artificial intelligence and data science engineering subjects

utilize the power of graphics for processing images. Anna University Regulation 2013 Computer Science & Engineering (CSE) CS6659 AI Important Questions for all 5 units are provided below. Write a program on Arduino/Raspberry Pi to publish temperature data to MQTT broker. Michael Miller, “The Internet of Things: How Smart TVs, Smart Cars, Smart Homes and Smart Cities are changing the world”, 2015, ISBN-13 : 978-0789754004. IT Security Incidents, Introduction - User Experience design for IoT - Technology of Connected Devices - Networks : Technology of connectivity - Security and Privacy Issues. To interface motor using relay with Arduino/Raspberry Pi and write a program to turn ON motor when push button is pressed. Artificial Intelligence has turned from a niche technology/computational area into a mainstream computer science engineering toolkit. Bachelor, Masters Data Science, Computer Science, Artificial Intelligence, Big Data, Finance, Accounting, Engineering Management scholarships. Tech in computer science and engineering with specialisation in artificial intelligence is a four-year full-time undergraduate programme offered by the School of Engineering, Amrita Vishwa Vidyapeetham. Marco Schwartz, “Internet of Things with ESP8266”, Packt Publishing Ltd, 2016, ISBN-13 : 978-1786468024. Acquire knowledge in Real time data logging and data analytics on cloud. prepare innovative solutions for the problem using branching and looping statements. Rydhm Beri, “Python Made Simple: Learn Python programming in easy steps with examples”, BPB Publications, 2019, ISBN: 9388511026, 9789388511025. On successful completion of the program, the graduates of B. Information Retrieval: This course introduces neural computational paradigm for critical & implementable understanding for pattern based problem areas. This course is an introduction to the Python programming language for students without prior programming experience. Bachelor of Science in Data Science and Artificial Intelligence (New programme from AY18/19 onward) NTU_PageContent This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. Possibly one of the most sought after jobs within the field of Artificial Intelligence, as a research scientist you will have to be an expert in multiple disciplines of AI, including computational statistics, machine learning, deep learning as well as applied mathematics. understand various concepts of arithmetic unit and error correction. summarize various stages of instruction pipelining in processor. Kenneth A. Lambert, Martin Osborne, “Fundamentals of Python: First Programs, Cengage Learning”,CENGAGE Learning, Second edition, 2018, ISBN 13:978-1337560092. It will also help students to build applications according to their problem statements. Digital Image Processing: This course is to study the image fundamentals and mathematical transforms necessary for image processing. Robotics is an interdisciplinary field of science and engineering consolidated with mechanical engineering, electrical engineering, computer science, and numerous others. Sara Base, “A Gift of Fire:social, legal, and ethical issues for computing and the Internet”, Prentice Hall, Second Edition, 2008, ISBN: 978-0132492676, IT Act https://indiacode.nic.in/bitstream/123456789/1999/3/A2000-21.pdf, IPR in India Laws and Procedures: https://www.india-briefing.com/news/intellectual-property-rights-india-laws-procedures-registration-14312.html/, Industry 4.0 the Fourth Industrial Revolution https://www.i-scoop.eu/industry-4-0/, ISMS Policy Oil India. Web Technology: The purpose of this course is to give students the basic understanding of how different computers and devices to communicate and share resources as well as to give the basic overview of the different technologies. Pointers, Passing pointers to functions, Pointers and one dimensional arrays, Dynamic memory allocation, Operations on pointers, Structure, Processing a structure, Array of structures, Structures and pointers, Self-referential structures, File handling, Student information storage and retrieval. Introduction to Problem Solving through programs, Steps to develop a program, Representation of Algorithm, Software development life cycle, Programming approaches, Types of programming languages, Introduction to C, Developing a C program, Console input and output functions, Syntax and Semantic errors. Linux Programming Lab: The course is designed to make the students research/industry ready as by using the open source applications along with any of the Linux flavor operating systems. Write a program on Arduino/Raspberry Pi to upload temperature and humidity data to thingspeak cloud. understand the fundamentals of computer and software development process. Wireless Network : Overview