This document provides an introduction to database design and applications (DBDA). It discusses the differences between file systems and database management systems (DBMS)/relational database management systems (RDBMS). It also covers the three schema architecture of a DBMS, including the conceptual, internal, and external schemas. Additionally, it discusses data independence and the advantages of using a DBMS compared to a file system. The document provides a brief history of DBMS and describes some popular DBMS software. It also outlines the characteristics, advantages, and disadvantages of using a DBMS.
advantages of using DBMS over traditional file systems; Three schema architecture; Data independence; DBMS architecture. FILE SYSTEM VS DBMS/RDBMS
THREE SCHEMA ARCHITECURE OF DBMS
DATA INDEPENDANCE
DBMS ARCHITECTURE
Understanding Arrays in MATLAB, Representation and Operation on Arrays
Arrays: Creation , Accessing Elements , Sub Arrays, Representation, Operations
1. Maximum and Minimum values in Matrix
2. Potential Energy-Spring Problem
advantages of using DBMS over traditional file systems; Three schema architecture; Data independence; DBMS architecture. FILE SYSTEM VS DBMS/RDBMS
THREE SCHEMA ARCHITECURE OF DBMS
DATA INDEPENDANCE
DBMS ARCHITECTURE
Understanding Arrays in MATLAB, Representation and Operation on Arrays
Arrays: Creation , Accessing Elements , Sub Arrays, Representation, Operations
1. Maximum and Minimum values in Matrix
2. Potential Energy-Spring Problem
OBJECT ORIENTED PROGRAMMING LANGUAGE - SHORT NOTESsuthi
Short Notes on OOP
Object-oriented programming (OOP) is a programming paradigm based on the concept of "objects", which can contain data, in the form of fields (often known as attributes or properties), and code, in the form of procedures (often known as methods). A feature of objects is an object's procedures that can access and often modify the data fields of the object with which they are associated (objects have a notion of "this" or "self"). In OOP, computer programs are designed by making them out of objects that interact with one another. OOP languages are diverse, but the most popular ones are class-based, meaning that objects are instances of classes, which also determine their types.
Database systems that were based on the object data model were known originally as object-oriented databases (OODBs).These are mainly used for complex objects
Structured Query Language
SQL Commands:
• The standard SQL commands to interact with relational databases are CREATE, SELECT, INSERT, UPDATE, DELETE and DROP
OBJECT ORIENTED PROGRAMMING LANGUAGE - SHORT NOTESsuthi
Short Notes on OOP
Object-oriented programming (OOP) is a programming paradigm based on the concept of "objects", which can contain data, in the form of fields (often known as attributes or properties), and code, in the form of procedures (often known as methods). A feature of objects is an object's procedures that can access and often modify the data fields of the object with which they are associated (objects have a notion of "this" or "self"). In OOP, computer programs are designed by making them out of objects that interact with one another. OOP languages are diverse, but the most popular ones are class-based, meaning that objects are instances of classes, which also determine their types.
Database systems that were based on the object data model were known originally as object-oriented databases (OODBs).These are mainly used for complex objects
Structured Query Language
SQL Commands:
• The standard SQL commands to interact with relational databases are CREATE, SELECT, INSERT, UPDATE, DELETE and DROP
Database management system full theory portion is covered. It's helpful to students who are in any management courses.all the best to all of you, this ppt might be helpful for you.Database management system full theory portion is covered. It's helpful to students who are in any management courses.all the best to all of you, this ppt might be helpful for you.Database management system full theory portion is covered. It's helpful to students who are in any management courses.all the best to all of you, this ppt might be helpful for you.Database management system full theory portion is covered. It's helpful to students who are in any management courses.all the best to all of you, this ppt might be helpful for you.
