).ppt
 
Cis435 week05
Cis435 week05Cis435 week05
Cis435 week05
 
Chapter 10 ds
Chapter 10 dsChapter 10 ds
Chapter 10 ds
 
Heap Sort (project).ppt
Heap Sort (project).pptHeap Sort (project).ppt
Heap Sort (project).ppt
 
Heap Sort (project).ppt
Heap Sort (project).pptHeap Sort (project).ppt
Heap Sort (project).ppt
 
Heapsort quick sort
Heapsort quick sortHeapsort quick sort
Heapsort quick sort
 
Applicationof datastructures
Applicationof datastructuresApplicationof datastructures
Applicationof datastructures
 
Applicationof datastructures
Applicationof datastructuresApplicationof datastructures
Applicationof datastructures
 
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic Progamming
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic ProgammingAlgorithm Design and Complexity - Course 4 - Heaps and Dynamic Progamming
Algorithm Design and Complexity - Course 4 - Heaps and Dynamic Progamming
 
heapsort_bydinesh
heapsort_bydineshheapsort_bydinesh
heapsort_bydinesh
 
Computer Network Assignment Help
Computer Network Assignment HelpComputer Network Assignment Help
Computer Network Assignment Help
 
Algorithm chapter 6
Algorithm chapter 6Algorithm chapter 6
Algorithm chapter 6
 
Unit III Heaps.ppt
Unit III Heaps.pptUnit III Heaps.ppt
Unit III Heaps.ppt
 
Design and Analysis of Algorithms Exam Help
Design and Analysis of Algorithms Exam HelpDesign and Analysis of Algorithms Exam Help
Design and Analysis of Algorithms Exam Help
 
Analysis of Algorithms-Heapsort
Analysis of Algorithms-HeapsortAnalysis of Algorithms-Heapsort
Analysis of Algorithms-Heapsort
 
Tower of Hanoi.ppt
Tower of Hanoi.pptTower of Hanoi.ppt
Tower of Hanoi.ppt
 
computer notes - Data Structures - 26
computer notes - Data Structures - 26computer notes - Data Structures - 26
computer notes - Data Structures - 26
 
Data Structures- Part5 recursion
Data Structures- Part5 recursionData Structures- Part5 recursion
Data Structures- Part5 recursion
 

More from sajinsc

lecture 30
lecture 30lecture 30
lecture 30sajinsc
 
lecture 29
lecture 29lecture 29
lecture 29sajinsc
 
lecture 28
lecture 28lecture 28
lecture 28sajinsc
 
lecture 27
lecture 27lecture 27
lecture 27sajinsc
 
lecture 26
lecture 26lecture 26
lecture 26sajinsc
 
lecture 25
lecture 25lecture 25
lecture 25sajinsc
 
lecture 24
lecture 24lecture 24
lecture 24sajinsc
 
lecture 23
lecture 23lecture 23
lecture 23sajinsc
 
lecture 22
lecture 22lecture 22
lecture 22sajinsc
 
lecture 21
lecture 21lecture 21
lecture 21sajinsc
 
lecture 20
lecture 20lecture 20
lecture 20sajinsc
 
lecture 19
lecture 19lecture 19
lecture 19sajinsc
 
lecture 18
lecture 18lecture 18
lecture 18sajinsc
 
lecture 17
lecture 17lecture 17
lecture 17sajinsc
 
lecture 16
lecture 16lecture 16
lecture 16sajinsc
 
lecture 15
lecture 15lecture 15
lecture 15sajinsc
 
lecture 14
lecture 14lecture 14
lecture 14sajinsc
 
lecture 13
lecture 13lecture 13
lecture 13sajinsc
 
lecture 12
lecture 12lecture 12
lecture 12sajinsc
 
lecture 11
lecture 11lecture 11
lecture 11sajinsc
 

More from sajinsc (20)

lecture 30
lecture 30lecture 30
lecture 30
 
lecture 29
lecture 29lecture 29
lecture 29
 
lecture 28
lecture 28lecture 28
lecture 28
 
lecture 27
lecture 27lecture 27
lecture 27
 
lecture 26
lecture 26lecture 26
lecture 26
 
lecture 25
lecture 25lecture 25
lecture 25
 
lecture 24
lecture 24lecture 24
lecture 24
 
lecture 23
lecture 23lecture 23
lecture 23
 
lecture 22
lecture 22lecture 22
lecture 22
 
lecture 21
lecture 21lecture 21
lecture 21
 
lecture 20
lecture 20lecture 20
lecture 20
 
lecture 19
lecture 19lecture 19
lecture 19
 
lecture 18
lecture 18lecture 18
lecture 18
 
lecture 17
lecture 17lecture 17
lecture 17
 
lecture 16
lecture 16lecture 16
lecture 16
 
lecture 15
lecture 15lecture 15
lecture 15
 
lecture 14
lecture 14lecture 14
lecture 14
 
lecture 13
lecture 13lecture 13
lecture 13
 
lecture 12
lecture 12lecture 12
lecture 12
 
lecture 11
lecture 11lecture 11
lecture 11
 

Recently uploaded

CHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxCHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxAneriPatwari
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWQuiz Club NITW
 
ARTERIAL BLOOD GAS ANALYSIS........pptx
ARTERIAL BLOOD  GAS ANALYSIS........pptxARTERIAL BLOOD  GAS ANALYSIS........pptx
ARTERIAL BLOOD GAS ANALYSIS........pptxAneriPatwari
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...Nguyen Thanh Tu Collection
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17Celine George
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1GloryAnnCastre1
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesVijayaLaxmi84
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17Celine George
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxAnupam32727
 
Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Celine George
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfPrerana Jadhav
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operationalssuser3e220a
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvRicaMaeCastro1
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Association for Project Management
 

Recently uploaded (20)

CHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxCHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptx
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITW
 
ARTERIAL BLOOD GAS ANALYSIS........pptx
ARTERIAL BLOOD  GAS ANALYSIS........pptxARTERIAL BLOOD  GAS ANALYSIS........pptx
ARTERIAL BLOOD GAS ANALYSIS........pptx
 
Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their uses
 
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptxINCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
 
Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17
 
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of EngineeringFaculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdf
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operational
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
 

lecture 5