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Machine Translation: 14th China Workshop, Cwmt 2018, Wuyishan, China, October 25-26, 2018, Proceedings (Communications in Computer and Information Science #954)
by Jiajun Chen Jiajun ZhangThis book constitutes the refereed proceedings of the 14th China Workshop on Machine Translation, CWMT 2018, held in Wuyishan, China, in October 2018. The 9 papers presented in this volume were carefully reviewed and selected from 17 submissions and focus on all aspects of machine translation, including preprocessing, neural machine translation models, hybrid model, evaluation method, and post-editing.
Machine Translation: 15th China Conference, CCMT 2019, Nanchang, China, September 27–29, 2019, Revised Selected Papers (Communications in Computer and Information Science #1104)
by Kevin Knight Shujian HuangThis book constitutes the refereed proceedings of the 15th China Conference on Machine Translation, CCMT 2019, held in Nanchang, China, in September 2019.The 10 full papers presented in this volume were carefully reviewed and selected from 21 submissions and focus on all aspects of machine translation, including preprocessing, neural machine translation models, hybrid model, evaluation method, and post-editing.
Machines, Mechanism and Robotics: Proceedings of iNaCoMM 2017 (Lecture Notes in Mechanical Engineering)
by D N Badodkar T A DwarakanathThis book offers a collection of original peer-reviewed contributions presented at the 3rd International and 18th National Conference on Machines and Mechanisms (iNaCoMM), organized by Division of Remote Handling & Robotics, Bhabha Atomic Research Centre, Mumbai, India, from December 13th to 15th, 2017 (iNaCoMM 2017). It reports on various theoretical and practical features of machines, mechanisms and robotics; the contributions include carefully selected, novel ideas on and approaches to design, analysis, prototype development, assessment and surveys. Applications in machine and mechanism engineering, serial and parallel manipulators, power reactor engineering, autonomous vehicles, engineering in medicine, image-based data analytics, compliant mechanisms, and safety mechanisms are covered. Further papers provide in-depth analyses of data preparation, isolation and brain segmentation for focused visualization and robot-based neurosurgery, new approaches to parallel mechanism-based Master-Slave manipulators, solutions to forward kinematic problems, and surveys and optimizations based on historical and contemporary compliant mechanism-based design. The spectrum of contributions on theory and practice reveals central trends and newer branches of research in connection with these topics.
Macrotask Crowdsourcing: Engaging the Crowds to Address Complex Problems (Human–Computer Interaction Series)
by Panos Markopoulos Vassillis-Javed Khan Konstantinos Papangelis Ioanna LykourentzouCrowdsourcing is an emerging paradigm that promises to transform several domains: creative work, business work, cultural cooperation, etc. Crowdsourcing reflects the close-knit interplay between the latest computer technologies, the rapidly changing work model of the 21st century, and the very nature of people. The interplay makes for an exciting but at the same time challenging new field to investigate under the lens of a diverse set of disciplines, ranging from the technical to the social and from the theoretical to the applied. Early research has focused on an aspect of crowdsourcing known as micro-tasking. Micro-tasks are simple tasks (like image annotations) that anyone could perform. An emerging area is how to utilize crowdsourcing to solve problems that go beyond simple tasks towards more complex ones, that require collaboration and creativity. In juxtaposition to micro-task crowdsourcing, this book investigates macro-task crowdsourcing and its potential.
Madness in the Mine: An Unofficial Minecrafters Time Travel Adventure, Book 5 (Unofficial Minecrafters Time Travel Adve)
by Winter MorganFor as long as the residents of Meadow Mews can remember the town mine has been emptied of any precious metals. Everyone has a story about why the mine was barren. When Brett and Joe are working on a farm near the mine, they fall into a portal, which leaves them in the past. They are in Meadow Mews before any of their friends lived there and discover the real story behind the mine. They learn about how their town was formed and watch the first library being built in the Minecraft Universe. While in the past, the get caught in the middle of a battle, where everyone has been placed on hardcore. Will they survive and make it home, even though they already in Meadow Mews?