of wireless network architectures including cellular networks local area networks multi-hop wireless networks such as ad hoc networks mesh networks and sensor networks capacity of wireless networks medium access control routing protocols and transport protocols for wireless networks mechanisms to improve performance and security in wireless networks energy-efficient protocols for sensor networks. relate to the different national and international organizational models with intellectual ability. Richard A. Spinello, “Case Studies in Information Technology Ethics”, Prentice Hall, Second Edition, 2003. To interface Bluetooth with Arduino/Raspberry Pi and write a program to turn LED ON/OFF when ‘1’/’0’ is received from smartphone using Bluetooth. To interface DHT11 sensor with Arduino/Raspberry Pi and write a program to print temperature and humidity readings. PO-1: Apply the knowledge of mathematics, science, engineering fundamentals, and solve problems in the computer science and engineering specialization in Artificial Intelligence & Machine Learning. identify the possible Computer crimes and the rules and regulations for protection. The purpose of B. Digital Image Processing: This course will give you an understanding the image fundamentals and mathematical transforms necessary for image processing. Eligibility criteria for admissions 2021 in this course are 10+2 with PCM. It is widely used in many scientific areas for data exploration. It helps to increase efficiency of work across different sectors. To interface LED/Buzzer with Arduino/Raspberry Pi and write a program to turn ON LED for 1 sec after every 2 seconds. program-flow and data-flow analysis) and test prioritization. This has risen as an extremely sizzling field of artificial intelligence. Upon completion students should be able to design and implement normalized database structures by creating simple database tables queries reports and forms. Applications: Simulate a two-way chat application, simulate a chatbot, Automatic attendance shortage mailing system using multithreading. Zed A. Shaw, “Learn Python the Hard Way”, Addison-Wesley, Third Edition, 2014, ISBN-13: 978-0-321-88491-6. Distributed System Concepts & Design: This course covers issues and solutions related to the design and the implementation of distributed algorithms for different issues of distributed system. Fuzzy Logic: This course introduces Basic concepts of Set Theory with functions and relational model. Social Networking Web Site - Business Applications of Online Social Networking-Social Networking Ethical IssuesOnline Virtual Worlds-Key ethical issues for Organizations- Outsourcing-Whistle Blowing-Green Computing-ICT Industry Code for Conduct. To interface Push button/Digital sensor (IR/LDR) with Arduino/Raspberry Pi and write a program to turn ON LED when push button is pressed or at sensor detection. Graduates of any non-cognate discipline and hold a qualification in a conversion-style programme such as the DBS Higher Diploma in Science in Computing. It's only natural, then, that the School of Computer Science would offer the nation's first bachelor's degree in Artificial Intelligence, which started in Fall 2018. Data Base Management systems: This course introduces database design and creation using a DBMS product. Disclaimer Sam Washington, Dr. M. O. FaruqueSarker, “Learning Python Network Programming”, Packt Publishing Limited, 2015, ISBN-13: 978-1784396008. Agricultural Internet of Things - Environmental and climatic change - Role of Arduino and Node MCU in agricultural field - interfacing with external devices - development of local web server for automation - labview / Matlab based data logger for agricultural field parameters monitoring system - Case study : Smart control for site specific management of fixed irrigation system - scilab based data logger for plant protection from fire in agriculture field - smart greenhouse monitoring system for flower plant growth. Neural Networks: This course introduces neural computational paradigm for critical & implementable understanding for pattern based problem areas. B.Tech in Artificial Intelligence is a sub-domain of Computer Science (Artificial Learning and Machine Learning) courses. Cuno Pfister , “Getting Started with the Internet of Things”, Shroff; First edition-2015, ISBN-13 : 978-9350234136. Theory of computation: The course introduces some fundamental concepts in automata theory and formal languages including grammar finite automaton regular expression formal language pushdown automaton and Turing machine. Artificial Intelligence and Data Science is an interdisciplinary branch of science, engineering and technology creating a complete ecosystem and a paradigm shift in virtually every sector of the technical industry, academics and research. Application Based