The main idea of fusion is to combine a set of models each of which solves the same original task in order to obtain a better model with more accuracy.
State pattern is one of the behavioral design pattern. The state pattern is a behavioral software design pattern that implements a state machine in an object-oriented way. In State pattern, we create objects which represent various states and a context object whose behavior varies as its state object changes.
The theory of computation is a branch of computer science and mathematics combined. It deals with how efficiently problems can be solved on a model of computation, using an algorithm.
Lex is called as lexical analyzer, it is a first phase of compiler design.
YACC is a parser generator that takes an input file with an attribute-enriched BNF grammar specification.
Lex is officially known as a "Lexical Analyser". It's main job is to break up an input stream into more usable elements.
Yacc is officially known as a "parser". In the course of it's normal work, the parser also verifies that the input is syntactically sound.
The main idea of fusion is to combine a set of models each of which solves the same original task in order to obtain a better model with more accuracy.
State pattern is one of the behavioral design pattern. The state pattern is a behavioral software design pattern that implements a state machine in an object-oriented way. In State pattern, we create objects which represent various states and a context object whose behavior varies as its state object changes.
The theory of computation is a branch of computer science and mathematics combined. It deals with how efficiently problems can be solved on a model of computation, using an algorithm.
Lex is called as lexical analyzer, it is a first phase of compiler design.
YACC is a parser generator that takes an input file with an attribute-enriched BNF grammar specification.
Lex is officially known as a "Lexical Analyser". It's main job is to break up an input stream into more usable elements.
Yacc is officially known as a "parser". In the course of it's normal work, the parser also verifies that the input is syntactically sound.
Lex is officially known as a "Lexical Analyser".
Yacc (for "yet another compiler compiler." ) is the standard parser generator for the Unix operating system.
High speed computing was implemented in supercomputer for scientific research. HPC clusters provide the most efficient, flexible, cost effective computing environments for HPC simulations.
Factor analysis is a technique that is used to reduce a large number of variables into fewer numbers of factors. This technique extracts maximum common variance from all variables and puts them into a common score.
The Red Black Tree is one of the most popular implementation of sets and dictionaries. A red-black tree is a binary search tree in which each node is coloured red or black.
A color model is an orderly system for creating a whole range of colors from a small set of primary colors. There are two types of color models, those that are subtractive and those that are additive.
CSS stands for Cascading Style Sheets. CSS depicts about how HTML elements are to be displayed on screen, different media devices. It saves a lot of time for styling many pages of a big website just at once with single control file.
An array is the data structure that contains a collection of similar type data elements and It is better and convenient way of storing the data of same data type with same size.
All these acronyms are often loosely used in the field of technology. It is important to understand that all these acronyms are part of Artificial Intelligence (AI) umbrella.
In software engineering, behavioral design patterns are design patterns that identify common communication patterns between objects and realize these patterns.
Artificial Intelligence is the study of how to make computers do things at the moment, and do better. AI important elements:
- think like humans
- act like humans
- think rationally
- act rationally
DevOps is a culture which promotes collaboration between Development and Operations Team to deploy code to production faster in an automated & repeatable way.
Lex is officially known as a "Lexical Analyser".
Yacc (for "yet another compiler compiler." ) is the standard parser generator for the Unix operating system.
High speed computing was implemented in supercomputer for scientific research. HPC clusters provide the most efficient, flexible, cost effective computing environments for HPC simulations.
Factor analysis is a technique that is used to reduce a large number of variables into fewer numbers of factors. This technique extracts maximum common variance from all variables and puts them into a common score.
The Red Black Tree is one of the most popular implementation of sets and dictionaries. A red-black tree is a binary search tree in which each node is coloured red or black.
A color model is an orderly system for creating a whole range of colors from a small set of primary colors. There are two types of color models, those that are subtractive and those that are additive.
CSS stands for Cascading Style Sheets. CSS depicts about how HTML elements are to be displayed on screen, different media devices. It saves a lot of time for styling many pages of a big website just at once with single control file.
An array is the data structure that contains a collection of similar type data elements and It is better and convenient way of storing the data of same data type with same size.
All these acronyms are often loosely used in the field of technology. It is important to understand that all these acronyms are part of Artificial Intelligence (AI) umbrella.
In software engineering, behavioral design patterns are design patterns that identify common communication patterns between objects and realize these patterns.
Artificial Intelligence is the study of how to make computers do things at the moment, and do better. AI important elements:
- think like humans
- act like humans
- think rationally
- act rationally
DevOps is a culture which promotes collaboration between Development and Operations Team to deploy code to production faster in an automated & repeatable way.
Best Practices for Improving User Interface Designijseajournal
A rich and effective computational system must have a friendly user interface with appealing usability features that provides excellent user experience. In order to develop interactive systems with the best user experience, an innovative iterative approach to user interface engineering is required because it is one of the most challenging areas given the diversity of knowledge, ideas, skills and creativity needed for building smart interfaces in order to succeed in today’s rapidly paced and tough, competitive marketplace. Many modeling aspects including analytical, intuitive, artistic, technical, graphical, mathematical, psychological and programming models need to be considered in the development process of an effective user interface. This research examines some of the past practices and recommends a set of guidelines for designing effective user interfaces. It also demonstrates how UML use case diagrams can be enhanced by relating user interface elements to use cases.
