Level 3 Statistics Externals Learning Workbook

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Publisher :
ISBN 13 : 9781988548449
Total Pages : pages
Book Rating : 4.5/5 (484 download)

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Book Synopsis Level 3 Statistics Externals Learning Workbook by : Frances Hinchliffe

Download or read book Level 3 Statistics Externals Learning Workbook written by Frances Hinchliffe and published by . This book was released on 2021-11-04 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Level 3 Statistics Learning Workbook

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Publisher :
ISBN 13 : 9780947504762
Total Pages : 386 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Level 3 Statistics Learning Workbook by : Frances Hinchliffe

Download or read book Level 3 Statistics Learning Workbook written by Frances Hinchliffe and published by . This book was released on 2018 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Level 2 Mathematics and Statistics Externals Learning Workbook

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Publisher :
ISBN 13 : 9781990015137
Total Pages : pages
Book Rating : 4.0/5 (151 download)

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Book Synopsis Level 2 Mathematics and Statistics Externals Learning Workbook by : Phyl Haydock

Download or read book Level 2 Mathematics and Statistics Externals Learning Workbook written by Phyl Haydock and published by . This book was released on 2020-11-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Statistical Learning

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Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis An Introduction to Statistical Learning by : Gareth James

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Mathematics for Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1108569323
Total Pages : 392 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Mathematics for Machine Learning by : Marc Peter Deisenroth

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.

Biology Workbook NCEA Level 3

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Publisher :
ISBN 13 : 9780170355582
Total Pages : 0 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Biology Workbook NCEA Level 3 by : Martin Hanson

Download or read book Biology Workbook NCEA Level 3 written by Martin Hanson and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workbook meets the needs of students doing NCEA Biology at level 3. All seven standards are covered in detail, each consisting of several units. Every unit has a group of review activities under the heading 'Check your understanding', with an overall total of 260 questions. Answers are provided at the back of this book.

Factfulness

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Publisher : Flatiron Books
ISBN 13 : 125012381X
Total Pages : 353 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis Factfulness by : Hans Rosling

Download or read book Factfulness written by Hans Rosling and published by Flatiron Books. This book was released on 2018-04-03 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: INSTANT NEW YORK TIMES BESTSELLER “One of the most important books I’ve ever read—an indispensable guide to thinking clearly about the world.” – Bill Gates “Hans Rosling tells the story of ‘the secret silent miracle of human progress’ as only he can. But Factfulness does much more than that. It also explains why progress is so often secret and silent and teaches readers how to see it clearly.” —Melinda Gates "Factfulness by Hans Rosling, an outstanding international public health expert, is a hopeful book about the potential for human progress when we work off facts rather than our inherent biases." - Former U.S. President Barack Obama Factfulness: The stress-reducing habit of only carrying opinions for which you have strong supporting facts. When asked simple questions about global trends—what percentage of the world’s population live in poverty; why the world’s population is increasing; how many girls finish school—we systematically get the answers wrong. So wrong that a chimpanzee choosing answers at random will consistently outguess teachers, journalists, Nobel laureates, and investment bankers. In Factfulness, Professor of International Health and global TED phenomenon Hans Rosling, together with his two long-time collaborators, Anna and Ola, offers a radical new explanation of why this happens. They reveal the ten instincts that distort our perspective—from our tendency to divide the world into two camps (usually some version of us and them) to the way we consume media (where fear rules) to how we perceive progress (believing that most things are getting worse). Our problem is that we don’t know what we don’t know, and even our guesses are informed by unconscious and predictable biases. It turns out that the world, for all its imperfections, is in a much better state than we might think. That doesn’t mean there aren’t real concerns. But when we worry about everything all the time instead of embracing a worldview based on facts, we can lose our ability to focus on the things that threaten us most. Inspiring and revelatory, filled with lively anecdotes and moving stories, Factfulness is an urgent and essential book that will change the way you see the world and empower you to respond to the crises and opportunities of the future. --- “This book is my last battle in my life-long mission to fight devastating ignorance...Previously I armed myself with huge data sets, eye-opening software, an energetic learning style and a Swedish bayonet for sword-swallowing. It wasn’t enough. But I hope this book will be.” Hans Rosling, February 2017.

Learning Statistics with R

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Publisher : Lulu.com
ISBN 13 : 1326189727
Total Pages : 617 pages
Book Rating : 4.3/5 (261 download)

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Book Synopsis Learning Statistics with R by : Daniel Navarro

Download or read book Learning Statistics with R written by Daniel Navarro and published by Lulu.com. This book was released on 2013-01-13 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com

LWB NCEA Level 3 Statistics Learning Workbook 2013

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Publisher :
ISBN 13 : 9781927245484
Total Pages : 320 pages
Book Rating : 4.2/5 (454 download)

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Book Synopsis LWB NCEA Level 3 Statistics Learning Workbook 2013 by : Frances Hinchliffe

Download or read book LWB NCEA Level 3 Statistics Learning Workbook 2013 written by Frances Hinchliffe and published by . This book was released on 2013 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:

What We Owe Each Other

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Publisher : Princeton University Press
ISBN 13 : 069120764X
Total Pages : 256 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis What We Owe Each Other by : Minouche Shafik

