🎓 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, Transformations, Viewing & Clipping.

Unit 1: Raster Scan & Bresenham→
Unit 2: 2D & 3D Transformations→
Unit 3: Viewing & Clipping→
Unit 4: Hidden Surface Elimination→
Unit 5: Curves & Animation→

🧠 Machine Learning (ML)

Regression, Decision Trees, SVM, Neural Nets & Clustering.

Unit 1: Supervised & Regression→
Unit 2: Decision Trees & SVM→
Unit 3: Unsupervised & K-Means→
Unit 4: Neural Networks→
Unit 5: Reinforcement Learning→

🤖 Artificial Intelligence (AI)

Search Algorithms, First Order Logic, Expert Systems.

Unit 1: Propositional Logic→
Unit 2: Probabilistic Reasoning→
Unit 3: State Space Search & A*→
Unit 4: First Order Predicate Logic→
Unit 5: Expert Systems→

🗄️ Database Management

ER-Modeling, SQL Queries, Normalization and ACID.

Unit 1: ER Model & Attributes→
Unit 2: Normalization (1NF-BCNF)→
Unit 3: ACID & Concurrency→
Unit 4: Relational Algebra & SQL→
Unit 5: NoSQL & Advanced DB→

🌲 Data Structures (DSA)

Arrays, Linked Lists, Trees, Graphs & Sorting.

Unit 1: Arrays & Recursion→
Unit 2: Stacks, Queues & Postfix→
Unit 3: Binary Trees & BST→
Unit 4: Graphs (BFS, DFS)→
Unit 5: Sorting & Hashing→

⚡ Operating Systems (OS)

Process Scheduling, Deadlocks, Virtual Memory & Disks.

Unit 1: Process States & Threads→
Unit 2: CPU Scheduling→
Unit 3: Deadlocks & Banker's Algo→
Unit 4: Virtual Memory & Paging→
Unit 5: File & Disk Management→

🌐 Computer Networks

OSI Models, Subnetting, Routing and TCP Handshake.

Unit 1: OSI vs TCP/IP Models→
Unit 2: Data Link Layer & Framing→
Unit 3: IPv4 & Subnetting→
Unit 4: Transport Layer (TCP)→
Unit 5: Application Layer (DNS)→

⚙ Design of Algorithms

Asymptotic Notations, Divide & Conquer, Greedy.

Unit 1: Time Complexity→
Unit 2: Divide & Conquer→
Unit 3: Dynamic Programming→
Unit 4: Greedy Approach→
Unit 5: Backtracking→
Viewing All Lectures

Data Flow Diagrams

Data Flow Diagrams

A data-flow diagram is a way of representing a flow of data through a process or a system (usually an information system).The DFD also provides information about the outputs and inputs of each entity and the process itself. A data-flow diagram has no control flow, there are no decision rules and no loops.It is a graphical tool because it presents a picture.It presents a system or software at any level of abstraction. 

Four simple notations are used to complete a DFD- 

i. Data Flow-The data flow is used to describe the movement of information from a part of the system to another part.

ii. Process-A circle or bubble represents a process that transforms incoming data to outgoing data. 

iii. External Entity- A square defines a source or destination of system data. External entities represent any entity that supplies information from the system. 

iv. Data Store- The data store is used to collect data at rest or a temporary repository of data.

Example:

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