Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific libraries
Key Features
Compute complex mathematical problems using programming logic with the help of step-by-step recipes
Learn how to utilize Python's libraries for computation, mathematical modeling, and statistics
Discover simple yet effective techniques for solving mathematical equations and apply them in real-world statistics
Book Description
Python, one of the world's most popular programming languages, has a number of powerful packages to help you tackle complex mathematical problems in a simple and efficient way. These core capabilities help programmers pave the way for building exciting applications in various domains, such as machine learning and data science, using knowledge in the computational mathematics domain.
The book teaches you how to solve problems faced in a wide variety of mathematical fields, including calculus, probability, statistics and data science, graph theory, optimization, and geometry. You'll start by developing core skills and learning about packages covered in Python's scientific stack, including NumPy, SciPy, and Matplotlib. As you advance, you'll get to grips with more advanced topics of calculus, probability, and networks (graph theory). After you gain a solid understanding of these topics, you'll discover Python's applications in data science and statistics, forecasting, geometry, and optimization. The final chapters will take you through a collection of miscellaneous problems, including working with specific data formats and accelerating code.
By the end of this book, you'll have an arsenal of practical coding solutions that can be used and modified to solve a wide range of practical problems in computational mathematics and data science.
What you will learn
Get familiar with basic packages, tools, and libraries in Python for solving mathematical problems
Explore various techniques that will help you to solve computational mathematical problems
Understand the core concepts of applied mathematics and how you can apply them in computer science
Discover how to choose the most suitable package, tool, or technique to solve a certain problem
Implement basic mathematical plotting, change plot styles, and add labels to the plots using Matplotlib
Get to grips with probability theory with the Bayesian inference and Markov Chain Monte Carlo (MCMC) methods
Who this book is for
This book is for professional programmers and students looking to solve mathematical problems computationally using Python. Advanced mathematics knowledge is not a requirement, but a basic knowledge of mathematics will help you to get the most out of this book. The book assumes familiarity with Python concepts of data structures.
Автор: Varga Andreas Название: Solving Fault Diagnosis Problems: Linear Synthesis Techniques ISBN: 3319846833 ISBN-13(EAN): 9783319846835 Издательство: Springer Рейтинг: Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Part I Basics of Fault Diagnosis.- Introduction.- Modelling systems with faults.- Fault diagnosis.- Model detection.- Part II Synthesis of Residual Generators.- Synthesis of fault detection and isolation filters.- Synthesis of model detection filters.- Computational issues.- Case studies.- Part III Background Material.- System theoretical concepts.- Computational algorithms and software.
Автор: Rhoads, C.j. Roth, William Название: Strategic decision making for successful planning ISBN: 1032055502 ISBN-13(EAN): 9781032055503 Издательство: Taylor&Francis Рейтинг: Цена: 50010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: What is unique about this book is while it`s based on a strong academic foundation, it does not get bogged down in the human-planning or psychological process of solving problems. It doesn`t provide `pie-in-the-sky` creative solutions or a five-year process for solving problems and planning for the future.
Автор: Bandyopadhyay Avimanyu Название: Hands-On GPU Computing with Python ISBN: 1789341078 ISBN-13(EAN): 9781789341072 Издательство: Неизвестно Рейтинг: Цена: 53940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: GPU technologies are the paradigm shift in modern computing. This book will take you through architecting your GPU-based systems to deploying the computational models on GPUs for faster processing. You will learn to program your GPUs to build a GPU-accelerated environment for accelerating machine learning models and other data-intensive processing
Автор: White, Brian E. (cau Ses (complexity Are Us Systems Engineering Strategies), Sudbury, Massachusetts, Usa) Название: Toward solving complex human problems ISBN: 0367638487 ISBN-13(EAN): 9780367638481 Издательство: Taylor&Francis Рейтинг: Цена: 56130.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Readers will learn more about CS characteristics and behaviors, and CSE principles, and will therefore be able to focus on techniques that will better serve them in their working/everyday environments in dealing with complexity.