Magic and Antimagic Graphs: Attributes, Observations and Challenges in Graph Labelings (Developments in Mathematics #60)
by Mirka Miller Joe Ryan Martin Bača Andrea Semaničová-FeňovčíkováMagic and antimagic labelings are among the oldest labeling schemes in graph theory. This book takes readers on a journey through these labelings, from early beginnings with magic squares up to the latest results and beyond.Starting from the very basics, the book offers a detailed account of all magic and antimagic type labelings of undirected graphs. Long-standing problems are surveyed and presented along with recent results in classical labelings. In addition, the book covers an assortment of variations on the labeling theme, all in one self-contained monograph.Assuming only basic familiarity with graphs, this book, complete with carefully written proofs of most results, is an ideal introduction to graph labeling for students learning the subject. More than 150 open problems and conjectures make it an invaluable guide for postgraduate and early career researchers, as well as an excellent reference for established graph theorists.
Magnetic Resonance Brain Imaging: Modeling and Data Analysis Using R (Use R!)
by Jörg Polzehl Karsten TabelowThis book discusses the modeling and analysis of magnetic resonance imaging (MRI) data acquired from the human brain. The data processing pipelines described rely on R. The book is intended for readers from two communities: Statisticians who are interested in neuroimaging and looking for an introduction to the acquired data and typical scientific problems in the field; and neuroimaging students wanting to learn about the statistical modeling and analysis of MRI data. Offering a practical introduction to the field, the book focuses on those problems in data analysis for which implementations within R are available. It also includes fully worked examples and as such serves as a tutorial on MRI analysis with R, from which the readers can derive their own data processing scripts. The book starts with a short introduction to MRI and then examines the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters cover three common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, and Multi-Parameter Mapping. The book concludes with extended appendices providing details of the non-parametric statistics used and the resources for R and MRI data.The book also addresses the issues of reproducibility and topics like data organization and description, as well as open data and open science. It relies solely on a dynamic report generation with knitr and uses neuroimaging data publicly available in data repositories. The PDF was created executing the R code in the chunks and then running LaTeX, which means that almost all figures, numbers, and results were generated while producing the PDF from the sources.
Magneto-transport Properties of Skyrmions and Chiral Spin Structures in MnSi (Springer Theses)
by Tomoyuki YokouchiThis book provides extensive and novel insights into transport phenomena in MnSi, paving the way for applying the topology and chirality of spin textures to the development of spintronics devices. In particular, it describes in detail the key measurements, e.g. magnetoresistance and nonlinear electronic transport, and multiple material-fabrication techniques based on molecular beam epitaxy, ion-beam microfabrication and micromagnetic simulation. The book also reviews key aspects of B20-type MnSi chiral magnets, which host magnetic skyrmions, nanoscale objects formed by helical spatial spin structures. Readers are then introduced to cutting-edge findings on the material. Furthermore, by reviewing the author’s successful experiments, the book provides readers with a valuable update on the latest achievements in the measurement and fabrication of magnetic materials in spintronics.
Make Noise: A Creator's Guide to Podcasting and Great Audio Storytelling
by Eric Nuzum&“An interestingly idiosyncratic and personal vision of how to make podcasts.&”—Ira Glass Veteran podcast creator and strategist Eric Nuzum distills a career&’s worth of wisdom, advice, practical information, and big-picture thinking to help podcasters &“make noise&”—to stand out in this fastest of fastest-growing media universes. Nuzum identifies core principles, including what he considers the key to successful audio storytelling: learning to think the way your audience listens. He delivers essential how-tos, from conducting an effective interview to marketing your podcast, developing your audience, and managing a creative team. He also taps into his deep network to offer advice from audio stars like Ira Glass, Terry Gross, and Anna Sale. The book&’s insights and guidance will help readers successfully express themselves as effective audio storytellers, whether for business or pleasure, or a mixture of both.