BEST PRACTICES FOR IMPROVING USER INTERFACE DESIGN ijseajournal
A rich and effective computational system must have a friendly user interface with appealing usability features that provides excellent user experience. In order to develop interactive systems with the best user experience, an innovative iterative approach to user interface engineering is required because it is one of the most challenging areas given the diversity of knowledge, ideas, skills and creativity needed for building smart interfaces in order to succeed in today’s rapidly paced and tough, competitive marketplace. Many modeling aspects including analytical, intuitive, artistic, technical, graphical, mathematical, psychological and programming models need to be considered in the development process of an effective user interface. This research examines some of the past practices and recommends a set of guidelines for designing effective user interfaces. It also demonstrates how UML use case diagrams can be enhanced by relating user interface elements to use cases.
It is impossible to separate the human factors from software engineering expertise during
software development, because software is developed by people and for people. The intangible
nature of software has made it a difficult product to successfully create, and an examination of
the many reasons for major software system failures show that the reasons for failures
eventually come down to human issues. Software developers, immersed as they are in the
technological aspect of the product, can quickly learn lessons from technological failures and
readily come up with solutions to avoid them in the future, yet they do not learn lessons from
human aspects in software engineering. Dealing with human errors is much more difficult for
developers and often this aspect is overlooked in the evaluation process as developers move on
to issues that they are more comfortable solving. A major reason for this oversight is that
software psychology (the softer side) has not developed as extensively
What is need of software engineering? As the IT sector is robust and riding a high horse, the scope of software development courses continues to expanding and is visible for all to see.
To get more details, visit us at : https://www.avantikauniversity.edu.in/design-colleges/need-of-software-engineering.php
Descriptions of UX Design projects and the design thinking behind them. The foundational work includes personas, task analysis, user stories, user goals, and problem statements. Later steps include wireframing, mockups and prototypes constructed in tools like Axure, Balsamiq, Sketch. or Figma. User Research and Usability test reports appear in several projects.
The process of reducing a given DFA to its minimal form is called as minimization of DFA. DFA minimization is also called as Optimization of DFA and uses partitioning algorithm.
NLP is a tool for computers to analyse, comprehend, and derive meaning from natural language in an intelligent and useful way. Natural language processing helps computers communicate with humans in their own language and scales other language-related tasks.
Smart computing, next-generation computing, is a combination of hardware, software, and network to provide real-time awareness of real-time systems. The real world gets smart by connecting it to a computer, and computer get smart by connecting to the real world.
As a student, you should be developing work ethic and etiquette skill sets to prepare you for the work environment. Developing professional habits and manners is more important now than ever before.
Writing skills include all the knowledge and abilities related to expressing yourself through the written word. Here you can find activities to practise your writing skills.
Professional communication in written form requires skill and expertise. And whether you're starting a new job, introducing yourself at a networking event or pitching for new work, here are some things to consider ...
Servlets work on the server-side. Servlets are capable of handling complex requests obtained from the web-server. There are many (competing) server-side technologies available: Java-based (servlet, JSP, JSF, Struts, Spring, Hibernate), ASP, PHP, CGI Script, and many others.
Jenkin is an open source automation server which can be used to automate all sorts of tasks related to building, testing, and delivering or deploying software.
Data science, Know as data-driven science, is also an interdisciplinary field of scientific methods, processes, algorithms, and systems to extract knowledge or insights from data in various forms, either structured or unstructured, similar to data mining.
Sentiment Analysis has become a hot-trend topic of scientific and market research; it is a natural language processing technique used to determine whether data is positive, negative or neutral.
The popular object-oriented languages are Java, C#, PHP, Python, C++, etc. The main aim of object-oriented programming is to implement real-world entities.
Power BI is a business analytics service by Microsoft. BI
Microsoft Power BI is a suite of business intelligence (BI), reporting, and data visualization products and services for individuals and teams. You can access your data from anywhere with the Power BI app.
AVL tree Named after their inventor Adelson, Velski & Landis, is a self-balancing Binary Search Tree (BST) where the difference between heights of left and right subtrees cannot be more than one for all nodes.
Yoga — a mind-body practice — is considered one of many types of complementary and integrative health approaches. Yoga brings together physical and mental disciplines that may help you achieve peacefulness of body and mind.
LR parsing is one type of bottom up parsing. In the LR parsing, "L" stands for left-to-right scanning of the input.
"R" stands for constructing a right most derivation in reverse.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
1. Design Pattern
Keshav G Tambre
Department of Information Technology
International Institute of Information Technology, I²IT
www.isquareit.edu.in
2. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Introduction
What are Patterns?
The Need for Patterns
Multiplicity of Design
Purpose of Patterns
Types of Patterns
Architectural Patterns
Design Patterns
What is Gang of Four (GOF)?
