BE COMPUTER SCIENCE AND ENGINEERING NOTES, STUDY MATERIAL, QUESTION BANK, QUESTION PAPERS

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BE COMPUTER SCIENCE AND ENGINEERING NOTES, STUDY MATERIAL, QUESTION BANK, QUESTION PAPERS, operating system, security policy and governance, data mining, data science, software development, technology, education

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CSE NOTES
2nd Year
_Data Structures
_Analog & Digital Electronics
_Discrete Structure & Graph Theory
_Artificial Intelligence
_Data Communication & Networking
_Operating System
_Microprocessor &Assembly Language Programming
_Theory Of Computation
3rd Year
_Database Management Systems
_Compiler Design
_Computer Architecture & Organization
_Data Science & Statistics
_Security Policy & Governance
_Design & Analysis of Algorithm
_Software Engineering
_Big Data Analytics
_Wireless Communication
4th Year
_Social Science & Engineering Economics
_Computer Graphics
_Cloud Computing
_Data Warehouse & Mining
_Image Processing
_Object Oriented Analysis & Design
_Professional Ethics & Management
_Machine Learning & AI
_Multimedia Computing
●YOUTUBE
●TELEGRAM

4TH YEAR CSE
Machine Learning and AI: Bayesian Decision Theory, Association Rule Learning, Maximum Likelihood Estimation, Bias-Variance Dilemma, Model Selection, Tuning Model Complexity
4TH YEAR CSE
Foundations of Machine Learning and AI: Concepts, Applications, Supervised Learning, VC Dimension, Regression, Model Selection, Generalization
4TH YEAR CSE
MACHINE LARNING AND AIRTIFICIAL INTILEGENCE Comprehensive Guide to Multivariate Data Analysis: Estimation, Multivariate Normal Distribution, Multivariate Classification, Multivariate Regression, Feature Selection, Linear Discriminant Analysis, Canonical Correlation Analysis, Feature Embedding, Multidimensional Scaling, Singular Value Decomposition, Matrix Factorization
4TH YEAR CSE
Comprehensive Guide: Artificial Neural Networks, Brain Analysis, Parallel Processing, MLP Training, Backpropagation Algorithm, Boolean Functions, Perceptron Learning and QUESTION BANK AND ANSWERS
BE
DCN UNIT 2- FTP, Out-of-band, In-band, Application Layer Protocol, File Transfer, Access, and Management (FTAM), Email Services, Remote Login, Web Services, Directory Services, Network Management, DNS, Persistent HTTP, Non-persistent HTTP, HTTP, FTP, Cookies, POP3 Protocol.
4TH YEAR CSE
Machine learning and artificial intelligence Comprehensive Guide to Machine Learning: Decision Trees, Univariate Trees, Pruning, Ripper Algorithm, Multivariate Trees, Generalized Linear Model, Linear Discriminant, Logistic Discriminant, Pairwise Separation, Gradient Descent
4TH YEAR CSE
Mastering Machine Learning & AI: Clustering, Expectation-Maximization, Spectral Clustering, Hierarchical Clustering, Nonparametric Density Estimation, Nonparametric Classification, Condensed Nearest Neighbor, Distance Learning, Outlier Detection
4TH YEAR CSE
PROFESSIONAL ETHICS AND MANAGEMENT Introduction to Ethics Senses of Engineering and professional ethics, Engineering profession & its view, Ethical issues for engineers, distinction between ethics, morals and laws, opinions vs. judgments, Ethical theories: utilitarianism, duty, right, virtue; Cost-benefit analysis in engineering, McCuen's ethical dimensions, IEEE: Code of conducts & Code of ethics.
BE
DCN UNIT 5 Ethernet frame structure, CRC (Cyclic Redundancy Check), Checksum, PPP data frame format, Parity Check, Taking-Turns protocol, Data Link Layer services, Byte stuffing in PPP
BE
DCN UNIT 1 "Network Edge, End Systems, Access Networks, Routers, Network Core, High-Speed Switches, Routers, Optical Fiber Links, Network Servers, Network Losses, Processing Delay, Queuing Delay, Transmission Delay, Propagation Delay, Switching, Circuit Switching, Packet Switching, Computer Network, Network Classification, Geographical Area, Network Topology, Network Protocol, Network Architecture, Transmission Media, Twisted Pair Cable, Coaxial Cable, Fiber Optic Cable, Wireless Media, Layered Architecture, TCP/IP Protocol Suite, Application Layer, Transport Layer, Internet Layer, Network Interface Layer, OSI Model, Physical Layer, Data Link Layer, Network Layer, Transport Layer, Session Layer, Presentation Layer, Application Layer

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Microsoft interview questions

Microsoft SDE Interview Preparation Guide VM-STUDYPOINT: Complete Microsoft SDE Interview …

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IMAGE PROCESSING Comprehensive Guide to Image Enhancement: Techniques in Spatial and Frequency Domains for Advanced Applications

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IMAGE PROCESSING Unit V: Image Segmentation: Covered Topics: Image Segmentation: Pixel-Based Approach- Multi-Leve…

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