Download or read book Math for Programmers written by Paul Orland and published by Manning Publications. This book was released on 2021-01-12 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. Summary To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest programming fields. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Skip the mathematical jargon: This one-of-a-kind book uses Python to teach the math you need to build games, simulations, 3D graphics, and machine learning algorithms. Discover how algebra and calculus come alive when you see them in code! About the book In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. What's inside Vector geometry for computer graphics Matrices and linear transformations Core concepts from calculus Simulation and optimization Image and audio processing Machine learning algorithms for regression and classification About the reader For programmers with basic skills in algebra. About the author Paul Orland is a programmer, software entrepreneur, and math enthusiast. He is co-founder of Tachyus, a start-up building predictive analytics software for the energy industry. You can find him online at www.paulor.land. Table of Contents 1 Learning math with code PART I - VECTORS AND GRAPHICS 2 Drawing with 2D vectors 3 Ascending to the 3D world 4 Transforming vectors and graphics 5 Computing transformations with matrices 6 Generalizing to higher dimensions 7 Solving systems of linear equations PART 2 - CALCULUS AND PHYSICAL SIMULATION 8 Understanding rates of change 9 Simulating moving objects 10 Working with symbolic expressions 11 Simulating force fields 12 Optimizing a physical system 13 Analyzing sound waves with a Fourier series PART 3 - MACHINE LEARNING APPLICATIONS 14 Fitting functions to data 15 Classifying data with logistic regression 16 Training neural networks

Download or read book College Success written by Amy Baldwin and published by . This book was released on 2020-03 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Solution of Cubic and Quartic Equations written by S. Neumark and published by Elsevier. This book was released on 2014-05-16 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solution of Cubic and Quartic Equations presents the classical methods in solving cubic and quartic equations to the highest possible degree of efficiency. This book suggests a rapid and efficient method of computing the roots of an arbitrary cubic equation with real coefficients, by using specially computed 5-figure tables. The method of factorizing an arbitrary quartic equation by an appropriate use of a resolvent cubic is also discussed. Section 4 of this text gives several numerical examples that show the rapidity of the procedures suggested. This publication is valuable to mathematicians and students intending to acquire knowledge of the cubic and quartic equations.

Download or read book Undergraduate Algebra written by Serge Lang and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: The companion title, Linear Algebra, has sold over 8,000 copies The writing style is very accessible The material can be covered easily in a one-year or one-term course Includes Noah Snyder's proof of the Mason-Stothers polynomial abc theorem New material included on product structure for matrices including descriptions of the conjugation representation of the diagonal group

Download or read book Groups Difference Sets and the Monster written by K. T. Arasu and published by Walter de Gruyter. This book was released on 1996 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Groups, Difference Sets, and the Monster".

Download or read book Constitutive Equations of Nonlinear Electromagnetic Elastic Crystals written by E. Kiral and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuum physics is concemed with the predictions of deformations, stress, temperature, and electromagnetic fields in deformable and fluent bodies. To that extent, mathematical formulation requires the establishment of basic balance laws and constitutive equations. Balance laws are the union of those of continuum thermomechanics and MaxweIl's equations, as coIlected in Chapter 1. To dose the theory it is necessary to formulate equations for the material response to extemal stimuli. These equations bring into play the material properties of the media under consideration. In their simplest forms these are the constitutive laws, such as Hooke's law of dassical elasticity, Stokes' law of viscosity of viscous fluids, Fourier's law of heat conduction, Ohm's law of electric conduction, etc. For large deformations and fields in material media, the constitutive laws become very complicated, in vol ving all physical effects and material symmetry. The present work is concemed with the material symmetry regulations arising from the crystaIlographic symmetry of magnetic crystals. While there exist some works on the thirty-two conventional crystal dasses, exduding the linear case, there exists no study on the nonlinear constitutive equations for the ninty magnetic crystal dasses. Yet the interaction of strong electromagnetic fields with deformable solids cannot be explained without the material sym metry regulations relevant to magnetic crystals. In this monograph, we present a thorough discussion of magnetic symmetry by means of group theory. We consider onlyone scalar function which depends on one symmetric second-order tensor (e. g."