Usage of Design Pattern
Categories of Design Patterns
Creational, Structural and Behavioral
patterns.
Outline
3. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Patterns occur in ever facet of software
development, at every phase, and at every level
of detail
The ability to recognize patterns allow us to
classify problem solutions in terms of problems
and contexts, providing a common vocabulary for
software developers to use
Introduction
4. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Each pattern describes a problem which occurs
over and over again in our environment, and
then describes the core of the solution to that
problem in such a way that you can use this
solution a million times over, without ever
doing it the same way twice”
What are Patterns?
5. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
The Need for Patterns
Designing object-oriented software is hard
Designing reusable object-oriented software is
even harder
Have to find relevant objects, factor them into
classes at the right granularity, establish
relationships between them, design a flexible
interface
Design should be specific enough for the
problem at hand, but general enough to address
future problems (scale up or down)
6. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
The problem most inexperienced designers face
isn’t that there aren’t any solutions to a problem, it’s
that there are too many
It’s hard to choose the proper solution from a
large set of potential solutions without experience in
what works and what doesn’t work for a given
problem (results, consequences, and trade-offs are
hard to foresee)
Experienced designers know which solutions have
worked in the past and which haven’t; they have
experience in the consequences and trade-offs
Multiplicity of Design
7. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
The purpose of patterns then can be generalized
as providing the following:
Giving a vocabulary to a problem, context,
solution, consequences set
Cataloging designs that have proved
successful in past systems and formalizing their
elements, relationships, interactions, etc.
Provide enough information about trade-offs
and consequences to allow an intelligent design
decision to be made about applying a given
solution
Purpose of Patterns
8. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
There are generally 3 types of patterns:
Architectural Patterns
Design Patterns
Idioms
Briefly cover Architectural Patterns, more focus on
Design Patterns, and discuss some Idioms (idioms
tend to be language specific
Types of Patterns
9. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Architectural Patterns express a fundamental
structural organization for software systems
It provides a set of predefined sub-systems, specifies
their responsibilities, and includes rules for establishing
relationships between them
Architectural Patterns Examples
3-tier database systems (Database, Intermediate DB
Layer, User-Application)
Client/Server
Component (Module) -Based Software Systems
Feedback Systems
Event-Driven Systems
Architectural Patterns
10. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Design patterns represent the best practices
used by experienced object-oriented software
developers.
Design patterns are solutions to general
problems that software developers faced during
software development.
These solutions were obtained by trial and error
by numerous software developers over quite a
substantial period of time
Design Patterns
11. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
What is Gang of Four (GOF)?
In 1994, four authors Erich Gamma, Richard Helm,
Ralph Johnson and John Vlissides published a book
titled Design Patterns - Elements of Reusable
Object-Oriented Software which initiated the
concept of Design Pattern in Software
development.
These authors are collectively known as Gang of
Four (GOF).
Program to an interface not an implementation
Favor object composition over inheritance
12. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Design Patterns have two main usages in software
development.
Common platform for developers
Design patterns provide a standard terminology
and are specific to particular scenario.
For example, a singleton design pattern signifies
use of single object so all developers familiar
with single design pattern will make use of
single object and they can tell each other that
program is following a singleton pattern.
Usage of Design Pattern
13. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Best Practices
Design patterns have been evolved over a long
period of time and they provide best solutions
to certain problems faced during software
development.
Learning these patterns helps un-experienced
developers to learn software design in an easy
and faster way.
Usage of Design Pattern
14. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Design Patterns are generally broken into three
groups:
Creational Patterns deal with object creation
at run-time
Structural Patterns deal with the composition
of objects and classes
Behavioral Patterns deal with the way in
which classes or objects interact and distribute
responsibility
Categories of Design Patterns
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Creational Patterns
In software engineering, creational design patterns
are design patterns that deal with object creation
mechanisms, trying to create objects in a manner
suitable to the situation.
This gives program more flexibility in deciding
which objects need to be created for a given use
case.
Types Creational Patterns
Abstract Factory
Builder
Factory Method
Prototype
Singleton
16. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
In Software Engineering, Structural Design Patterns
are Design Patterns that ease the design by
identifying a simple way to realize relationships
between entities.
Types of Structural Patterns
Adapter
Bridge
Composite
Container
Decorator
Façade
Flyweight
Proxy
Structural Patterns
17. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
In software engineering, behavioral design patterns are
design patterns that identify common communication
patterns between objects and realize these patterns.
By doing so, these patterns increase flexibility in
carrying out this communication.
Types of Behavioral Patterns
Chain of Responsibility
Command
Interpreter
Iterator
Mediator
Behavioral Patterns
18. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
We’ll explore a small subset of the given patterns
in detail, going over the concept, the
problem/context pair, solution, and a little about
implementation
Attempt to focus on patterns that aren’t obvious
or common sense
Patterns to explore
Strategy,
Observer,
State,
Adaptor.
Patterns Explored
19. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Thank You
https://www.isquareit.edu.in/