Nhazi ọdịnịịgha Ederede Dịka ọrụ Nka Books
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
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
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
Analytical Corporate Finance, 2nd edition
Author: Angelo Corelli
School: University of Ilorin
Department: Administration, Social and Management science
Course Code: FIN201, FIN312
Topics: valuation tools, risk, return, business analysis, debt valuation, equity valuation, capital structure, company valuation, financial options, real options, long-term financing, working capital management, financial planning, international corporate finance
Author: Joseph Bak, Donald Newman
School: University of Ilorin
Department: Science and Technology
Course Code: MAT210, MAT326, MAT329, MAT434
Topics: complex numbers, complex variable, analytic functions, line integrals, entire functions, analytic functions, simply connected domains, residue theorem, Contour Integral Techniques, conformal mapping, Riemann mapping theorem, maximum-modulus theorem, harmonic functions, analytic continuation, gamma functions, zeta functions
Author: Gregory Lee
School: University of Ilorin
Department: Science and Technology
Course Code: MAT306, MAT327
Topics: relations, set, set operation, integer, modular arithmetic, groups, factor groups, homomorphism, direct products, finite abelian groups, automorphism, morphism, symmetric group, alternating group, sylow theorem, rings, factor rings, isomorphism, domains, Irreducible Polynomials, vector spaces, field extensions, public key cryptography, straightedge, compass constructions
Linear Algebra Done Right, 3rd Edition
Author: Sheldon Axler
School: University of Ilorin
Department: Science and Technology
Course Code: MAT206, MAT213, PHY464, ELE576
Topics: vector space, linear map, polynomial, Eigenvalues, Eigenvectors, Invariant Subspaces, inner product space, complex vector spaces, real vector space, trace, determinant
Introduction to General Relativity
Author: Cosimo Bambi
School: University of Ilorin
Department: Science and Technology
Course Code: PHY417, MAT409
Topics: special relativity, relativistic mechanics, electromagnetism, Riemannian geometry, general relativity, Einstein's gravity, Schwarzschild Spacetime, black holes, cosmological models, gravitational waves, Beyond Einstein’s Gravity
Plant Physiology, Development and Metabolism
Author: Satish Bhatla, Manju Lal
School: University of Ilorin
Department: Science and Technology
Course Code: PLB304
Topics: plant water relations, plant mineral nutrition, water transport, solute transport, metabolism, photosynthesis, photoassimilate translocation, respiration, ATP synthesis, light perception, transduction, plant growth regulators, auxin, cytokinin, gibberellin, abscisic acid, ethylene, brassinosteroids, jasmonic acid, signal perception, Embryogenesis, Vegetative Growth, Organogenesis, Pollination, Fertilization, Seed Development, flowering, fruit development, ripening, seed dormancy, seed germinations, plant movement, senescence, programmed cell death, stress physiology, abiotic stress, biotic stress, applied plant physiology, secondary metabolites
Introduction to Particle and Astroparticle Physics,2nd edition
Author: Alessandro De Angelis, Mário Pimenta
School: University of Ilorin
Department: Science and Technology
Course Code: PHY446, PHY447
Topics: cosmology, astrophysics, particle physics, cosmic rays, particle detection, particles, symmetries, field theories, Higgs mechanism, dark universe, neutrinos, high-energy universe, astrobiology
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