INTRODUCTION
3NF and BCNF
Decomposition requirements
Lossless join decomposition
Dependency preserving decomposition
Disk pack features
Records and Files
Ordered and Unordered files
2NF,NF,3NF,BCNF
INTRODUCTION
Relational Query Languages
Formal Query Languages
Introduction to relational algebra
Set Operators Join operator
Aggregate functions, Grouping
Relational Calculus concepts
Introduction to Structured Query Language (SQL)
Features of SQL, DDL Statements
1 Planning the Computer Program
2 Uses of Algorithm
3 Flow Charts
4 Pseudo code Applications: To produce an ordered sequence of steps, that describe solution of a problem.
1.History of C Language, Structure of a C program, Statements, Basic Data Types, Variables &Constants, Input & Output statements, Operators and Precedence, Expressions, Simple C programs.
Memory Hierarchy
RAM
Memory Chip Organization
ROM
Flash Memory
Types of Programming Languages
Compiler vs Interpreter vs Assembler
Types of programming languages
Compiler vs interpreter vs assembler
high level language vs assembly level language vs low level language
1.1Explain types of Input Devices (Keyboard, Mouse, Pen, and Touch Screen Scanners, Output Devices (Monitor, printer, Speakers, Projectors) and of Storage Devices (Hard Disks, CD-ROMS, DVD-ROMS, USB Storage)[D] Operate computer and its peripherals
1.2 Booting the computer. Common start-up errors and their remedies.
Connecting peripherals – keyboard, mouse, monitor, power cables,
UPS to the computer and checking all connections. Demonstrate procedure for the installation of setting up a new computer along with other peripherals (keyboard, scanner, printer)[M]
1.3Demonstrate Keyboard layout and functions of different keys.[M]
1.4Demonstrate Proper shut down of PC, and explain precautions to avoid an improper shut down.[M]
1.5Identifying the different hardware parts in the PC.[M]
1.6Determining the configuration of the PC.[M]
1.7 Explain types of Central Processing Unit (Processors, RAM, ROM)[M]
1.8 Demonstrate procedure for installation /
replacement / maintenance procedures for hard disk and other peripherals.[D]
Introduction
Plotting basic 2-D plots.
The plot command
The fplot command
Plotting multiple graphs in the same plot
Formatting plots
USING THE plot() COMMAND TO PLOT
MULTIPLE GRAPHS IN THE SAME PLOT
MATLAB PROGRAM TO PLOT VI CHARACTERISTICS OF A DIODE
SUMMARY
Arrays
Array Creation , Accessing Elements
Sub Arrays, Representation, Operations
Maximum and Minimum values in Matrix
Potential Energy-Spring Problem
SUMMARY
An introduction to AI,ML,DL
Working of AI System
Scope of AI ,Cyber Security and BCT in Marine
Marine Education Scope of AI and BCT
Changes Required in Curriculum
Cyber security in Marine field
Parametric Analysis
Skill Set Requirement
Introduction
Overview of Loop statement
For loop
While loop
Nested loop
While loop vs for loop
prime number using matlab
armstrong number using matlab
special number using matlab
magic number using matlab
perfect number using matlab
pattern display number using matlab
palindrome number using matlab
fibonnacci series using matlab
MS word complete tutorials,Topics to be covered :
1. Create and save documentation.
2. Open, find, and rename files and folders.
3. Use “Formatting Toolbar”.
4. Use spelling and grammar checks in the document.
5. Use “Headers and Footers”.
6. Insert symbols and pictures.
7. Create tables in MS-Word.
8. Use formulas in MS –WORD Mail merge, Embedding Excel to WORD. Applications : To create a professional grade document.
Guidelines for ER to Relational Mapping.
Mapping rules/ guidelines for mapping various ER constructs to Relational model with appropriate examples
Relational Query Languages Formal Query Languages
Introduction to Relational Algebra
Relational operators
Set operators
Join operators
Aggregate functions.
Grouping operator
Relational Calculus concepts
Relational algebra queries for data retrieval with sample relational schemas. relational algebra operations.
What is Relational model
Characteristics
Relational constraints
Representation of schemas
characteristics and Constraints of Relational model with proper examples.
Updates and dealing with constraint violations in Relational model
Steps in Database Design Process
ER Concepts (Entities, Attributes, Associations, etc)
ER Notations
Class Hierarchies
ER concepts, notations with appropriate examples. how to model databases using ER techniques.
