Topics: neural networks, machine learning, training deep neural networks, ensemble methods, radial basis function networks, Restricted Boltzmann Machines, hopfield networks, recurrent neural networks, deep reinforcement learning

Topics: first-order login, logical seeing, number, number structures, points, lines, structure of real numbers, set theory, relations, structures, geometry, definable elements, definable constants, minimal structure, order-minimal structures, definable sets, complex numbers, first-order properties, symmetries, logical visibility

Topics: data mining, classification, Naıve Bayes Classifiers, Nearest Neighbour Classification, decision tree, continuous attributes, entropy, ROC, ensemble classification, comparing classifiers, association rule mining, clustering, text mining, classifying streaming data

Topics: Data mining, data preparation, similarity, distances, association pattern mining, cluster analysis, outlier analysis, data classification, mining data streams, mining text data, mining time series data, mining discrete sequences, mining spatial data, mining graph data, mining web data, social network analysis, privacy-preserving data mining

Topics: propositional logic, first-order predicate logic, limitations of logic, PROLOG, search, games, problem solving, reasoning with uncertainty, machine learning, data mining, neural networks, reinforcement learning

Topics: problem solving, programming, arithmetic, array, I/O concept.functions, control structures, characters, complex, logical, derived types, pointers, subroutines, modules, data structuring in FORTRAN, algorithm, big O notation, operator over loading, generic programming, Parameterised Derived Types, Object Oriented Programming, submodules, parallel programming, message passing interface, openMP, coarray FORTRAN, C interop, IEEE arithmetic, derived type I/O, sorting, searching, handling missing data, graphic libraries, Abstract Interface, Procedure Pointer

Topics: VHDL constructs, modelling concurrent functionality, structural design, modeling sequential functionality, packages, test benches, modeling sequential storage, registers, modeling finite state machines, modeling counters, modeling memory, computer system design

Topics: number system, digital circuitry, interfacing, gate, combinational logic design, VHDL, MSI login, sequential logic design, flip-flop, programmable logic, memory, computer system design, arithmetic circuits

Topics: number system, digital circuitry, interfacing, gate, combinational logic design, Verilog, MSI login, sequential logic design, flip-flop, programmable logic, memory, computer system design, arithmetic circuits

Topics: cellular systems, wireless systems, wireless standards, propagation modeling, co-channel interference, modulation, power spectrum, error probability, multi-antenna techniques, MIMO, Time domain equalization, interference calculation, error control coding, spread spectrum techniques, multi-carrier techniques, frequency planning techniques, CDMA cellular systems, channel assignment techniques