Download or read book An improved system of telegraphic communications Continuation of the general vocabulary Supplementary vocabulary written by Thomas LYNN and published by . This book was released on 1814 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Army Needs to Modify Its System for Measuring Individual Soldier Proficiency written by United States. General Accounting Office and published by . This book was released on 1982 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Gravity Geoid and Marine Geodesy written by Jiro Segawa and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on an international symposium held in Tokyo, the volume combines papers in the fields of gravity, geoid and marine geodesy. Special emphasis is placed on the use of gravity in modeling tectonic processes and the problems of geophysical inversion. In addition, absolute and relative gravity measurement in static and airborne mode, satellite altimetry, geopotential modeling, and global geodynamics are dealt with. The field of marine geodesy includes contributions on sea level change, seafloor deformation and mapping, sea surface positioning, electronic charting, and datum transformations.

Download or read book The President s Report to the Board of Regents for the Academic Year Financial Statement for the Fiscal Year written by University of Michigan and published by . This book was released on 1900 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Course of Study For the pupil written by Cleveland (Ohio). Board of Education. Bureau of Educational Research and published by . This book was released on 1927 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book A Theoretical and Practical Treatise on Algebra written by Horatio Nelson Robinson and published by . This book was released on 1858 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book PreCalculus with Videos and Animations written by Xunming Du and published by Xunming Du. This book was released on 2024-02-06 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The eBook has revolutionized the way students approach mathematics. Each concept is elucidated through videos, which can be accessed by scanning QR codes with a smartphone. This interactive feature brings the learning material to life right on the student’s device. Moreover, the eBook incorporates animated graphs, offering students the opportunity to dissect these graphs frame by frame. This allows them to visually correlate the points on the graph with their algebraic counterparts, enhancing their understanding of the subject matter. The eBook has been well-received by my students, and its format lends itself to be used directly for class presentations by teachers. This dynamic and innovative approach to learning has earned recognition from the Nevada System of Higher Education, which has awarded Professor Du for his pioneering work in this field.

Download or read book A Manual on Certification Requirements for School Personnel in the United States written by and published by . This book was released on 1962 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Complete 10 Hole Diatonic Harmonica Series Ab Harmonica Book written by James Major and published by Mel Bay Publications. This book was released on 2010-10-07 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finally! There is a definitive reference guide available for harmonicas in each and every key. This ground breaking series unlocks the musical power of the 10-hole major diatonic harmonica. One key at a time, each is designed to present detailed musical information for beginners, intermediate and advanced players who are either music readers or non-reading players. Learn the notes, intervals, bends, overbends, dyads, chords, arpeggios, modes and scales that are specific to each harmonica key. There is also a special section in each book showing other types of diatonic harmonicas and the variations unique to them like—extreme bending, low-tuned, octave and tremolo-tuned models and more.Have you ever wondered which harmonica is the best one to use when you're ready to play a tune? Have you ever sat with a lap full of harmonicas desperately trying one after another, searching for the key that has all of the right notes? the Complete 10-hole Diatonic Harmonica Series is the definitive music reference guide that resolves those dilemmas and more. the A-Flat Harmonica Book is packed with information about chords, arpeggios, modes, positions, scales, bends, overbends and basic music theory unique to the 10-hole A-Flat major diatonic harp. Learn how to effectively play blues scales in seven different keys. It's simple. If you have an A-Flat harmonica you should own the A-Flat Harmonica Book.

Download or read book Statistics of Public Education in England and Wales written by Great Britain. Board of Education and published by . This book was released on 1912 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Melbourne University Calendar written by University of Melbourne and published by . This book was released on 1894 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: