ace the coding interview with Python and JavaScript

The latest instalment in the bestselling If I had... series imagines life with a kangaroo as a pet. With rollicking rhymes and bold illustrations, this charming bedtime story follows a little girl's flight of fancy as she imagines the advantages and disadvantages of having a kangaroo as a pet.Being an ace on the basketball court is a breeze, but hold on to your stomach during the school run - it's pretty bumpy being bounced around in a pouch!

Along with updating all chapters and Python code examples, the second edition of this bestseller includes new chapters on Gaussian processes, Boltzmann machines, and deep belief networks. It also revi

Coding for a purpose: helping young people combine journalism, data, design, and code to make media that makes a difference.Educators are urged to teach “code for all”―to make a specialized field accessible for students usually excluded from it. In Code for What? Clifford Lee and Elisabeth Soep instead ask the question, “code for what?” What if coding were a justice-driven medium for storytelling rather than a narrow technical skill? What if “democratizing” computer science went beyond the usual one-off workshop and empowered youth to create digital products for social impact? Lee and Soep answer these questions with stories of a diverse group of young people in Oakland, California, who combine journalism, data, design, and code to create media that make a difference. These teenage and young adult producers created interactive projects that explored gendered and racialized dress code policies in schools; designed tools for LBGTQ+ youth experiencing discrimination; investigated facial r

Master the usage of s-parameters in signal integrity applications and gain full understanding of your simulation and measurement environment with this rigorous and practical guide. Solve specific signal integrity problems including calculation of the s-parameters of a network, linear simulation of circuits, de-embedding, and virtual probing, all with expert guidance. Learn about the interconnectedness of s-parameters, frequency responses, filters, and waveforms. This invaluable resource for signal integrity engineers is supplemented with the open-source software SignalIntegrity, a Python package for scripting solutions to signal integrity problems.

Faust has been called the fundamental icon of Western culture, and Goethe's inexhaustible poetic drama is the centrepiece of its tradition in literature, music and art. In recent years, this play has experienced something of a renaissance, with a surge of studies, theatre productions, press coverage and public discussions. Reflecting this renewed interest, leading Goethe scholars in this volume explore the play's striking modernity within its theatrical framework. The chapters present new aspects such as the virtuality of Faust, the music drama, the modernization of evil, Faust's blindness, the gay Mephistopheles, classic beauty and horror as phantasmagoria, and Goethe's anticipation of modern science, economics and ecology. The book contains an illustrated section on Faust in modern performance, with contributions by renowned directors, critics and dramaturges, and a major interview with Peter Stein, director of the uncut 'millennium production' of Expo 2000.

The renowned communications theorist Robert Gallager brings his lucid writing style to the study of the fundamental system aspects of digital communication for a one-semester course for graduate students. With the clarity and insight that have characterized his teaching and earlier textbooks, he develops a simple framework and then combines this with careful proofs to help the reader understand modern systems and simplified models in an intuitive yet precise way. A strong narrative and links between theory and practice reinforce this concise, practical presentation. The book begins with data compression for arbitrary sources. Gallager then describes how to modulate the resulting binary data for transmission over wires, cables, optical fibers, and wireless channels. Analysis and intuitive interpretations are developed for channel noise models, followed by coverage of the principles of detection, coding, and decoding. The various concepts covered are brought together in a description of

Wireless technology is a truly revolutionary paradigm shift, enabling multimedia communications between people and devices from any location. It also underpins exciting applications such as sensor networks, smart homes, telemedicine, and automated highways. This book provides a comprehensive introduction to the underlying theory, design techniques and analytical tools of wireless communications, focusing primarily on the core principles of wireless system design. The book begins with an overview of wireless systems and standards. The characteristics of the wireless channel are then described, including their fundamental capacity limits. Various modulation, coding, and signal processing schemes are then discussed in detail, including state-of-the-art adaptive modulation, multicarrier, spread spectrum, and multiple antenna techniques. The concluding chapters deal with multiuser communications, cellular system design, and ad-hoc network design. Design insights and tradeoffs are emphasized

