Academic Success
Author: Cristy Bartlett
Publisher:
Published: 2021
Total Pages:
ISBN-13:
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Mathematics for Machine Learning
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
Published: 2020-04-23
Total Pages: 392
ISBN-13: 1108569323
DOWNLOAD EBOOKThe 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.
Study Maths
Author: Wendy Colyn
Publisher: Pearson South Africa
Published: 2000-12
Total Pages: 132
ISBN-13: 9780636047075
DOWNLOAD EBOOKStudy Maths
Author: Penny Nyren
Publisher: Pearson South Africa
Published: 1999-12
Total Pages: 132
ISBN-13: 9780636042667
DOWNLOAD EBOOKSuperSimple Maths
Author:
Publisher: DK Publishing (Dorling Kindersley)
Published: 2021-06
Total Pages: 0
ISBN-13: 9780241470954
DOWNLOAD EBOOK"Topics are broken down into bitesize chunks, with colourful diagrams and visuals to make each topic crystal clear and bring maths into focus for even the most reluctant mathematicians. Panels explore maths in greater detail, from worked-through problems to stories about maths in the real world. For revision, a handy "Key facts" box provides a simple summary you can check back on later. With clear, concise coverage of all the core maths topics, SuperSimple Maths is an accessible guide to maths for children, making studying for exams the easiest it's ever been"--Publisher's description.
Why Study Mathematics?
Author: Vicky Neale
Publisher: London Publishing Partnership
Published: 2020-10-27
Total Pages: 210
ISBN-13: 1913019128
DOWNLOAD EBOOKConsidering studying mathematics at university? Wondering whether a mathematics degree will get you a good job, and what you might earn? Want to know what it's actually like to study mathematics at degree level? This book tells you what you need to know. Studying any subject at degree level is an investment in the future that involves significant cost. Now more than ever, students and their parents need to weigh up the potential benefits of university courses. That's where the Why Study series comes in. This series of books, aimed at students, parents and teachers, explains in practical terms the range and scope of an academic subject at university level and where it can lead in terms of careers or further study. Each book sets out to enthuse the reader about its subject and answer the crucial questions that a college prospectus does not.
Learning and Teaching Mathematics 0-8
Author: Helen Taylor
Publisher: SAGE
Published: 2013-11-14
Total Pages: 281
ISBN-13: 1446296415
DOWNLOAD EBOOK′What a super book! It is absolutely packed with practical ideas and activities to help you love maths, and love teaching and/or learning it. It certainly helps to develop an enthusiasm for a subject most adults tend to say "I′m no good at..."′ - Early Years Educator ‘A wonderful book, packed with practical ideas and activities to help all students love maths.’ - Jo Boaler, Professor of Mathematics Education, Stanford University Fostering an enthusiasm for mathematics in young children is a vital part of supporting their mathematical development. Underpinned by subject and pedagogical knowledge, case studies and research-based perspectives, the authors provide clear guidance on how to support young children′s learning and understanding in an effective and engaging way. Contemporary approaches to developing essential mathematical learning for young children are explored, including: play, practical activities and talk for mathematics outdoor learning understanding pattern counting, calculation and place value measures and shape problem solving and representing mathematics assessment working with parents. Written for both trainees and practitioners working with children aged 0 to 8 years, including those studying for Early Years and Early Childhood degrees and those on Primary PGCE and Primary Education courses, this book offers mathematical subject knowledge and teaching ideas in one volume. Helen Taylor is Course Leader of PGCE Primary Part-time Mathematics at Canterbury Christ Church University. Andrew Harris is Course Leader of PGCE Modular Mathematics at Canterbury Christ Church University.
Handbook of Exact Solutions for Ordinary Differential Equations
Author: Valentin F. Zaitsev
Publisher: CRC Press
Published: 2002-10-28
Total Pages: 815
ISBN-13: 1420035339
DOWNLOAD EBOOKExact solutions of differential equations continue to play an important role in the understanding of many phenomena and processes throughout the natural sciences in that they can verify the correctness of or estimate errors in solutions reached by numerical, asymptotic, and approximate analytical methods. The new edition of this bestselling handboo
How I Wish I'd Taught Maths
Author: Craig Barton
Publisher:
Published: 2018
Total Pages: 451
ISBN-13: 9781943920587
DOWNLOAD EBOOKBrought to an American audience for the first time, How I Wish I'd Taught Maths is the story of an experienced and successful math teacher's journey into the world of research, and how it has entirely transformed his classroom.
Figuring Out Fluency in Mathematics Teaching and Learning, Grades K-8
Author: Jennifer M. Bay-Williams
Publisher: Corwin
Published: 2021-03-02
Total Pages: 265
ISBN-13: 1071818430
DOWNLOAD EBOOKBecause fluency practice is not a worksheet. Fluency in mathematics is more than adeptly using basic facts or implementing algorithms. Real fluency involves reasoning and creativity, and it varies by the situation at hand. Figuring Out Fluency in Mathematics Teaching and Learning offers educators the inspiration to develop a deeper understanding of procedural fluency, along with a plethora of pragmatic tools for shifting classrooms toward a fluency approach. In a friendly and accessible style, this hands-on guide empowers educators to support students in acquiring the repertoire of reasoning strategies necessary to becoming versatile and nimble mathematical thinkers. It includes: "Seven Significant Strategies" to teach to students as they work toward procedural fluency. Activities, fluency routines, and games that encourage learning the efficiency, flexibility, and accuracy essential to real fluency. Reflection questions, connections to mathematical standards, and techniques for assessing all components of fluency. Suggestions for engaging families in understanding and supporting fluency. Fluency is more than a toolbox of strategies to choose from; it’s also a matter of equity and access for all learners. Give your students the knowledge and power to become confident mathematical thinkers.