Programming in Python : Python is a language with a simple syntax and a powerful set of libraries. formulate algorithms and programs using arrays, pointers and structures. Introduction to Graph Theory and its Application: This course is to teach students the basic graph theory concepts and their applications in computer science. This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence. Specifically it discusses recurrence relations and illustrates their role in asymptotic and probabilistic analysis of algorithms. This program intends on incapacitating students to acquire skills which are a modern day pre-requisite. The financial security, the freedom to relocate, lifelong prospects of learning makes this programme an ideal career for computer science enthusiasts. Privacy Policy Kent D Lee, “Python Programming Fundamentals”, Springer-Verlag London Limited, 2011, ISBN 978-1-84996-536-1. learn about the working of processor, main memory, and control unit. develop software solutions using multi-threading, networking and client-server concepts. Artificial Intelligence is the hottest topic in technology and commerce today, and the field of data science is fundamental to how it works. explain function of the central processing unit, develop algorithms for error correction in memory modules (main and cache memory), describe various input and output modules for central processing unit, demonstrate standard addressing modes for logical and physical memory addressing. explore and solve real-world software development challenges, create practical and contemporary applications, choose the basic programming constructs of Python suitably, infer the concepts of string processing, file I/O, lists and dictionary. Introduction to external devices, Input / Output modules, Programed I/O, Interrupt driven I/O, Direct memory access, I/O channels and processors, introduction to process scheduling. Applications: Simulate a Rock, Scissors, papers game, simulate a Cow and bull game, simulate a guessing the number game, simulate a country-based population estimator, Simulate a car rental calculator. Simple Graphics - Overview of Turtle Graphics, Turtle Operations, Object Instantiation and the turtle graphics Module, Drawing Two-Dimensional Shapes, Colors and the RGB System - Image Processing - Image File Formats, Image-Manipulation Operations, The Properties of Images, Python Image Library(PIL)- Converting an Image to Black and White/Grayscale, Blurring an Image, Edge Detection and Reducing the Image Size. Byron Gottfried, “Schaum's Outline of Programming with C”,McGraw Hill Education (India), 4, Balagurusamy E, “Programming in ANSI C”, McGraw Higher Ed, 7, Yashavant Kanetkar, “Let Us C”, Bpb Publications, 15, Herbert Schildit, “The Complete Reference C”, McGraw Hill Education (India), 4, Beulah Christalin Latha, Anuja Beatrice, Carolin Jeeva & Anita Sofia, “Fundamentals of Computing and Programming”, Pearson, 1, Sumitabha Das, “Computer Fundamentals and C Programming”,McGraw Hill Education (India), 18, Stephen G. Kochan, “Programming in C”, Sams Publishing, 4, David Griffiths, “Head First C”, O'Reilly Media, 1. understand the fundamental principles of Object-Oriented Programming, as well as data and information processing techniques. describe the various types of IPR and the procedures for obtaining IPR, explain the various types of Social Networking and issues. During the past ten years, data science has emerged as one of the most high-growth, dynamic, and lucrative careers in technology. Syed Omar Faruk Towaha, “Building Smart Drones with ESP8266 and Arduino : Build exciting drones by leveraging the capabilities of Arduino and ESP8266”, Packt Publishing, 2018. Compiler Design: To provide students with an overview of the issues that arise in Compiler construction as well as to throw light upon the significant theoretical developments and tools that are deep rooted into computer science. Data Structures: This course starts with an introduction to data structures with its classification efficiency of different algorithms array and pointer based implementations and Recursive applications. Michal Jaworski, TarekZiade, “Expert Python Programming”, Packt Publishing, Second Revised edition, 2016, ISBN-13: 978-1785886850. Artificial intelligence is a field which has seen rapid growth and evolution in the past few years. During the past ten years, data science has emerged as one of the most high-growth, dynamic, and lucrative careers in technology. Artificial Intelligence and Data Science Programme prepare students with the skills to perform intelligent data analysis which is a key component in numerous real-world applications. Also the department has signed an MoU with IBM India Pvt Ltd. Tech in Data Science Admissions 2021 at Sharda University are now Open. Principles of