🎓 Computer Science & Engineering Portal
Master Engineering Disciplines with Structured Notes
Comprehensive academic lecture notes, exam-oriented unit summaries, laboratory manuals, and previous year question papers designed strictly for university students.
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University Syllabi
AKTU & AICTE aligned semester credit guidelines.
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Exam Question Papers
Previous 5 years solved university semester papers.
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Lab Manuals & Viva
Practical codes with outputs and interview questions.
🎨 Computer Graphics (CG)
Scan Conversion, Bresenham Line & Circle, 2D/3D Transformations, Viewing & Clipping.
Unit 1: Raster Scan, DDA & Bresenham
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Unit 2: 2D & 3D Transformations
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Unit 3: Sutherland-Hodgman & Clipping
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Unit 4: Hidden Surface Elimination
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🧠 Machine Learning (ML / MLT)
Supervised/Unsupervised Learning, Regression, Decision Trees, SVM, Neural Nets & Clustering.
Unit 1: Linear & Logistic Regression
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Unit 2: Decision Trees & Support Vector (SVM)
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Unit 3: K-Means & Dimensionality Reduction
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Unit 4: Neural Networks & Gradient Descent
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🤖 Artificial Intelligence (AI)
Search Algorithms, First Order Logic, Probabilistic Reasoning, Expert Systems & Robotics.
Unit 1: Propositional Logic & Connectives
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Unit 2: Probabilistic Reasoning & Uncertainty
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Unit 3: State Space Search & Heuristics
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Unit 4: First Order Predicate Logic (FOL)
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🗄️ Database Management (DBMS)
ER-Modeling, Relational Algebra, SQL Queries, Normalization (1NF-BCNF) and ACID Transactions.
Unit 1: ER Model, Entities & Attributes
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Unit 2: Functional Dependencies & 1NF to BCNF
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Unit 3: ACID Properties & Concurrency Control
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Unit 4: Relational Algebra & Complex SQL Joins
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🌲 Data Structures & Algorithms
Arrays, Linked Lists, Stacks, Queues, Binary Trees, Graphs, Sorting & Asymptotic Analysis.
Unit 1: Arrays, Matrices & Recursion
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Unit 2: Stacks, Queues & Infix-to-Postfix
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Unit 3: Binary Trees, BST & AVL Rotations
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Unit 4: Graphs (BFS, DFS, Dijkstra, MST)
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⚡ Operating Systems
Process Scheduling, Deadlocks, Synchronization, Virtual Memory, Paging and Disk Management.
Unit 1: Process States, PCB & Multi-Threading
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Unit 2: CPU Scheduling (FCFS, SJF, RR)
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Unit 3: Deadlocks, Semaphores & Banker's Algo
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Unit 4: Virtual Memory, Paging & Disk Scheduling
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🌐 Computer Networks
OSI & TCP/IP Models, Error Detection, IPv4 Subnetting, Routing Protocols and TCP Handshake.
Unit 1: OSI vs TCP/IP Protocol Architectures
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Unit 2: Data Link Layer, Framing & Sliding Window
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Unit 3: IPv4 Addressing, Subnetting & Routing
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Unit 4: Transport Layer (TCP 3-Way Handshake)
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⚙️ Design of Algorithms (DAA)
Asymptotic Notations, Divide & Conquer, Dynamic Programming, Greedy Approach & Backtracking.
Unit 1: Time Complexity, Master's Theorem
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Unit 2: 0/1 Knapsack & Dynamic Programming
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Unit 3: Greedy Methods & Graph Algorithms
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Viewing All Lectures
✕ Close
Software has a dual role. It is a product, but also a vehicle for delivering a product. Software is a logical rather than a physical system element. Software has characteristics that differ considerably from those of hardware. Software is developed or engineered, it is not manufactured in the classical sense. Software doesn’t “wear out”. Most software is custom-built, rather than being assembled from existing components.
Labels: Software Engineering , Software Engineering Unit-1
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