This practically-oriented, all-inclusive guide covers all the major enabling techniques for current and next-generation cellular communications and wireless networking systems. Technologies covered include CDMA, OFDM, UWB, turbo and LDPC coding, smart antennas, wireless ad hoc and sensor networks, MIMO, and cognitive radios, providing readers with everything they need to master wireless systems design in a single volume. Uniquely, a detailed introduction to the properties, design, and selection of RF subsystems and antennas is provided, giving readers a clear overview of the whole wireless system. It is also the first textbook to include a complete introduction to speech coders and video coders used in wireless systems. Richly illustrated with over 400 figures, and with a unique emphasis on practical and state-of-the-art techniques in system design, rather than on the mathematical foundations, this book is ideal for graduate students and researchers in wireless communications, as well

Multiple-input multiple-output (MIMO) technology constitutes a breakthrough in the design of wireless communications systems, and is already at the core of several wireless standards. Exploiting multipath scattering, MIMO techniques deliver significant performance enhancements in terms of data transmission rate and interference reduction. This 2007 book is a detailed introduction to the analysis and design of MIMO wireless systems. Beginning with an overview of MIMO technology, the authors then examine the fundamental capacity limits of MIMO systems. Transmitter design, including precoding and space-time coding, is then treated in depth, and the book closes with two chapters devoted to receiver design. Written by a team of leading experts, the book blends theoretical analysis with physical insights, and highlights a range of key design challenges. It can be used as a textbook for advanced courses on wireless communications, and will also appeal to researchers and practitioners working

Do you need to know what signal type to select for a wireless application? Quickly develop a useful expertise in digital modulation with this practical guide, based on the author's experience of over thirty years in industrial design. You will understand the physical meaning behind the mathematics of wireless signals and learn the intricacies and tradeoffs in signal selection and design. Six modulation families and twelve modulation types are covered in depth, together with a quantitative ranking of relative cost incurred to implement any of twelve modulation types. Extensive discussions of the Shannon Limit, Nyquist filtering, efficiency measures and signal-to-noise measures are provided, radio wave propagation and antennas, multiple access techniques, and signal coding principles are all covered, and spread spectrum and wireless system operation requirements are presented.

Jonathan Stalling’s experimental approach to bridging art, poetics, and linguistics imagines a world where individual value systems are no longer translated into the language of other mediums, but foster conscious “interlanguages.” Stalling writes, “Meeting in the middle, ‘interlanguages’ are spaces where one learns a new language without having left one’s home fully behind; these situations can result in richly generative interlingual and intercultural estuaries which provide new ways of imagining.” Stalling’s conceptual language art fuses Classical Chinese poetics and linguistics with modern algorithms to create art installations and poetry that transform Chinese into English and English into Chinese in new and surprising ways.With a visual gallery of Stalling’s work, an interview with the artist, a critical introduction by the editor, and critical chapters written by the comparative literature scholar Timothy Billings and Chinese Linguist Liu Nian, the volume provides readers with a

Wireless communication has become a ubiquitous part of modern life, from global cellular telephone systems to local and even personal-area networks. This 2004 book provides a tutorial introduction to digital mobile wireless networks, illustrating theoretical underpinnings with a wide range of real-world examples. The book begins with a review of propagation phenomena, and goes on to examine channel allocation, modulation techniques, multiple access schemes, and coding techniques. GSM and IS-95 systems are reviewed and 2.5G and 3G packet-switched systems are discussed in detail. Performance analysis and accessing and scheduling techniques are covered, and the book closes with a chapter on wireless LANs and personal-area networks. Many worked examples and homework exercises are provided and a solutions manual is available for instructors. The book is an ideal text for electrical engineering and computer science students taking courses in wireless communications. It will also be an invalu

