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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

Complex Analysis, 3rd edition

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

Abstract Algebra

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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