Operating system: This course introduces the design principles of operating systems resource management identifying challenges and applying respective algorithms. . Technical Skill Enhancement Course-2(Statistical Analysis Lab). Karunya Institute of Technology and Sciences. explore various ways to implementing the micro instruction sequencing and execution. There are some top B. understand professional ethics and organizational culture conduct in information technology. Currently the researchers are involved in research projects on Bio-medical text mining, Analytics in surveillance videos, Data Analytics on Social Media data, Drug Analysis, Predictive Analytics for cancer, fraudulent data Analytics, and traffic data analytics. Introduction to Mathematical & Statistical Techniques in Computer Science CSE348 , Introduction to Cloud Computing CSE351, Introduction to Graph Theory and its Applications CSE349, Introduction to Internet of Things CSI201, Minimum Credits essential for the Programme:__180___. Introduction to interrupts, Multiple interrupts, Introduction to cache memory, Elements of cache design, Internal Memory, Semiconductor memory, Error correction, Advance DRAM. Introduction to Cloud Computing: This course introduces advanced aspects of Cloud Computing encompassing the principles to analyze the cloud identify the problems and choose the relevant models and algorithms to apply. Introduction to Careers in Artificial Intelligence. Matriculation with-60% marks Sr. Automating the Home - Smart Steps to Smart Home - Components for Smart Home - Smart Network - Controlling Smart Homes - Interfacing ESP8266 and Relay board - Blynk App - Arduino and libraries installation - IFTTT Applet - Case Study : Smarter Sensing with smart monitors - Smarter Protection with smart security systems - Smarter heating and cooling with smart thermostat. Information Security Management Systems (ISMS) - ISO 27001 - Framing Security Policy of Organization- Committees- Security Forum, Core Committee, Custodian and Users, Business Continuity Process Team & Procedure- Information Security Auditing Process. The eligibility criterion for all programs for international applicants is minimum 50% in the qualifying examination and having studied the pre-requisite subjects for admission in to the desired program. create a new application software to solve real world problems. Tech. As the course progresses the study of Linear and Non-Linear data structures are studied in details. A fascinating field of innovative work for the most part focuses around designing and developing robots. Internet of Medical Things - Smart Medical Devices and Monitoring - Smart Hospitals - Smart Medical records - Insight to Raspberry Pi and Preparing Raspberry Pi board - GPIO Configuration - Programming Raspberry Pi, Internal & External representation of sensor data - parsing sensor data on import - displaying measured information on IoT Cloud platform - Controlling actuator from IoT Cloud platform - Triggering event notification - CoAP Communication - Other Communications - Case Study : Patient Record in Mobile App. Artificial Intelligence: This course introduces basic aspects of Artificial intelligence comparing the AI and conventional solutions to real world problems utilizing and analyze AI techniques for identifying optimal solutions to search strategies. Introduction to Drones - Assembling a drone - Preparing a drone for flying - building a follow me drone –Case study : Building mission control drone. The details of all the colleges are mentioned in an elaborate way. This Course also deals with the concept of searching sorting and hashing methods. B.Tech CSE (Specialization in Data Analytics), B.Tech CSE (Specialization in Artificial Intelligence), B.Tech Artificial Intelligence and Data Science, M.Tech Artificial Intelligence and Data Science, Evangeline Matriculation Higher Secondary School, Calculus, Vector Spaces and Laplace Transform, Partial Differential Equations, Probability and Statistics, 20CS1001 Programming for Problem Solving -, 20CS2009 Computer Organization and Architecture -, 20CS2024 Ethics in Information Technology -. The new BSAI program gives students the in-depth knowledge needed to transform large amounts of data into actionable decisions. compilers software engineering concurrent systems etc. The DGX Station can accelerate machine learning training up to 215X faster and carry out deeper exploration in the fields of Data Science, Machine Learning and Deep Learning. The concept of artificial intelligence is to provide human intelligence to machines, softwares, computers and computer based programs. Andrew S. Tanenbaum, Todd Austin, “Structured Computer Organization”, Prentice Hall, 6th edition, 2013, ISBN-10: 0132916525. 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