1) The document discusses two common search algorithms: sequential search and binary search. Sequential search looks at each item in a list sequentially until the target is found. Binary search works on a sorted list and divides the search space in half at each step.
2) It provides pseudocode examples of how each algorithm works step-by-step to find a target value in a list or array.
3) Binary search is more efficient than sequential search when the list is sorted, as it can significantly reduce the number of comparisons needed to find the target. Sequential search is used when the list is unsorted.
Queue is an abstract data structure, somewhat similar to Stacks. Unlike stacks, a queue is open at both its ends. One end is always used to insert data (enqueue) and the other is used to remove data (dequeue). Queue follows First-In-First-Out methodology, i.e., the data item stored first will be accessed first.
Queue is an abstract data structure, somewhat similar to Stacks. Unlike stacks, a queue is open at both its ends. One end is always used to insert data (enqueue) and the other is used to remove data (dequeue). Queue follows First-In-First-Out methodology, i.e., the data item stored first will be accessed first.
Definition of classification
Basic principles of classification
Typical
How Does Classification Works?
Difference between Classification & Prediction.
Machine learning techniques
Decision Trees
k-Nearest Neighbors
What is Object-Oriented Programming ?
What classes, objects, methods ?
How to declare a class ?
How to use class to create an object?
How to declare methods in a class ?
What is a computer?
Computer Organization
Programming languages
Java Class Libraries
Typical Java development environment
Case Study: Unified Modeling Language
Who is Lecturer ?!
Course objectives
Resources
Course guidelines
Assessment
A word about lectures
Sending Home works & Questions
Office Hours
How to be successfully ?!
Course outlines
What is Programming?
Why Programming?
12 نقطة لتحصيل التميز الدراسي في الحياة الجامعية
في البيت
في المحاضرة
ووقت الامتحان
لتقديم تدريب عن بعد أو مباشر يمكنك التواصل معي عبر:
m.farra@cst-kh.edu.ps
whatsapp: 00972597393906
بالتوفيق للجميع
Data mining Course
Chapter 2: Data preparation and processing
Introduction
Domain Expert
Goal identification and Data Understanding
Data Cleaning
Missing values
Noisy Data
Inconsistent Data
Data Integration
Data Transformation
Data Reduction
Feature Selection
Sampling
Discretization
Data mining Course
Chapter 1
Definition of Data Mining
Data Mining as an Interdisciplinary field
The process of Data Mining
Data Mining Tasks
Challenges of Data Mining
Data mining application examples
Introduction to RapidMiner
Graph-Based Technique for Extracting Keyphrases In a Single-Document (GTEK)Mahmoud Alfarra
This paper is the best one in the DataMining session in the ICPET 2018.
Paper about:
Graph-based Technique for Extracting Keyphrases in a single document (GTEK) is introduced.
GTEK is based on the graph-based representation of text.
GTEK motivated by:
A phrase may be important if it appears in the most important sentences in the document.
The Most important KP must cover all sub-topics of document.
GTEK groups the sentences into graph-model clusters. Then ranks them using TextRank algorithm.
Finally, the most frequent phrases in the high ranked sentences are selected as document keyphrases.
Experimental results show that GTEK extracts the most keyphrases of two datasets.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
1. DATA STRUCTURE
Chapter 4: Basic Search
Algorithms
Prepared & Presented by
Mr. Mahmoud R. Alfarra
2010-2011
College of Science & Technology
Dep. Of Computer Science & IT
BCs of Information Technology
http://mfarra.cst.ps
2. Out Line
Introduction
Sequential Search Algorithm
Binary Search Algorithm
Which is the best ?
Search and sorting in Array List
2
3. Introduction
Searching for data is a fundamental computer
programming task and one that has been
studied for many years.
There are two fundamental ways to search for
data in a list: the sequential search and the
binary search.
3
4. Sequential Search
Algorithm
4
The most obvious type of search is to begin at
the beginning of a set of records and move
through each record until you find the record
you are looking for or you come to the end of
the records. This is called a sequential search.
A sequential search (also called a linear
search) is very easy to implement.
5. Sequential Search
Algorithm
5
2 5 81 88 90 99
7 9 34 55 56 66 79 80
1 2 3 4 5 6 7 8 9 10 11 12 13
Wanted = 80
array
0
==
؟
.... ....
The wanted value at comparison number 10 and position 9
6. Sequential Search Algorithm
6
1. static void Main(string[] args)
2. { int[] a = { 10, 2, 34, 4, 3, 1, 100 };
3. int wanted = 1;
4. int target_index=-1;
5. for (int i = 0; i < a.Length; i++)
6. if (a[i] == wanted) {
7. target_index = i;
8. break; }
9. if (target_index >= 0)
10. Console.WriteLine(" The wanted value exist at
position: "+(target_index+1)+"'th");
11. Console.Read(); }
Practice: Reprogram
this problem using
string data.
7. Binary Search Algorithm
7
When the records you are searching through
are sorted into order, you can perform a more
efficient search than the sequential search to
find a value. This search is called a binary
search.
To use this algorithm, we first need our data
stored in order (ascending, preferably) in an
array.
11. Binary Search Algorithm
11
البيانات تراكيب مساق
إعداد العلمية المادة
/
أ
.
ا َّالفــر رفيق محمود
1. static void Main(string[] args) {
2. int[] a = { 2, 3, 5, 8, 10, 23, 30};
3. int wanted = 23;
4. int start = 0;
5. int last = a.Length - 1;
6. int middle = (last + start) / 2;
7. int result =0;
8. while (start < last) {
9. middle = (last + start) / 2;
10. if (a[middle] == wanted) {
11. result = 1;
12. break; }
13. else if (a[middle] < wanted)
14. start = middle + 1;
15. else
16. last = middle - 1; }
17. if (result == 1)
18. Console.WriteLine("The wanted element is exist at: " +
middle);
19. else
20. Console.WriteLine("The wanted element does not exist ");
To understand:
trace step by step
To practice: try with
string data
More practice: try with
2-D array
12. Which is the best ?
12
Sequential search is used when the items in
the list are in random order.
Binary search is used when the items are
sorted in the list.
13. Search and sorting in Array List
13
1. static void Main(string[] args) {
2. ArrayList a = new ArrayList();
3. a.Add(20);
4. a.Add(4);
5. a.Add(3);
6. a.Sort();
7. int result = a.BinarySearch(3);
8. Console.WriteLine(" position of 3 at : " + result);
9. result = a.BinarySearch(7);
10. Console.WriteLine(" position of 7 at : " + result);
11. Console.WriteLine();
12. foreach (object x in a)
13. Console.WriteLine(" " + x);
14. Console.ReadLine(); }