The theme of volume 19 is 'Literary Devolution: Writing Now in Scotland, Wales, Ireland and England', and includes poetry from Scotland, with essays by David Kinloch and Christopher Whyte on Socttish Gaelic; and poetry from Wales with essays by Jerry Hunter and Sam Adams; from Ireland, three cantos of John Montague's new poem on David Jones, Nuala Ni Dhomhnaill's Gaelic poetry translated by Seamus Heaney, Paul Muldoon and Medbh McGuickan, and a new play by Vincent Woods, acclaimed in performance and published here for the first time; and English poetry together with new fiction by Iain Sinclair. It also includes an interview with Nathaniel Tarn, editor of innovative Cape Goliard Editions. Translation from European poets into English and Scottish is a seminal feature of poetry in this period, represented here by translation from the Polish by Seamus Heaney, from Mayakovsky by Edwin Morgan, from Rimbaud and Mandelstam by Alistair Mackie; and Sylvia Plath's translations from the French re

An optics experiment is the product of intricate planning and imagination, best learned through practice. Bringing forth the creative side of experimental physics through optics, this book introduces its readers to the fundamentals of optical design through seven key experiments. The book includes several topics to support readers preparing to enter industrial or academic research laboratories. Optical sources, model testing and fitting, noise, geometric optics, optical processes such as diffraction, interference, polarization, and optical cavities, are just some of the key topics included. Coding tutorials are provided in the book and online to further develop readers' experience with design and experimental analysis. This guide is an invaluable introduction to the creative and explorative world of laboratory optics.

The brilliantly funny follow-up to Penelope Snoop: Ace Detective, featuring a feisty girl sleuth!Penelope Snoop is BACK, and she has a new case to solve. Her super-special shiny seashell has VANISHED! With her trusty sidekick, Carlos the dog, Penelope sets out to uncover the mystery – and begins a search for the shiny shell which will take them to the depths of the ocean and back again!Penelope Snoop is absolutely the BEST Finder-Outer-in-the-Whole-Wide-World – but will she be able to crack the case?Hilarious, original and fabulously illustrated, this is an irresistible picture book from the bestselling, award-winning Pamela Butchart.

Data structures are the fundamental building blocks of any computer program, used for storing, representing and manipulating data in a computer. This text presents the basic concepts of data structures as part of the art of writing computer programs. The author concentrates on the fundamentals of what should be done to solve a problem efficiently rather than technical implementation details. The text includes pseudocode and covers all the most common data structures, such as queues, stacks, trees, heaps, and hash tables, along with the basics of searching, sorting, and coding. This book can supplement any undergraduate algorithms or discrete math course and will also be accessible to students and researchers in other quantitative disciplines. No prerequisites beyond introductory programming and basic mathematics are required, and the accessible, conceptual presentation will appeal to undergraduates in many quantitative fields. Carefully designed problem sets with selected solutions wil

This is a detailed study of one of the most important plays in contemporary theatre, Who's Afraid of Virginia Woolf?, by Edward Albee. In this fascinating look at the modern stage, Stephen Bottoms draws on original archival material and sources including an exclusive interview with Edward Albee. The Introduction considers the text of the play itself; part one provides a survey of the major productions from 1962 to 1999, with special attention paid to the premiere and the 1966 film version. Part two examines shifting critical responses to the play, demonstrating how changing times and attitudes have altered audience perception of performances. The third and final part offers a detailed examination of five different performances, comparing and contrasting directorial, design and acting approaches to demonstrate how our understanding of the play alters considerably according to its interpretation on stage.

The aim of this book is to provide a unified exposition of the theory of symmetric designs with emphasis on recent developments. The authors cover the combinatorial aspects of the theory giving particular attention to the construction of symmetric designs and related objects. The last five chapters of the book are devoted to balanced generalized weighing matrices, decomposable symmetric designs, subdesigns of symmetric designs, non-embeddable quasi-residual designs, and Ryser designs. Most results in these chapters have never previously appeared in book form. The book concludes with a comprehensive bibliography of over 400 entries. Researchers in all areas of combinatorial designs, including coding theory and finite geometries, will find much of interest here. Detailed proofs and a large number of exercises make this book suitable as a text for an advanced course in combinatorial designs.

