Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Download or read book Vedic Mathematics written by Dr. Yogesh Chandna and published by Dr. Yogesh Chandna. This book was released on with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gift these books your kids, gift of knowledge. It helps to Eradicate fear of Mathematics completely. It helps to Learn School Maths Easy way. This book is for Children in Class 6/7/8 Standard (11-14 Years) Vedic Mathematics is a collection of Techniques/Sutras to solve mathematical arithmetics in easy and faster way. It consists of 16 Sutras (Formulae) and 13 sub-sutras (Sub Formulae) which can be used for problems involved in arithmetic, algebra, geometry, calculus, conics. Vedic mathematics, simplifies arithmetic and algebraic operations, and has increasingly found acceptance the world over. Vedic Mathematics helps find solutions in a single or a few steps where as conventional methods require multiple steps.
Download or read book Famous Websites in Mathematics written by KUPARALA VENKATA VIDYASAGAR and published by Kuparala Venkata Vidyasagar. This book was released on 2021-12-22 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Department of Mathematics, SVLNS Government Degree College, Bheemunipatnam, Visakhapatnam District launching the book titled " Famous Website in Mathematics. This book is entirely a work of collection of websites useful to the research scholars as well as PG and UG students.
Download or read book Course In Mathematics For The Iit Jee And Other Engineering Entrance Examinations Vector And 3 D Geometry written by Choubey K. R. and published by Pearson Education India. This book was released on 2011-09 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cogitations on Advances in Physical and Mathematical Sciences written by J.G.VALAN ARASU,MITA DARBARI and published by SHREE VINAYAK PUBLICATION. This book was released on 2022-06-24 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book A Textbook of Engineering Mathematics written by N. P. Bali and published by Laxmi Publications. This book was released on 2004 with total page 1438 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Algebra 2 Course in Mathematics for the IIT JEE and Other Engineering Entrance Examinations written by K.R. Choubey, Ravikant Choubey, Chandrakant Choubey and published by Pearson Education India. This book was released on with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book A Compact Comprehensive Book of IIT Foundation Maths Class 7 written by S. K. Gupta & Anubhuti Gangal and published by S. Chand Publishing. This book was released on with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key Concepts have been given at the beginning of each chapter to facilitate thorough revision and recall. Contains large number of Solved Examples and Practice Questions
Download or read book Symmetric Functions and Combinatorial Operators on Polynomials written by Alain Lascoux and published by American Mathematical Soc.. This book was released on with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theory of symmetric functions is an old topic in mathematics which is used as an algebraic tool in many classical fields. With $\lambda$-rings, one can regard symmetric functions as operators on polynomials and reduce the theory to just a handful of fundamental formulas. One of the main goals of the book is to describe the technique of $\lambda$-rings. The main applications of this technique to the theory of symmetric functions are related to the Euclid algorithm and itsoccurrence in division, continued fractions, Pade approximants, and orthogonal polynomials. Putting the emphasis on the symmetric group instead of symmetric functions, one can extend the theory to non-symmetric polynomials, with Schur functions being replaced by Schubert polynomials. In two independentchapters, the author describes the main properties of these polynomials, following either the approach of Newton and interpolation methods or the method of Cauchy. The last chapter sketches a non-commutative version of symmetric functions, using Young tableaux and the plactic monoid. The book contains numerous exercises clarifying and extending many points of the main text. It will make an excellent supplementary text for a graduate course in combinatorics.
Download or read book Vedic Mathematics Step by Step Step4 written by Dr. Yogesh Chandna and published by Dr. Yogesh Chandna. This book was released on with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vedic Mathematics is a collection of Techniques/Sutras to solve mathematical arithmetics in easy and faster way. It consists of 16 Sutras (Formulae) and 13 sub-sutras (Sub Formulae) which can be used for problems involved in arithmetic, algebra, geometry, calculus, conics. Vedic mathematics, simplifies arithmetic and algebraic operations, and has increasingly found acceptance the world over. Vedic Mathematics helps find solutions in a single or a few steps where as conventional methods require multiple steps. Vedic Mathematics eases and simplifies multiplication, divisibility, complex numbers, squaring, cubing, square and cube roots. Even recurring decimals and auxiliary fractions can be handled by Vedic Mathematics. Vedic Mathematics: Step by Step ,Written in simple language which is self explanatory & with lot of solved examples & sufficient exercises.
Download or read book The Mathematics Student written by and published by . This book was released on 1974 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book ISC Maths XI written by O.P. Malhotra & S.K. Gupta & Anubhuti Gangal and published by S. Chand Publishing. This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ISC Maths XI
Download or read book A Compact Comprehensive Book of IIT Foundation Maths Class 6 written by S. K. Gupta & Anubhuti Gangal and published by S. Chand Publishing. This book was released on with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key Concepts have been given at the beginning of each chapter to facilitate thorough revision and recall. Contains large number of Solved Examples and Practice Questions
Download or read book A Compact Comprehensive Book of IIT Foundation Maths Class 8 written by S. K. Gupta & Anubhuti Gangal and published by S. Chand Publishing. This book was released on with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key Concepts have been given at the beginning of each chapter to facilitate thorough revision and recall. Contains large number of Solved Examples and Practice Questions
Download or read book Simone s Diary written by Helena Pielichaty and published by Oxford University Press, USA. This book was released on 2003 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simone has just started secondary school and has agreed to help a student teacher with his research by filling in questionnaires and keeping a diary about all her experiences. In true Simone style she sometimes finds herself writing not only about school but also about her interesting, andvery funny, life outside school too.Ideal for fans of Jacqueline Wilson'I warmed to Simone and her realistic approach to life - she's Adrian Mole without the angst.' School Librarian
Download or read book Maths MP MPI written by Pierre Bernard and published by . This book was released on 2024-08-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Educart CBSE APPLIED MATHS Chapterwise Question Bank Class 12 with Solved Papers for 2023 2024 written by Educart and published by Educart. This book was released on 2023-08-25 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt:
