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Author: Peter Dorman
School: University of Ilorin
Department: Administration, Social and Management science
Course Code: ECN201, ECN301, ECN302, ECN401, ECN402, AEF201, AEF301
Topics: Economics, economic theory, values, objectives, markets, firms, government, civil society, demand, cost, theory of supply, monopoly power, bargaining power, market failure, microeconomic challenges, labor, employment, financial markets, inequality, poverty, economics, ecology
An Introduction to Soil Mechanics
Author: Arnold Verruijt
School: University of Ilorin
Department: Engineering
Course Code: CVE422, CVE322, ABE384
Topics: grain size, particles, water, air, stress in soil, stress in a layer, Darcy's law, permeability, groundwater flow, flotation, flow net, well, stress strain relations, tangent modulus, one-dimensional compression, analytical solution, numerical solution, consolidation coefficient, creep, sheer strength, triaxial test, shear test, pore pressure, stress path, elastic stresses, deformation, boussinesq, newmark, flamant, layered soil, lateral soil, rankine, coulomb, earth pressure, sheet pile wall, limit analysis, strip footing, prandtl, bearing capacity, infinite slope, slope stability, soil exploration, model test, pile foundations
Neural Networks and Deep Learning
Author: Charu Aggarwal
School: University of Ilorin
Department: Science and Technology
Course Code: CSC413
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
Mathematical Logic On Numbers, Sets, Structures, and Symmetry
Author: Roman Kossak
School: University of Ilorin
Department: Science and Technology
Course Code: CSC408
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
Principles of Data Mining, 3rd edition
Author: Max Bramer
School: University of Ilorin
Department: Science and Technology
Course Code: CSC405, ICS402
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
Author: Charu Aggarwal
School: University of Ilorin
Department: Science and Technology
Course Code: CSC405, ICS402
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
Introduction to Artificial Intelligence, 2nd edition
Author: Wolfgang Ertel
School: University of Ilorin
Department: Science and Technology
Course Code: CSC326, CSC417, HIM203, ICS422
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
Introduction to Programming with Fortran, 4th edition
Author: Ian Chivers, Jane Sleightholme
School: University of Ilorin
Department: Science and Technology
Course Code: CSC112, CSC218, MEE505, STA356
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
Author: Brock LaMeres
School: University of Ilorin
Department: Engineering
Course Code: ELE542
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
Introduction to Logic Circuits & Logic Design with VHDL, 2nd edition
Author: Brock LaMeres
School: University of Ilorin
Department: Engineering
Course Code: ELE542, TCS209, PHY457, CSC111
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
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