This comprehensive and accessible text teaches the fundamentals of digital communication via a top-down-reversed approach, specifically formulated for a one-semester course. The unique approach focuses on the transmission problem and develops knowledge of receivers before transmitters. In doing so it cuts straight to the heart of the digital communication problem, enabling students to learn quickly, intuitively, and with minimal background knowledge. Beginning with the decision problem faced by a decoder and going on to cover receiver designs for different channels, hardware constraints, design trade-offs, convolutional coding, Viterbi decoding, and passband communication, detail is given on system-level design as well as practical applications in engineering. All of this is supported by numerous worked examples, homework problems, and MATLAB simulation exercises to aid self-study, providing a solid basis for students to specialize in the field of digital communication and making it su

Tackling vital issues of politics, identity and experience in performance, this book asks what Shakespeare's plays mean when extended beyond the English language. From April to June 2012 the Globe to Globe Festival offered the unprecedented opportunity to see all of Shakespeare's plays performed in many different world languages. Thirty-eight productions from around the globe were presented in six weeks as part of the World Shakespeare Festival, which formed a cornerstone of the Cultural Olympics. This book provides the only complete critical record of that event, drawing together an internationally renowned group of scholars of Shakespeare and world theatre with a selection of the UK's most celebrated Shakespearean actors. Featuring a foreword by Artistic Director Dominic Dromgoole and an interview with the Festival Director Tom Bird, this volume highlights the energy and dedication that was necessary to mount this extraordinary cultural experiment.

With echoes of Studio Ghibli, award-nominated creator Wendy Xu’s solo graphic novel debut is a story of self-acceptance and friendship—with a magical twist.Sophie is a young witch whose mother and grandma put pressure on her to attend the best magic school in the realm, even though her control over her magic is shaky at best. To help her prepare for the school’s entrance exams, they send her away to train with relatives she’s never met.However, Sophie’s Great Aunt and cousin Sage won’t let Sophie near a spell book. Instead, they make her do chores. Frustrated, Sophie attempts magic on her own, but a spell goes horribly awry and she accidentally entangles herself with a young water dragon named Lir.Even though Lir has lost his memories and his ability to shift into his dragon form, he is everything Sophie isn’t—beloved by Sophie’s family and skilled at magic. With his help, Sophie might just ace her entrance exams, but that means thwarting Lir’s attempts to regain his memories. Sophie k

Optical wireless communications is a dynamic area of research and development. Combining fundamental theory with a broad overview, this book is an ideal reference for anyone working in the field, as well as a valuable guide for self-study. It begins by describing important issues in optical wireless theory, including coding and modulation techniques for optical wireless, wireless optical CDMA communication systems, equalization and Markov chains in cloud channels and optical MIMO systems, as well as explaining key issues in information theory for optical wireless channels. The next section describes unique channels that could be found in optical wireless applications, such as NLOS UV atmospheric scattering channels, underwater communication links and a combination of hybrid RF/optical wireless systems. The final section describes applications of optical wireless technology, such as quantum encryption, visible light communication, IR links and sensor networks, with step-by-step guidelin

This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, as well as providing common ground for explaining the power of these estimators. Beginning with a review of coding and the key properties of information, the author goes on to discuss the techniques of estimation and develops the generalized maximum capacity estimator, based on a new form of Shannon's mutual information and channel capacity. Applications of this powerful technique in hypothesis testing and denoising are described in detail. Offering an original and thought-provoking perspective on estimation theory, Jorma Rissanen's book is of interest to graduate students and researchers in the fields of information theory, probability and statistics, econometrics and finance.