Make Your Own Pixel Art: Create Graphics for Games, Animations, and More!
by Jennifer Dawe Matthew HumphriesMake Your Own Pixel Art is a complete, illustrated introduction to the creation of pixel art aimed at beginners just starting out right through to the experienced pixel artist wanting to enhance their skills.Hand anyone a pencil and paper and they can start drawing, but it's just as easy to draw digitally using a keyboard and mouse. With Make Your Own Pixel Art, pixel artist Jennifer Dawe and game designer Matthew Humphries walk you step-by-step through the available tools, pixel art techniques, the importance of shapes, colors, shading, and how to turn your art into animation. By the end of the book, you'll be creating art far beyond what's possible on paper!Make Your Own Pixel Art will teach you about:- Creating pixel art using the most popular art software and the common tools they provide- Drawing with pixels, including sculpting, shading, texture, and color use- The basics of motion and how to animate your pixel art creations- Best practices for saving, sharing, sketching, and adding emotion to your artWith a dash of creativity and the help of Make Your Own Pixel Art, your digital drawings can be brought to life, shared with the world, and form a basis for a career in art, design, or the video games industry.
Make Your Own PuzzleScript Games!
by Anna AnthropyFun introduction to game development by well-known game designer using PuzzleScript, a free online tool for creating puzzles/platform games.PuzzleScript is a free, web-based tool you can use to create puzzle games. In a PuzzleScript game, you move objects around to solve problems and play through the levels.In Make Your Own PuzzleScript Games! you'll learn how to use PuzzleScript to create interactive games--no programming experience necessary! Learn the basics like how to make objects, create rules, and add levels. You'll also learn how to edit, test, and share your games online.Learn how to: • Decorate your game with fun backgrounds • Write rules that define how objects interact • Add obstacles like laser guns and guards • Herd cats and even pull off a robot heist!With colorful illustrations and plenty of examples for inspiration, Make Your Own PuzzleScript Games! will take you from puzzle solver to game designer in just a few clicks!
Make Your Own Scratch Games!: With The Free Tools Twine, Puzzlescript, And Scratch
by Anna AnthropyLearn to make interactive games with Scratch—the beginner-friendly, block-based programming language from the MIT Media Lab! Anna Anthropy, game designer extraordinaire, will show you how to do everything from building a game map to creating animations and debugging the end product. Take a peek inside the history of video game design, learn programming basics, and turn your ideas into creative games that you can play and share with your friends.Learn how to:•Draw characters like a hungry, leaf-eating bug•Animate characters—make them walk, jump, climb, and fall!•Create objects for your player to collect and obstacles to avoid•Design multiple levels to create a cave exploring platform game•Create sound effects and music for your games•Share your games online and use player feedback to improve your gamesIsn’t it time to Make Your Own Scratch Games? The world is waiting!Covers Scratch 3.0
Make Your Own Twine Games!
by Anna AnthropyBring your game ideas to life with Twine! Twine is a free online tool that lets anyone new to programming create their own interactive, story-based adventure games in a web page. In Make Your Own Twine Games!, game designer Anna Anthropy takes you step-by-step through the game development process, from coming up with a basic idea to structuring your game. You’ll learn the basics of Twine like how to use links and apply images and formatting to make your game look more distinct. You’ll get tips on how to test your game, export it, and publish it online, and even understand more advanced features like scripting to get your game to remember and respond to player choices. As you make your way through the book and begin crafting your own interactive fiction, you’ll learn other cool tricks like how to:• Write stories that follow multiple paths using hyperlinks• Create variables to track your player’s actions• Add scripting like “if” and “else” to decide when ghosts should appear in your game• Use hooks to add fancy touches like text effects, pictures, and sound With example games to act as inspiration, Make Your Own Twine Games! will take you from story-teller to game designer in just a few clicks! Ready player one? The game starts now.Covers Twine 2
Making DATA Work
by Ph. D. Anita Young Carol KaffenbergerMaking DATA Work: An ASCA National Model Publication
Malicious Attack Propagation and Source Identification (Advances in Information Security #73)
by Bo Liu Yang Xiang Shui Yu Wanlei Zhou Sheng Wen Jiaojiao JiangThis book covers and makes four major contributions: 1) analyzing and surveying the pros and cons of current approaches for identifying rumor sources on complex networks; 2) proposing a novel approach to identify rumor sources in time-varying networks; 3) developing a fast approach to identify multiple rumor sources; 4) proposing a community-based method to overcome the scalability issue in this research area. These contributions enable rumor source identification to be applied effectively in real-world networks, and eventually diminish rumor damages, which the authors rigorously illustrate in this book. In the modern world, the ubiquity of networks has made us vulnerable to various risks. For instance, viruses propagate throughout the Internet and infect millions of computers. Misinformation spreads incredibly fast in online social networks, such as