Learning to write programs using selection
Condition: Relational and Logical Expressions , Conditional Statements (if statement) , Choosing from Multiple Alternatives
Exercises in writing conditions using relational, logical operations, writing programs involving if statement, if-else, if- elseif and switch case statements in MATLAB
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
The Internet of Things (IoT) is a revolutionary concept that connects everyday objects and devices to the internet, enabling them to communicate, collect, and exchange data. Imagine a world where your refrigerator notifies you when you’re running low on groceries, or streetlights adjust their brightness based on traffic patterns – that’s the power of IoT. In essence, IoT transforms ordinary objects into smart, interconnected devices, creating a network of endless possibilities.
Here is a blog on the role of electrical and electronics engineers in IOT. Let's dig in!!!!
For more such content visit: https://nttftrg.com/
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Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
8. Introduction (File system vs DBMS)
DBMS Flat File Management System
Multi-user access It does not support multi-user access
Design to fulfill the need for small and large
businesses
It is only limited to smaller DBMS system.
Remove redundancy and Integrity Redundancy and Integrity issues
Expensive. But in the long term Total Cost of
Ownership is cheap
It's cheaper
Easy to implement complicated transactions No support for complicated transactions
9. History of DBMS
Here, are the important landmarks from the history:
1960 - Charles Bachman designed first DBMS system
1970 - Codd introduced IBM'S Information Management System (IMS)
1976- Peter Chen coined and defined the Entity-relationship model also
know as the ER model
1980 - Relational Model becomes a widely accepted database component
1985- Object-oriented DBMS develops.
1990s- Incorporation of object-orientation in relational DBMS.
1991- Microsoft ships MS access, a personal DBMS and that displaces all
other personal DBMS products.
1995: First Internet database applications
1997: XML applied to database processing. Many vendors begin to
integrate XML into DBMS products.
10. Characteristics of DBMS
•Provides security and removes redundancy
•Self-describing nature of a database system
•Insulation between programs and data abstraction
•Support of multiple views of the data
•Sharing of data and multiuser transaction processing
•DBMS allows entities and relations among them to form
tables.
•It follows the ACID concept ( Atomicity, Consistency,
Isolation, and Durability).
•DBMS supports multi-user environment that allows users
to access and manipulate data in parallel.
11. Characteristics of DBMS
•Provides security and removes redundancy
•Self-describing nature of a database system
•Insulation between programs and data abstraction
•Support of multiple views of the data
Sharing of dPopular DBMS Software
Here, is the list of some popular DBMS system:
MySQL
Microsoft Access
Oracle
PostgreSQL
dBASE
FoxPro
SQLite
IBM DB2
LibreOffice Base
MariaDB
Microsoft SQL Server etc.
12. DBMS Advantages
DBMS may offer plenty of advantages
DBMS offers a variety of techniques to store & retrieve data
DBMS serves as an efficient handler to balance the needs of multiple applications using
the same data
Uniform administration procedures for data
Application programmers never exposed to details of data representation and storage.
A DBMS uses various powerful functions to store and retrieve data efficiently.
Offers Data Integrity and Security
The DBMS implies integrity constraints to get a high level of protection against prohibited
access to data.
A DBMS schedules concurrent access to the data in such a manner that only one user can
access the same data at a time
Reduced Application Development Time
13. DBMS Disadvantages
DBMS may offer plenty of advantages but, it has certain flaws-
Cost of Hardware and Software of a DBMS is quite high which increases the budget of
your organization.
Most database management systems are often complex systems, so the training for users
to use the DBMS is required.
In some organizations, all data is integrated into a single database which can be
damaged because of electric failure or database is corrupted on the storage media
Use of the same program at a time by many users sometimes lead to the loss of some
data.
DBMS can't perform sophisticated calculations DBMS may offer plenty of advantages but,
it has certain flaws-
Cost of Hardware and Software of a DBMS is quite high which increases the budget of
your organization.
Most database management systems are often complex systems, so the training for users
to use the DBMS is required.
In some organizations, all data is integrated into a single database which can be
damaged because of electric failure or database is corrupted on the storage media
Use of the same program at a time by many users sometimes lead to the loss of some
data.
