CSE Engineering Notes

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CSE Engineering Notes

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Artificial Intelligence

Advanced AI-ML Resources link

Introduction to AI -- Artificial Intelligence

Search Strategies and Adversarial Search -- Artificial Intelligence

Knowledge Representation -- Artificial Intelligence

Predicate logic and Probabilistic reasoning -- Artificial Intelligence

Natural Language Processing -- Artificial Intelligence

Calculus-3 stuff

Differential Equations -- Important Stuff -- Mathematics III

Graph Theory -- Semester-3 -- Mathematics III

Multivariable Integral Calculus -- Mathematics III

Compiler_Design

Introduction to Compiling -- Compiler Design

Lexical Analysis -- Compiler design

Syntax Analysis and Parsing -- Compiler Design

Syntax Directed Translation -- Compiler Design

Type Checking -- Compiler Design

Intermediate Code Generation -- Compiler Design

Code Optimization -- Complier Design

Code Generation -- Compiler Design

Computer Networks

Module 1 -- Computer Networks

Module 2 -- Data Link Layer and Medium Access Sub Layer -- Computer Networks

Module 3 -- Network Layer -- Computer Networks

Module 4 -- Transport Layer -- Computer Networks

Module 5 -- Application Layer -- Computer Networks

Computer_Architecture_Speedrun

Computer Architecture -- Speedrun

Memory Organization -- Computer Architecture

Multiprocessor Architecture -- Computer Architecture

Pipelining -- Computer Architecture

DAA_Speedrun

Algorithms, Asymptotic Notations and Recurrence Relations -- Design and Analysis of Algorithms -- Module 1

Design and Analysis of Algorithms -- Speedrun

Fundamental Algorithmic Strategies -- Design and Analysis of Algorithms -- Module 2

Graph and Tree algorithms -- Design and Analysis of Algorithms -- Module 2 and Module 3

Tractable and Intractable type problems -- Design and Analysis of Algorithms -- Module 4

Data Warehousing and Data Mining

Data Mining Numericals Practice -- Module 2

Important Questions (Organizer Included) -- Data Warehousing and Data Mining

Introduction to Data Warehousing and Data Mining -- Module 1

Classification and Prediction in Data Mining -- DW & DM -- Module 2

Time Series Mining and Periodicity Analysis -- Data Mining -- Module 3

Data Streams -- Data Mining -- Module 4

Web Mining -- Data Mining -- Module 5

DBMS

Important Organizer Questions for DBMS

DBMS Numericals Practice

Module 1 -- Database Management Systems

Module 2-- Database Management Systems

Module 3 -- Storage Strategies -- DBMS

Module 4 -- Transaction Concurrency -- DBMS

Module 5 -- Database Security -- DBMS

Discrete_Maths_Speedrun

Graph Theory -- Semester-4

Propositional Logic -- Discrete Mathematics

Set Theory -- Discrete Mathematics

Theory of Numbers -- Discrete Mathematics

Distributed Systems

Module 2 -- Distributed Database Design -- Distributed Systems

Distributed Query Optimization -- Distributed Systems -- Module 3

Distributed Systems -- Reliability Issues -- Module 4

Module 5 -- Parallel Database Systems -- Distributed Systems

Module 6 -- Advanced Topics -- Distributed Systems

Environmental Sciences

Atomospheric Composition -- Environmental Sciences

Basics of environment -- Environmental Sciences

Environmental Sciences -- Speedrun

Lithosphere -- Environmental Sciences

Noise pollution -- Environmental Sciences

Water Pollution -- Environmental Sciences

FLAT_Speedrun

Context Free Languages and Context-Free Grammar -- Formal Language and Automata Theory

Regular Languages and Finite Automata -- Formal Language and Automata Theory -- Module 1 and Module 2

Machine Learning

Supervised Learning -- Machine Learning Module 1

Unsupervised Learning -- Module 2 -- Machine Learning

Mathematics - 1A

Matrices -- Module 3 -- Mathematics -IA

Module 4 -- Vector Spaces -- Mathematics - 1A

Module 5 -- Vector Spaces -- Continued

Numerical Methods

Numerical Methods -- Interpolation -- Module 2

Numerical Methods -- Integration -- Module 3

Numerical Methods -- Solutions to Linear system of Equations -- Module 4

Numerical Methods -- Solution of a non-linear algebraic equation -- Module 5

Numerical Methods -- Solutions to an Ordinary Differential Equation -- Module 6

Important Questions -- Numerical Methods

OOPS-Java

Abstract Data Types -- Object Oriented Programming - Java

Features of OOPS -- Object Oriented Programming - Java

Inheritance in OOPS -- Object Oriented Programming - Java

MVC and memory management in OOPS -- Object Oriented Programming - Java

Generics and Collections in OOPS -- Object Oriented Programming - Java

Operating-System_Speedrun

Deadlock -- Operating Systems

Important Shell Programs -- Operating Systems

Inter Process Communication -- Operating Systems

Memory Management -- Operating Systems

IO, Hardware, File and Disk Management -- Operating Systems

Introduction to Operating Systems

Processes -- Operating Systems

Linux shell programming Cheatsheet -- Operating Systems

Software Engineering

Important Topics -- Software Engineering

Overview of System Analysis and Design and introductory stuff -- Software Engineering

System Design -- Software Engineering

Models and UML diagrams -- Software Engineering

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Design and Analysis of Algorithms -- Speedrun

Algorithms, Asymptotic Notations and Recurrence Relations -- The Ultimate Breakdown -- Module 1
Fundamental Algorithmic Strategies -- The Ultimate breakdown. -- Module 2 - Part 1
Fundamental Algorithmic Strategies, Graph and Tree algorithms - Part 2
Tractable and Intractable type problems

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