Facebook and Twitter. Infectious diseases, such as SARS, H1N1 or Ebola, have spread geographically and killed hundreds of thousands people. In essence, all of these situations can be modeled as a rumor spreading through a network, where the goal is to find the source of the rumor so as to control and prevent network risks. So far, extensive work has been done to develop new approaches to effectively identify rumor sources. However, current approaches still suffer from critical weaknesses. The most serious one is the complex spatiotemporal diffusion process of rumors in time-varying networks, which is the bottleneck of current approaches. The second problem lies in the expensively computational complexity of identifying multiple rumor sources. The third important issue is the huge scale of the underlying networks, which makes it difficult to develop efficient strategies to quickly and accurately identify rumor sources. These weaknesses prevent rumor source identification from being applied in a broader range of real-world applications. This book aims to analyze and address these issues to make rumor source identification more effective and applicable in the real world. The authors propose a novel reverse dissemination strategy to narrow down the scale of suspicious sources, which dramatically promotes the efficiency of their method. The authors then develop a Maximum-likelihood estimator, which can pin point the true source from the suspects with high accuracy. For the scalability issue in rumor source identification, the authors explore sensor techniques and develop a community structure based method. Then the authors take the advantage of the linear correlation between rumor spreading time and infection distance, and develop a fast method to locate the rumor diffusion source. Theoretical analysis proves the efficiency of the proposed method, and the experiment results verify the significant advantages of the proposed method in large-scale networks. This book targets graduate and post-graduate students studying computer science and networking. Researchers and professionals working in network security, propagation models and other related topics, will also be interested in this book.
Management of Information Security
by Michael E. Whitman Herbert J. MattordMANAGEMENT OF INFORMATION SECURITY, Sixth Edition prepares you to become an information security management practitioner able to secure systems and networks in a world where continuously emerging threats, ever-present attacks and the success of criminals illustrate the weaknesses in current information technologies. You'll develop both the information security skills and practical experience that organizations are looking for as they strive to ensure more secure computing environments. The text focuses on key executive and managerial aspects of information security. It also integrates coverage of CISSP and CISM throughout to effectively prepare you for certification. Reflecting the most recent developments in the field, it includes the latest information on NIST, ISO and security governance as well as emerging concerns like Ransomware, Cloud Computing and the Internet of Things.
Managing Data Science: Effective strategies to manage data science projects and build a sustainable team
by Kirill DubovikovUnderstand data science concepts and methodologies to manage and deliver top-notch solutions for your organization Key Features Learn the basics of data science and explore its possibilities and limitations Manage data science projects and assemble teams effectively even in the most challenging situations Understand management principles and approaches for data science projects to streamline the innovation process Book Description Data science and machine learning can transform any organization and unlock new opportunities. However, employing the right management strategies is crucial to guide the solution from prototype to production. Traditional approaches often fail as they don't entirely meet the conditions and requirements necessary for current data science projects. In this book, you'll explore the right approach to data science project management, along with useful tips and best practices to guide you along the way. After understanding the practical applications of data science and artificial intelligence, you'll see how to incorporate them into your solutions. Next, you will go through the data science project life cycle, explore the common pitfalls encountered at each step, and learn how to avoid them. Any data science project requires a skilled team, and this book will offer the right advice for hiring and growing a data science team for your organization. Later, you'll be shown how to efficiently manage and improve your data science projects through the use of DevOps and ModelOps. By the end of this book, you will be well versed with various data science solutions and have gained practical insights into tackling the different challenges that you'll encounter on a daily basis. What you will learn Understand the underlying problems of building a strong data science pipeline Explore the different tools for building and deploying data science solutions Hire, grow, and sustain a data science team Manage data science projects through all stages, from prototype to production Learn how to use ModelOps to improve your data science pipelines Get up to speed with the model testing techniques used in both development and production stages Who this book is for This book is for data scientists, analysts, and program managers who want to use data science for business productivity by incorporating data science workflows efficiently. Some understanding of basic data science concepts will be useful to get the most out of this book.