DBMS can't perform sophisticated calculations
14. DBMS Users
Component Name Task
Application Programmers The Application programmers write programs in
various programming languages to interact with
databases.
Database Administrators Database Admin is responsible for managing the
entire DBMS system. He/She is called Database
admin or DBA.
End-Users The end users are the people who interact with
the database management system. They conduct
various operations on database like retrieving,
updating, deleting, etc.
25. Session objective
Quick look of previous Session
EER Concepts and notations
Modelling class hierarchies
Tutorial 1: EER modelling
Relational model concepts
Relational data model constraints
Mapping ER Constructs to relations
27. Participation constraint
How an entity participate in a relationship???
Total: If every entity in E participates in t=atleast one
relationship in R
Eg. Student elective subjects at least register for a course.
Partial: Some entities in E participates in in relationship R
Eg. Student and CR relation( not all the students are
participated for being CR)
28. ER ASSIGNMENT
Draw an ER diagram with following constraint
Design a database for film
There are no actors in this database that have been in no movies.
b. There are some actors who have acted in more than ten movies.
c. Some actors have done a lead role in multiple movies.
d. A movie can have only a maximum of two lead actors.
e. Every director has been an actor in some movie.
f. No producer has ever been an actor.
g. A producer cannot be an actor in some other movie.
h. There are movies with more than a dozen actors.
i. Some producers have been a director as well.
j. Most movies have one director and one producer.
k. Some movies have one director but several producers.
l. There are some actors who have done a lead role, directed a movie,
and produced some movie.
m. No movie has a director who also acted in that movie.
31. EER features
1)Generalization: Abstracting process of viewing sets of objects as a
single general class. Bottom up approach.
2) Specialization: Introducing new characteristics to an existing class of
objects to create new class .Top down approach.
3)Aggregation :Compiling information on an object ,thereby abstracting
higher level object.
Sub class
Super class
Inheritance and types WRT to DBMS
34. ER diagram to set of Table conversion i.e. converting ER model to
relational data model .
In relational data model we represent real model in to collection of
relations.
Relation=table
Domain???
Tuple/record/row
Attribute/column/
Relational model concepts
37. Relational data model constraints Key in Relation
A key allows to identify a set of attributes to distinguish
entities from each other.
Key attribute set KAS
Key attribute KA
Types of key:
Superkey: Set of one or more attributes that allows to
identify an entity uniquely.(It may contain extra
attributes)eg. {Std_Id,Std_Name,Mobile_no,EmailId}
Candidate key: It is minimal set of super key which can
uniquely identify an entity. eg. {Std_Id} not id and name
both.
New definition: SK for which no subset is a superkey.
38. Relational data model constraints Key in Relation
Note : More than one CK is possible in relation
Suppose we have 5 CK
Primary key: vvimp
Chosen by DBA very important to identify the entity and the record.
Eg.???
Alternate Key/s:
CK-PK=AK ,5-1=4 . All 4 can become PK but not chosen by DBA.
Secondary Key:
Used for data retrieval. Eg.Emp_id(PK) ,Dept(Secondary key)
I want to find the employee wrt to dept then Dept is secondary key.
Many time in a Group by clause we use Secondary key.
Foreign Key: PK of one related to another entity id FK
Composite Key: Combination od two or more columns in a table that
uniquely identify the tuple/record/row.
Eg.CutomerId,OrderID,SalesDetail
39. Key in Relation
Let R(A B C D) HOW MANY SUPER KEYS ARE POSSIBLE
PROVIDED CK=A
40. Let R(A B C D) HOW MANY SUPER KEYS ARE POSSIBLE
PROVIDED CK1=A,CK2=B
Key in Relation
41. Let R(A B C D) HOW MANY SUPER KEYS ARE POSSIBLE
PROVIDED CK1=A,CK2=B,CK3=C
Key in Relation
42. Let R(A1.A2,A3,……An) HOW MANY SUPER KEYS ARE
POSSIBLE PROVIDED
With only CK A1= 2n-1
With only CK A1,A2= 2n- 2n-1
With only CK A1A2,A3A4= 2n-2+2n-2- 2n-4
With only CK A1A2,A2A3=2n-1- 2n-3
Key in Relation