At the heart of any modern communication system is the modem, connecting the data source to the communication channel. This first course in the mathematical theory of modem design introduces the theory of digital modulation and coding that underpins the design of digital telecommunications systems. A detailed treatment of core subjects is provided, including baseband and passband modulation and demodulation, equalization, and sequence estimation. The modulation waveforms for communication channels and digital recording channels are treated in a common setting and with unified terminology. A variety of more advanced topics is also covered, such as trellis codes, turbo codes, the Viterbi algorithm, block codes, maximum likelihood and maximum posterior probability, iterative demodulation, and jamming. Numerous end-of-chapter exercises are also included to test the reader's understanding throughout. This insightful book is ideal for senior undergraduate students studying digital communicat

A legendary choreographer's personal and practical guide to the art of dance-making Yvonne Rainer was a founding member of Judson Dance Theater, a 1960s New York artists' collective that championed ordinary, spare movements and spontaneity. Rainer's decades of creativity--in dance and in filmmaking--have inspired generations of avant-garde, political, and feminist choreographers. Her many works include the iconic dance Trio A and the film Hand Movie. In this book, Rainer dancer and choreographer Emmanu鋩e Phuon helps Rainer gather teaching notes from her dance classes and workshops, passages from her creative journals, and her newer thoughts on movement and art, opening a window on to the life's work of a transformative artist. With fifty prompts for improvisational movement ("39. Travel a long distance as fast as you can while making regular changes in your means of locomotion"), sly illustrations by Pascal Lema褾re, and an illuminating interview with Phuon, this workbook makes Rainer

This accessible, self-contained guide contains everything you need to get up to speed on the theory and implementation of MIMO techniques. In-depth coverage of topics such as RF propagation, space-time coding, spatial multiplexing, OFDM in MIMO for broadband applications, the theoretical MIMO capacity formula and channel estimation will give you a deep understanding of how the results are obtained, while detailed descriptions of how MIMO is implemented in commercial WiFi and LTE networks will help you apply the theory to practical wireless systems. Key concepts in matrix mathematics and information theory are introduced and developed as you need them, and key results are derived step-by-step, with no details omitted. Including numerous worked examples, and end-of-chapter exercises to reinforce and solidify your understanding, this is the perfect introduction to MIMO for anyone new to the field.

Ahmad Fardid (1910–94), the 'anti-Western' philosopher known to many as the Iranian Heidegger, became the self-proclaimed philosophical spokesperson for the Islamic Republic, famously coining the term 'Westoxication'. Using new materials about Fardid's intellectual biography and interviews with thirteen individuals, Ali Mirsepassi pieces together the striking story of Fardid's life and intellectual legacy. Each interview in turn sheds light on Iran's twentieth-century intellectual and political self-construction and highlights Fardid's important role and influence in the creation of Iranian modernity. The Fardid phenomenon was unique to the Iranian story, and yet contributed to a broader twentieth-century Heideggerian tradition that marked the political destiny of other countries under a similar ideological sway. Through these accounts, Mirsepassi cuts to the nerve of how deadly political 'authenticity movements' take hold of modern societies and spread their ideology. Combining a soci

Dreaming of a successful future in science? This practical guide for students, postdocs and professors offers a unique step-by-step approach to help you get the funding to start or consolidate your own research career. From preparing and writing effective career grant applications, to understanding how funding agencies will evaluate them, it provides guidance to enhance your skills and combine them with those of others who can support you on the road to success. Learn how to generate great original ideas for your application, strategically prepare and optimise your plan and résumé, develop a convincing title and abstract, convert reviewers' comments to your advantage, and succeed at a selection interview. With numerous valuable tips, real-life stories and novel practical exercises, this must-read guide provides everything you need to optimise your funding opportunities and take responsibility for your own career in science.