Managing IoT Systems for Institutions and Cities (Internal Audit and IT Audit)
by Chuck BensonThis book defines what IoT Systems manageability looks like and what the associated resources and costs are of that manageability. It identifies IoT Systems performance expectations and addresses the difficult challenges of determining actual costs of IoT Systems implementation, operation, and management across multiple institutional organizations. It details the unique challenges that cities and institutions have in implementing and operating IoT Systems.
Managing Kubernetes: Operating Kubernetes Clusters in the Real World
by Brendan Burns Craig TraceyWhile Kubernetes has greatly simplified the task of deploying containerized applications, managing this orchestration framework on a daily basis can still be a complex undertaking. With this practical book, site reliability and DevOps engineers will learn how to build, operate, manage, and upgrade a Kubernetes cluster—whether it resides on cloud infrastructure or on-premises.Brendan Burns, cofounder of Kubernetes, and Craig Tracey, staff field engineer at Heptio, dissect how Kubernetes works internally and demonstrate ways to maintain, adjust, and improve the cluster to suit your particular use case. You’ll learn how to make architectural choices for designing a cluster, managing access control, monitoring and alerting, and upgrading Kubernetes. Dive in and discover how to take full advantage of this orchestration framework’s capabilities.Learn how your cluster operates, how developers use it to deploy applications, and how Kubernetes can facilitate a developer’s jobAdjust, secure, and tune your cluster by understanding Kubernetes APIs and configuration optionsDetect cluster-level problems early and learn the steps necessary to respond and recover quicklyDetermine how and when to add libraries, tools, and platforms that build on, extend, or otherwise improve a Kubernetes cluster
Managing PeopleSoft on the Oracle Cloud: Best Practices with PeopleSoft Cloud Manager
by Aaron EngelsrudTransition from hosting your PeopleSoft applications in a traditional, on-premises data center to hosting those same applications in the Oracle Cloud infrastructure. This functional and technical book helps you install and support PeopleSoft Cloud Manager and makes the case for moving applications to the Oracle Cloud technology stack. You will learn about the use and cost of PeopleSoft instances in the cloud and how to configure your PeopleSoft environments to take advantage of the Oracle Cloud platform. Managing PeopleSoft on the Oracle Cloud is a resource for the functional analyst or IT manager tasked with moving PeopleSoft to the Oracle Cloud, as well as for the PeopleSoft system administrator or developer tasked with keeping a PeopleSoft installation running smoothly. Multiple cloud use cases illustrate PeopleSoft system configuration best practices, spell out specific requirements for running PeopleSoft Cloud Manager on the Oracle Cloud, and outline tips and tricks for running PeopleSoft instances in the cloud.What You'll LearnInstall and configure PeopleSoft Cloud ManagerSubscribe to maintenance releases and updatesCreate new topologies and build new environment templatesInstantiate and manage PeopleSoft instances using Cloud ManagerTransition PeopleSoft from on site to in the cloudWho This Book Is ForTechnical PeopleSoft administrators looking for best practices, tips, and tricks for moving PeopleSoft to the Oracle Cloud, as well as for IT managers building a case for such a move. The book is an excellent choice for both functional and technical teams who are just starting out on their PeopleSoft cloud journey.
