OSI Layer

Difference between Artificial Intelligence, Machine Learning and Deep Learning #aivsmlvsdl

MLP ,BACK PRAPOGATION IN NEURAL NETWORK in tamil

Introduction for Neural Network in tamil

Introduction TO Deep learning AND Deep learning applications in tamil

Introduction to Data Science

ge3791 human values and ethics syllabus video #ge3791 #finalyear #viisemester #ivyear

Mobile OS iOS and Android OS #al3452 #operatingsystemstamil #cs3451

types of virtual machines and their implementations #cs3451 #operatingsystemintamil #al3452

question bank - all units important questions with 2 marks #cs3451 #al3452 #operatingsystems

Virtual Machines – History, Benefits and Features, Building Blocks #operatingsystemintamil

page replacement algorithms, thrashing #cs3451 #al3452 #operatingsystemssubjectintamil

structure of the page table, segmentation #osintamil #cs3451 #al3452

fragmentation, compaction, paging, paging with TLB #paginginostamil #cs3451 #al3452

Question Bank with 2 mark Question & Answers in tamil |AL3451|Machine Learning

comparing two classification algorithms – t test, McNemar’s test, K-fold CV paired t test-unit5

Guidelines , (CV) and resampling – K-fold CV, bootstrapping, measuring classifier performance-unit5

ReLU, hyperparameter tuning, batch normalization, regularization, dropout. in neural networks-unit4

gradient descent optimization ,stochastic gradient descent, error backpropagation in neural networks

Multilayer perceptron, activation functions from neural networks in Tamil AL3451 #ML

Unsupervised learning:Gaussian mixture models and Expectation maximization in Tamil AL3451 #ML

Unsupervised learning: K-means, KNN -Instance Based Learning in Tamil AL3451 #ML

contiguous memory allocation, first fit, best fit and worst fit strategies with numerical problem

main memory, swapping in operating systems tamil #cs3451 #al3452 #osintamil

Ensemble Learning - bagging, boosting, stacking,Voting,Combining multiple learners in tamil AL3451

Maximum margin classifier-Support vector machine(SVM) ,Decision Tree,Random Forests in tamil|AL3451

Probabilistic discriminative modelLogistic Regression|generative model|Naive Baye in tamil|AL3451

Linear Classification Models: Discriminant function – Perceptron algorithm in tamil AL3451 #ML

petri nets in object oriented software engineering #ooseintamil #petrinetsintamil #ccs356

deadlock avoidance, deadlock detection, recovery from deadlock with solved problems #cs3451 #al3452

deadlock, methods for handling deadlocks, deadlock prevention, deadlock avoidance #operatingsystems

semaphores, classical problems of synchronization, monitors #operatingsystems #cs3451 #al3452

process synchronization, the critical section problem, synchronization hardware, mutex locks #os

Bayesian linear regression, gradient descent linear regression in tamil (unit2)-AL3451 #ML

Linear Regression Models: Least squares, single & multiple variables in unit2 tamil -AL3451 #ML

threads, multithread models, threading issues #operatingsystemsintamil #cs3451 #al3452

Scheduling algorithms with example problems #operatingsystemsintamil #cs3451 #al3452

operations on processes, inter process communication, CPU scheduling, scheduling criteria #inostamil

processes, process concept, process scheduling #cs3451 #al3452 #osintamil

os structures, services, user os interface, system calls, system programs, design and implementation

operating system - overview, objectives, functions, evolution and architecture #os #cs3451 #al3452

Hypothesis spaces, Inductive bias, Generalization, Bias variance trade-off in tamil -AL3451 #ML

computer system - elements and organization #operatingsystems #cs3451 #al3452

Vapnik-Chervonenkis (VC) dimension, Probably Approximately Correct (PAC) learning in tamil -AL3451

Introduction for machine learning,Examples of machine learning applications in tamil -AL3451

specialized models, agility, agile process, extreme programming, XP process, IXP #oose #ccs356

Review of Linear Algebra for machine learning in tamil -AL3451

software process - perspective process models #oose #ccs356

CCS356/OOSE - introduction to software engineering #oose #objectorientedsoftwareengineering #ccs356

Introduction and 8-Bit Microcontroller Architecture- CS3691 Embedded Systems and IOT in tamil

CS3451, AL3452- Operating Systems syllabus #al3452 #cs3451 #operatingsystemsintamil

FUNDAMENTALS OF DATA SCIENCE AND ANALYTICS syllabus in tamil -AD3491

probability reasoning - Bayesian network, fuzzy logic, dempster Shafer theory, causal networks #ai

acting under uncertainty, probability notation, full joint distribution

Machine Learning syllabus in tamil -AL3451

inference algorithm for FOL- forward and backward chaining #ai #al3391 #artificialintelligencetamil

wumpus world agent, inference rule-modus ponens - propositional logic #artificialintelligence

first order logic #ai #artificialintelligence #al3391

knowledge based agents, propositional logic #ai #artificial intelligence #al3391

CS3691 Embedded Systems and IOT syllabus