Far off the coast of Ecuador lies a group of volcanic islands unlike any other. Home to species as diverse as giant tortoises, salt-snorting marine iguanas, and the birds that made Charles Darwin famous, the Galápagos are a living laboratory for scientists working on the most urgent problem of our times: How can humans exist in harmony with nature on the only planet we are ever likely to have? Karen Romano Young, author of Antarctica: The Melting Continent, again takes to the field, visiting the archipelago to observe its environments first-hand and to interview the people who are lighting the way for the rest of us. Illustrator Amy Grimes brings Karen’s experience into vivid visual life for those of us who haven’t been there – yet.

Digital television is a multibillion-dollar industry with commercial systems now being deployed worldwide. In this concise yet detailed guide, you will learn about the standards that apply to fixed-line and mobile digital television, as well as the underlying principles involved. The digital television standards are presented to aid understanding of new systems in the market and reveal the variations between different systems used throughout the world. Discussions of source and channel coding then provide the essential knowledge needed for designing reliable new systems. Throughout the book the theory is supported by over 200 figures and tables, whilst an extensive glossary defines practical terminology. This is an ideal reference for practitioners in the field of digital television. It will also appeal to graduate students and researchers in electrical engineering and computer science, and can be used as a textbook for graduate courses on digital television systems.

Testing matters! It can determine kids' and schools' futures. In a conference at the Mathematical Sciences Research Institute, mathematicians, maths education researchers, teachers, test developers, and policymakers gathered to work through critical issues related to mathematics assessment. They examined: the challenges of assessing student learning in ways that support instructional improvement; ethical issues related to assessment, including the impact of testing on urban and high-poverty schools; the different (and sometimes conflicting) needs of the different groups; and different frameworks, tools, and methods for assessment, comparing the kinds of information they offer about students' mathematical proficiency. This volume presents the results of the discussions. It highlights the kinds of information that different assessments can offer, including many examples of some of the best mathematics assessments worldwide. A special feature is an interview with a student about his knowl

Strongly regular graphs lie at the intersection of statistical design, group theory, finite geometry, information and coding theory, and extremal combinatorics. This monograph collects all the major known results together for the first time in book form, creating an invaluable text that researchers in algebraic combinatorics and related areas will refer to for years to come. The book covers the theory of strongly regular graphs, polar graphs, rank 3 graphs associated to buildings and Fischer groups, cyclotomic graphs, two-weight codes and graphs related to combinatorial configurations such as Latin squares, quasi-symmetric designs and spherical designs. It gives the complete classification of rank 3 graphs, including some new constructions. More than 100 graphs are treated individually. Some unified and streamlined proofs are featured, along with original material including a new approach to the (affine) half spin graphs of rank 5 hyperbolic polar spaces.

Surveys are used extensively in psychology, sociology and business, as well as many other areas, but they are becoming increasingly difficult to conduct. Some segments of the population are hard to sample, some are hard to find, others are hard to persuade to participate in surveys, and still others are hard to interview. This book offers the first systematic look at the populations and settings that make surveys hard to conduct and at the methods researchers use to meet these challenges. It covers a wide range of populations (immigrants, persons with intellectual difficulties, and political extremists) and settings (war zones, homeless shelters) that offer special problems or present unusual challenges for surveys. The team of international contributors also addresses sampling strategies including methods such as respondent-driven sampling and examines data collection strategies including advertising and other methods for engaging otherwise difficult populations.

Numerical relativity has emerged as the key tool to model gravitational waves - recently detected for the first time - that are emitted when black holes or neutron stars collide. This book provides a pedagogical, accessible, and concise introduction to the subject. Relying heavily on analogies with Newtonian gravity, scalar fields and electromagnetic fields, it introduces key concepts of numerical relativity in a context familiar to readers without prior expertise in general relativity. Readers can explore these concepts by working through numerous exercises, and can see them 'in action' by experimenting with the accompanying Python sample codes, and so develop familiarity with many techniques commonly employed by publicly available numerical relativity codes. This is an attractive, student-friendly resource for short courses on numerical relativity, as well as providing supplementary reading for courses on general relativity and computational physics.

