🎓 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.

Core Subjects & Units Hub

Click on any specific unit to immediately view its lecture notes below

🎨 Computer Graphics (CG)

Scan Conversion, Bresenham Line & Circle, 2D/3D Transformations, Viewing & Clipping.

Unit 1: Raster Scan, DDA & Bresenham →
Unit 2: 2D & 3D Transformations →
Unit 3: Sutherland-Hodgman & Clipping →
Unit 4: Hidden Surface Elimination →

🧠 Machine Learning (ML / MLT)

Supervised/Unsupervised Learning, Regression, Decision Trees, SVM, Neural Nets & Clustering.

Unit 1: Linear & Logistic Regression →
Unit 2: Decision Trees & Support Vector (SVM) →
Unit 3: K-Means & Dimensionality Reduction →
Unit 4: Neural Networks & Gradient Descent →

🤖 Artificial Intelligence (AI)

Search Algorithms, First Order Logic, Probabilistic Reasoning, Expert Systems & Robotics.

Unit 1: Propositional Logic & Connectives →
Unit 2: Probabilistic Reasoning & Uncertainty →
Unit 3: State Space Search & Heuristics →
Unit 4: First Order Predicate Logic (FOL) →

🗄️ Database Management (DBMS)

ER-Modeling, Relational Algebra, SQL Queries, Normalization (1NF-BCNF) and ACID Transactions.

Unit 1: ER Model, Entities & Attributes →
Unit 2: Functional Dependencies & 1NF to BCNF →
Unit 3: ACID Properties & Concurrency Control →
Unit 4: Relational Algebra & Complex SQL Joins →

🌲 Data Structures & Algorithms

Arrays, Linked Lists, Stacks, Queues, Binary Trees, Graphs, Sorting & Asymptotic Analysis.

Unit 1: Arrays, Matrices & Recursion →
Unit 2: Stacks, Queues & Infix-to-Postfix →
Unit 3: Binary Trees, BST & AVL Rotations →
Unit 4: Graphs (BFS, DFS, Dijkstra, MST) →

⚡ Operating Systems

Process Scheduling, Deadlocks, Synchronization, Virtual Memory, Paging and Disk Management.

Unit 1: Process States, PCB & Multi-Threading →
Unit 2: CPU Scheduling (FCFS, SJF, RR) →
Unit 3: Deadlocks, Semaphores & Banker's Algo →
Unit 4: Virtual Memory, Paging & Disk Scheduling →

🌐 Computer Networks

OSI & TCP/IP Models, Error Detection, IPv4 Subnetting, Routing Protocols and TCP Handshake.

Unit 1: OSI vs TCP/IP Protocol Architectures →
Unit 2: Data Link Layer, Framing & Sliding Window →
Unit 3: IPv4 Addressing, Subnetting & Routing →
Unit 4: Transport Layer (TCP 3-Way Handshake) →

⚙️ Design of Algorithms (DAA)

Asymptotic Notations, Divide & Conquer, Dynamic Programming, Greedy Approach & Backtracking.

Unit 1: Time Complexity, Master's Theorem →
Unit 2: 0/1 Knapsack & Dynamic Programming →
Unit 3: Greedy Methods & Graph Algorithms →
Viewing All Lectures

Protocols Governing Web

Protocols Governing Web

Protocol: A protocol is a set of rules that is used to communicate applications to

each other.

OR 

A protocol is the interface required for communicating the different applications.

Protocols which are a set of rules that help in governing the way a particular technology will function for communication. In other words, it can be said that the protocols are digital languages implemented in the form of networking algorithms. There are different networks and network protocols, user's use while surfing. 

Classifications 

  • HTTP: HTTP is the primary protocol used to distribute information on the web. This protocol is used to access,send and receive Hypertext markup language (HTML) files on the Internet. Initial HTTP 0.9 does not allow for content typing and does not have provisions for supplying meta -information Content Typing: To identify the type of data being transferred. 
    Meta Information: It is supplemental data, such as environment variables that identify the client’s computer Current version is HTTP 1.0
  • TCP/IP: It is a set of rules that an application can use to package its information for sending across the networks of networks. 
    TCP: This protocol ensure the delivery of information packets across network.
    IP: This protocol is responsible logical addressing called IP address to route information between network.
  • FTP: It is used to transfer the files over networks.
  • E-Mail: It is a method of exchanging digital messages across the Internet or other computer networks. 
  • Telnet: Telnet lets you remotely log into another system and browse files and directories on that remote system.
  • Simple Mail Transfer Protocol(SMTP) : This protocol is used for transferring e-mail between computers.
  • Gopher: Gopher is a collection of rules implemented for searching, retrieving as well as displaying documents from isolated sites. Gopher also works on the client/server principle.

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