CUET PG डेटा साइंस, आर्टिफिशियल इंटेलिजेंस एवं साइबर सुरक्षा सिलेबस 2027

इकाई 1

• Data Science, Artificial Intelligence, Cyber Security etc
• Set Theory & Algebra: Sets; Relations; Functions; Compositions of functions and relations, Group;
• Partial Orders; Boolean Algebra
• Theory of Computations: Finite Automata and Regular Expressions, on –determinism and NFA, Properties of Regular Sets, Context free grammar: Chomsky Normal Form (CNF), Griebach Normal Form (GNF), Push-down automata, Moore and mealy Machines, Turing machines
• Digital Logic: Number representations and computer arithmetic (Fixed and floating point), Logic functions, Minimizations, Design and synthesis of combinational and sequential circuits, A/D AND
• D/A CONVERTERS
• Computer Organization and Architecture: Machine instructions and addressing modes, ALU and data –path, CPU control design, memory interface, I/O interface (Interrupt and DMA mode), Instruction pipelining, Cache and main memory, Secondary storage
• Microprocessors and interfacing: Instructions sets, addressing modes, Memory interfacing, interfacing peripheral devices, Interrupts. Microprocessor architecture, Instructions set and Programming (8085), Microprocessor applications, DMA, Interrupt and Timer
• Programming and Data Structures: Programming in C; Functions, Recursion, Parameter passing, and Definition of data structure. Arrays, Stacks, Queues linked lists, trees, priority queues and heaps,
• Binary search trees
• Algorithm: Algorithm concepts, Analyzing and design, asymptotic notations and their properties, Worst and average case analysis; Design: Greedy approach, Dynamic programming, Divide and conquer; Tree and graph transversals, Spanning trees, shortest paths: Hashing, Sorting Searching
• Operating System: Main functions of operating systems, Processes, Threads, Interprocess communication, concurrency, Synchronization, Deadlock, CPU scheduling, I/O scheduling, Resource scheduling. Deadlock and scheduling algorithms, banker’s algorithm for deadlock handling. Memory management and virtual memory. File Systems, I/O systems, DOS, UNIX and Windows
• Computer Networks: OSI Model, TCP/IP model, LAN technologies (Ethernet,Token ring), Transmission media – twisted pair, coaxial cables fiber–optic cables, Flow and error control techniques, Routing algorithms, Congestion control, IP (v4), Application layer protocols (icmp , dns, smtp, pop, ftp, http);Sliding window protocols; Internetworking: Switch /Hub, Bridge, Router, Gateways, Concatenated virtual circuits, Firewalls: Network Security; Cryptography- public key, secret key Domain Name System (DNS)-Electronic Mail and World Wide Web (WWW)
• Artificial Intelligence: Basic concepts of AI; Intelligent agents; solving problems by searching Uniformed search, Informed search; Logical agents; first order logic; knowledge representations
• Cryptography & Network security: Computer & network security concepts, Classical encryption techniques: Symmetric cipher model, Caesar Cipher, Playfair Cipher, Hill Cipher
• Data Science: Basic concepts; data, types of data–structured, unstructured; data representation,machine learning algorithms-supervised, unsupervised, reinforcement, clustering, classification and regression problems, data preprocessing, normalization, smoothing, visualization