The past decade has seen many advances in physical layer wireless communication theory and their implementation in wireless systems. This textbook takes a unified view of the fundamentals of wireless communication and explains the web of concepts underpinning these advances at a level accessible to an audience with a basic background in probability and digital communication. Topics covered include MIMO (multi-input, multi-output) communication, space-time coding, opportunistic communication, OFDM and CDMA. The concepts are illustrated using many examples from real wireless systems such as GSM, IS-95 (CDMA), IS-856 (1 x EV-DO), Flash OFDM and UWB (ultra-wideband). Particular emphasis is placed on the interplay between concepts and their implementation in real systems. An abundant supply of exercises and figures reinforce the material in the text. This book is intended for use on graduate courses in electrical and computer engineering and will also be of great interest to practising engi

This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso

Networks are everywhere: networks of friends, transportation networks and the Web. Neurons in our brains and proteins within our bodies form networks that determine our intelligence and survival. This modern, accessible textbook introduces the basics of network science for a wide range of job sectors from management to marketing, from biology to engineering, and from neuroscience to the social sciences. Students will develop important, practical skills and learn to write code for using networks in their areas of interest - even as they are just learning to program with Python. Extensive sets of tutorials and homework problems provide plenty of hands-on practice and longer programming tutorials online further enhance students' programming skills. This intuitive and direct approach makes the book ideal for a first course, aimed at a wide audience without a strong background in mathematics or computing but with a desire to learn the fundamentals and applications of network science.

Master the lucrative discipline of quantitative trading with this insightful handbook from a master in the field In the newly revised Second Edition of Quantitative Trading: How to Build Your Own Algorithmic Trading Business, quant trading expert Dr. Ernest P. Chan shows you how to apply both time-tested and novel quantitative trading strategies to develop or improve your own trading firm.You'll discover new case studies and updated information on the application of cutting-edge machine learning investment techniques, as well as: Updated back tests on a variety of trading strategies, with included Python and R code examplesA new technique on optimizing parameters with changing market regimes using machine learning. A guide to selecting the best traders and advisors to manage your money Perfect for independent retail traders seeking to start their own quantitative trading business, or investors looking to invest in such traders, this new edition of Quantitative Trading will also earn a

Develop the analytical skills that are in high demand in businesses today with Camm/Cochran/Fry/Ohlmann's best-selling BUSINESS ANALYTICS, 5E. You master the full range of analytics as you strengthen descriptive, predictive and prescriptive analytic skills. Real examples and memorable visuals clearly illustrate data and results. Step-by-step instructions guide you through using Excel, Tableau, R or the Python-based Orange data mining software to perform advanced analytics. Practical, relevant problems at all levels of difficulty let you apply what you've learned. Updates throughout this edition address topics beyond traditional quantitative concepts, such as data wrangling, data visualization and data mining, which are increasingly important in today's business environment. MindTap and WebAssign online learning platforms are also available with an interactive eBook, algorithmic practice problems and Exploring Analytics visualizations to strengthen your understanding of key concepts.

Non-literal language is ubiquitous in everyday life, and while hyperbole is a major part of this, it has so far remained relatively unexplored. This volume provides the first investigation of hyperbole in English, drawing on data from genres such as spoken conversation, TV, newspapers, and literary works from Chaucer to Monty Python. Combining quantitative and qualitative analyses, it uses approaches from semantics, pragmatics, discourse analysis and classical rhetoric to investigate in detail both speaker-centered and emotive aspects of hyperbole, and also addressee-related aspects, such as interpretation and interactional uptake. Illustrated with a range of diachronic case studies, hyperbole is also shown to be a main means of linguistic creativity, and an important contributor to language change. The book concludes with an exploration of the role of hyperbole in political speaking, humour, and literature. Original and in-depth, it will be invaluable to all those working on meaning,