Download or read book What We Owe Each Other written by Minouche Shafik and published by Princeton University Press. This book was released on 2022-08-23 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: From one of the leading policy experts of our time, an urgent rethinking of how we can better support each other to thrive Whether we realize it or not, all of us participate in the social contract every day through mutual obligations among our family, community, place of work, and fellow citizens. Caring for others, paying taxes, and benefiting from public services define the social contract that supports and binds us together as a society. Today, however, our social contract has been broken by changing gender roles, technology, new models of work, aging, and the perils of climate change. Minouche Shafik takes us through stages of life we all experience—raising children, getting educated, falling ill, working, growing old—and shows how a reordering of our societies is possible. Drawing on evidence and examples from around the world, she shows how every country can provide citizens with the basics to have a decent life and be able to contribute to society. But we owe each other more than this. A more generous and inclusive society would also share more risks collectively and ask everyone to contribute for as long as they can so that everyone can fulfill their potential. What We Owe Each Other identifies the key elements of a better social contract that recognizes our interdependencies, supports and invests more in each other, and expects more of individuals in return. Powerful, hopeful, and thought-provoking, What We Owe Each Other provides practical solutions to current challenges and demonstrates how we can build a better society—together.

Interpretable Machine Learning

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Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)

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Book Synopsis Interpretable Machine Learning by : Christoph Molnar

Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Walker Maths Senior 2. 12 Probability Methods Workbook

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Publisher :
ISBN 13 : 9780170354240
Total Pages : 0 pages
Book Rating : 4.3/5 (542 download)

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Book Synopsis Walker Maths Senior 2. 12 Probability Methods Workbook by : Charlotte Walker

Download or read book Walker Maths Senior 2. 12 Probability Methods Workbook written by Charlotte Walker and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Walker Maths is a series of single standard workbooks containing high-quality, up to date material at NCEA Mathematics levels 1, 2 and 3. The well-designed, write-on workbooks contain teaching material, including relevant formulae, and ample practice exercises along with sample tasks and questions. The workbooks reflect the content and style of the new standards, and allow teachers total flexibility in course design for students at all levels. As a single standard series, Walker Maths offers Maths department the ability to buy titles all at once, or throughout the year as required. A Walker Maths Digital Teacher Resource is available for $9.95 per year for a single download. Each Digital Teacher Resource includes a Walker Maths eBook/projection file. Plus a selection of ' Worksheets ' Extra questions ' Teacher notes ' Videos ' Puzzle sheets ' Practice quizzes ' Worked solutions Schools qualify by adopting the corresponding workbook. Please contact your Sales Representative for more information.

Government Finance Statistics Manual 2014

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Publisher : International Monetary Fund
ISBN 13 : 1498379214
Total Pages : 470 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis Government Finance Statistics Manual 2014 by : Mrs.Sage De Clerck

Download or read book Government Finance Statistics Manual 2014 written by Mrs.Sage De Clerck and published by International Monetary Fund. This book was released on 2015-03-10 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2007–09 international financial crisis underscored the importance of reliable and timely statistics on the general government and public sectors. Government finance statistics are a basis for fiscal analysis and they play a vital role in developing and monitoring sound fiscal programs and in conducting surveillance of economic policies. The Government Finance Statistics Manual 2014 represents a major step forward in clarifying the standards for compiling and presenting fiscal statistics and strengthens the worldwide effort to improve public sector reporting and transparency.

Level 3 Statistics AME Workbook

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ISBN 13 : 9781988548265
Total Pages : 122 pages
Book Rating : 4.5/5 (482 download)

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Book Synopsis Level 3 Statistics AME Workbook by : Rory Barrett

Download or read book Level 3 Statistics AME Workbook written by Rory Barrett and published by . This book was released on 2018 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Level 3 Statistics AME Workbook has been updated for 2018. It covers the three external Mathematics and Statistics Achievement Standards: 3.12 Evaluate statistically based reports; 3.13 Apply probability concepts in solving problems; 3.14 Apply probability distributions in solving problems. This workbook has brief exam revision notes for end-of-year study, with examples and NCEA exam questions from 2017 and earlier years. Full answers with explanations and A, M and E grades are given. Use this workbook all year round or during Terms 3 and 4 to revise and practise exam questions.

OpenIntro Statistics

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ISBN 13 : 9781943450046
Total Pages : pages
Book Rating : 4.4/5 (5 download)

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Book Synopsis OpenIntro Statistics by : David Diez

Download or read book OpenIntro Statistics written by David Diez and published by . This book was released on 2015-07-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Level 2 Calculus 2.7 Learning Workbook

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Publisher :
ISBN 13 : 9781988586618
Total Pages : pages
Book Rating : 4.5/5 (866 download)

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Book Synopsis Level 2 Calculus 2.7 Learning Workbook by : Phyl Haydock

Download or read book Level 2 Calculus 2.7 Learning Workbook written by Phyl Haydock and published by . This book was released on 2020-07-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Level 1 Mathematics Externals Learning Workbook

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Publisher :
ISBN 13 : 9781927297629
Total Pages : 238 pages
Book Rating : 4.2/5 (976 download)

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Book Synopsis Level 1 Mathematics Externals Learning Workbook by : Phyl Haydock

Download or read book Level 1 Mathematics Externals Learning Workbook written by Phyl Haydock and published by . This book was released on 2014-08-01 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Covers the four externally assessed Level 1 Mathematics and Statistics Achievement Standards 1.2 (91027), 1.3 (91028), 1.6 (91031) and 1.12 (91037). It features brief notes, clear explanations, numerous worked examples and relevant exercises with answers. Use throughout the year to support classroom work, to help with internal assessments and to revise for end-of-year exams"--Publisher's website.