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
Resources
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Environmental Sciences -- Speedrun
Basics of environment -- Module 1.
Atmosphere Composition, Energy balance, Greenhouse effects -- Module 3
Lithosphere - Module 5
Water Pollution -- Module 4
Noise and Noise Pollution -- Module 6