Автор: Gray, Barbara; Purdy, Jill Название: Collaborating for the Future ISBN: 0198782845 ISBN-13(EAN): 9780198782841 Издательство: Oxford Academ Рейтинг: Цена: 93990.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explains why multistakeholder partnerships are needed to solve societal problems in the 21st century. It identifies global problems and contexts where multistakeholder partnerships are currently in use and offers numerous case examples of such partnerships to help readers grasp their nature and operation.
Автор: Kasser, Joseph Eli (principal, The Right Requirement, Australia) Название: Systems engineering ISBN: 1138387932 ISBN-13(EAN): 9781138387935 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book simplifies systems engineering and shows how it can solve many types of problems. Most people use a form of systems engineering daily. Examples include solving crimes, cooking, or planning an event. This book offers a better understanding of how to solve problems in a systemic and systematic way, and includes risk management in the mix.
Автор: George D. Catalano, Karen Coltharp Название: Engineering Design: An Organic Approach to Solving Complex Problems in the Modern World ISBN: 1681739488 ISBN-13(EAN): 9781681739489 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 42510.00 T Наличие на складе: Нет в наличии. Описание: While more and more undergraduate engineering programs are moving toward a multi-disciplinary capstone experience, there remains a need for a suitable textbook. The present text seeks to meet that need by providing a student friendly step by step template for this important and culminating academic journey beginning with the student design team's first meeting with the client to the final report and presentation. The text provides a wide range of design tools, a discussion of various design methodologies, a brief history of modern engineering, and a substantive consideration of engineering ethics. In addition, chapters are included on communication, team building and dealing with the inevitable obstacles that students encounter. Throughout the text, emphasis is placed upon the issues of environmental impact and the importance of diversity.
Автор: Hejazi, Farzad (university Of Sheffield, United Kingdom) Esfahani, Hojjat Mohammadi (university Putra Malaysia, Selangor, Malaysia) Название: Solving complex problems for structures and bridges using abaqus finite element package ISBN: 1032100397 ISBN-13(EAN): 9781032100395 Издательство: Taylor&Francis Рейтинг: Цена: 117390.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book aims to present specific complicated and puzzling challenges encountered for application of the Finite Element Method (FEM) in solving Structural Engineering problems by using ABAQUS software, which can fully utilize this method in complex simulation and analysis.Therefore, an attempt has been to demonstrate the all process for modeling and analysis of impenetrable problems through simplified step by step illustrations with presenting screenshots from software in each part and also showing graphs. Farzad Hejazi is the Associate Professor in the Department of Civil Engineering, Faculty of Engineering, University Putra Malaysia (UPM), and a Senior Visiting Academic at the University of Sheffield, UK.Hojjat Mohammadi Esfahani,an expert on Finite Element Simulation,has more than 10 years of experience in the teaching and training of Finite Element packages, such as ABAQUS.
Автор: Kasser Joseph Eli Название: Systems Engineering: A Systemic and Systematic Methodology for Solving Complex Problems ISBN: 0367776537 ISBN-13(EAN): 9780367776534 Издательство: Taylor&Francis Рейтинг: Цена: 50010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book simplifies systems engineering and shows how it can solve many types of problems. Most people use a form of systems engineering daily. Examples include solving crimes, cooking, or planning an event. This book offers a better understanding of how to solve problems in a systemic and systematic way, and includes risk management in the mix.
Автор: Pawlak, Ralph R. Название: Solving Complex Industrial Problems without Statistics ISBN: 0367782936 ISBN-13(EAN): 9780367782931 Издательство: Taylor&Francis Рейтинг: Цена: 50010.00 T Наличие на складе: Нет в наличии.
Название: Instructional Design: International Perspectives ISBN: 1138972827 ISBN-13(EAN): 9781138972827 Издательство: Taylor&Francis Рейтинг: Цена: 33670.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Instructional design theory and practice has evolved over the past 30 years from an initial narrow focus on programmed instruction to a multidimensional field of study integrating psychology, technology, evaluation, measurement, and management
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