Python for Scientific Computation and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI). This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling. Features: No prior experience of programming is required. Online GitHub repository available with codes for readers to practice. Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing. Full solutions to exercises are available as Jupyter notebooks on the Web.

Python for Scientific Computation and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI). This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling. Features: No prior experience of programming is required. Online GitHub repository available with codes for readers to practice. Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing. Full solutions to exercises are available as Jupyter notebooks on the Web.

Excellent reviews of the first edition (Mathematical Reviews, SIAM, Reviews, UK Nonlinear News, The Maple Reporter) New edition has been thoroughly updated and expanded to include more applications, examples, and exercises, all with solutions Two new chapters on neural networks and simulation have also been added Wide variety of topics covered with applications to many fields, including mechanical systems, chemical kinetics, economics, population dynamics, nonlinear optics, and materials science Accessible to a broad, interdisciplinary audience of readers with a general mathematical background, including senior undergraduates, graduate students, and working scientists in various branches of applied mathematics, the natural sciences, and engineering A hands-on approach is used with Maple as a pedagogical tool throughout; Maple worksheet files are listed at the end of each chapter, and along with commands, programs, and output may be viewed in color at the author's website with additional applications and further links of interest at Maplesoft's Application Center

"Business Execution for RESULTS - A practical guide for leaders of small to mid-sized firms" written by Stephen Lynch, was named Judges' Choice Winner in the Management category of the 2014 Small Business Book Awards. The Small Business Book Awards celebrate the best business books that appeal to entrepreneurs, small business owners, CEOs, managers and their employees. The Winners were chosen by an expert panel of 24 judges from the small business community in the USA. The criteria for judging the Winners included: quality and quantity of the content conveyed; usefulness to small business owners and entrepreneurs; and freshness of the subject matter or how it was treated. The level of fan support for each nominee was also taken into account by the judges when choosing the Winners. Ready for Better Business RESULTS? In Business Execution for RESULTS, his practical guide for small to mid-sized companies, Stephen Lynch takes you through the proven strategic planning and business execution processes you need to drive better business RESULTS. This is not just theory. Stephen works in the trenches. As Chief Operating Officer of RESULTS.com - the Business Execution Experts - he knows what it's like to run and grow a business. In his book, he shares the methods the RESULTS.com team uses to grow its global software and consulting business, as well as the businesses of its client firms. Business Execution for RESULTS sets out a framework that utilizes best-of-breed concepts and tools. It's a process that thousands of RESULTS.com clients in all types of fields and industries around the world use to get RESULTS. RESULTS.com's business model gives it a unique and privileged insight into what really works and what doesn't when creating and executing a winning strategy. To save you from spending several lifetimes trying to figure it out on your own, this book will show you: * Why it all starts with a big goal * The importance of strategy (and why Jim Collins was wrong) * How to analyze your industry the right way * How to choose your game and play that game to win * Why most companies get their SWOT analyses wrong * How to make your performance visible * How to really hold your people accountable When companies call Stephen for the first time, they usually want one of two things: They either want him to tell them what to do, or they want him to tell them how to do what they currently do, only better. They're usually surprised when he says he's not going to do that. Stephen won't tell you what to do, but he'll take you, step by step, through a proven framework and share resources you can apply now to get the RESULTS you want. The process works. And it will work for you when you work the process. In Business Execution for RESULTS, Stephen replicates the methodology he personally uses when he works with leadership teams of small and mid-sized firms globally. It incorporates the best of dozens of effective business practices modified to work together in a process that will help you get RESULTS. Today, as Chief Operating Officer of RESULTS.com, Stephen is responsible for researching and developing the strategic planning and business execution practices incorporated in RESULTS.com's software and consulting services, and contained in this book Business Execution for RESULTS.

This comprehensive guide includes a discussion of the play's textual history, analyses of its various contexts and sources of influence, an examination of its dramatic structure, a detailed plot summary, a discussion of major themes and critical approaches, and a look at major productions from the 16th through the 20th century. Shakespeare's As You Like It continues to captivate audiences some 400 years after it was written. This reference is a comprehensive guide to the play. Beginning with a discussion of the play's textual history, the guide analyzes its various contexts and sources of influence. The play's dramatic structure is examined, a detailed plot summary is offered, and the play's major themes—along with an overview of major critical approaches to the work—are discussed. The volume also covers major productions of As You Like It from the 16th through the 20th century.

Though one of the greatest dramatists to have written in English, Shakespeare was not entirely original. He borrowed his plots from various sources, reworked his material, and infused it with his keen perception of humanity and unusual gift of language. This book looks at four of Shakespeare's plays--As You Like It, King Lear, Pericles, and The Winter's Tale--and the primary source texts on which they are based, to show how the dramatist refashioned earlier works. Each chapter examines one play in relation to its major source and to the historical and cultural contexts in which both the play and source were written. Shakespeare's sources thus emerge not merely as raw material for plot and character, but as dynamic and often inconsistent texts involving layers of subtextual and intertextual suggestions and assumptions. The volume demonstrates that in his revisionary practices, Shakespeare does not simply borrow selectively from his sources but appropriates, reimagines, and reacts against them, often by developing and expanding upon contrary suggestions already present in his source texts.