Managing Your Data Science Projects: Learn Salesmanship, Presentation, and Maintenance of Completed Models
by Robert de GraafAt first glance, the skills required to work in the data science field appear to be self-explanatory. Do not be fooled. Impactful data science demands an interdisciplinary knowledge of business philosophy, project management, salesmanship, presentation, and more. In Managing Your Data Science Projects, author Robert de Graaf explores important concepts that are frequently overlooked in much of the instructional literature that is available to data scientists new to the field. If your completed models are to be used and maintained most effectively, you must be able to present and sell them within your organization in a compelling way.The value of data science within an organization cannot be overstated. Thus, it is vital that strategies and communication between teams are dexterously managed. Three main ways that data science strategy is used in a company is to research its customers, assess risk analytics, and log operational measurements. These all require different managerial instincts, backgrounds, and experiences, and de Graaf cogently breaks down the unique reasons behind each. They must align seamlessly to eventually be adopted as dynamic models.Data science is a relatively new discipline, and as such, internal processes for it are not as well-developed within an operational business as others. With Managing Your Data Science Projects, you will learn how to create products that solve important problems for your customers and ensure that the initial success is sustained throughout the product’s intended life. Your users will trust you and your models, and most importantly, you will be a more well-rounded and effectual data scientist throughout your career.Who This Book Is ForEarly-career data scientists, managers of data scientists, and those interested in entering the field of data science
Manuale di istruzioni per Echo Dot di terza generazione: Il più completo manuale di istruzioni di Amazon Echo Dot di terza generazione con Alexa, per principianti
by Paul O. GartenOttieni il meglio dal tuo AMAZON ECHO DOT. Scopri come impostare le funzioni e iniziare ad usarlo in meno di 1 ora. Questo libro tratta essenzialmente tutti i dettagli di IMPOSTAZIONE, PERSONALIZZAZIONE e GESTIONE del dispositivo smart di terza generazione Echo Dot. All'interno, imparerai come: Configurare alcuni servizi musicali e impostare musica multi-stanza con Alexa, come creare i profili Utente e i profili per il tuo Guppo Famiglia. Potrai collegare il tuo Echo Dot a Internet e accoppiare un altoparlante Bluetooth o il tuo stereo di casa. Potrai modificare la parola che attiva Alexa e cambiarla con Echo, Computer o Amazon. Potrai impostare il tuo Echo Dot in stanze diverse, impostare dei promemoria, le sveglie, la data e l'ora, effettuare chiamate e inviare SMS con Alexa. Imparerai a creare una routine e con Alexa Blueprints potrai anche creare le tue Skill personali. Con Alexa potrai anche gestire la tua Fire TV, leggere i tuoi Kindle o ascoltare i tuoi audiolibri. Potrai anche collegare il tuo indirizzo email e il tuo calendario. Con Alexa puoi fare acquisti su Amazon in tutta sicurezza. Potrai imparare come eliminare le registrazioni vocali dalla cronologia di Alexa. Potrai rendere la tua casa smart e creare un Gruppo. Anche i protocolli IFTTT possono essere integrati nelle funzioni di Alexa. Ad Alexa puoi chiedere informazioni sui luoghi vicino ai quali ti trovi: ristoranti e attivita' commerciali, ad esempio. Con Alexa puoi anche giocare. Configura Alexa perche' giochi con i bambini. Infine, troverai anche una sezione dedicata alla risoluzione dei problemi che potresti avere con il tuo Echo Dot e con Alexa. Puoi anche cliccare su "Guarda dentro" per saperne di piu'.
Manufacturing Engineering: Select Proceedings of CPIE 2018 (Lecture Notes on Multidisciplinary Industrial Engineering)
by Uday S. Dixit Vishal S. Sharma Noe Alba-BaenaThis book presents selected proceedings of the International Conference on Production and Industrial Engineering (CPIE) 2018. Focusing on recent developments in the field of production and manufacturing engineering, it provides solutions to wide-ranging contemporary problems in manufacturing engineering and other allied areas using analytical models and the latest numerical approaches. The topics covered in this book include conventional and non conventional machining, casting, welding, materials and processing. As such it is useful to academics, researchers and practitioners working in the field of manufacturing and production engineering.
Market Mover: Lessons from a Decade of Change at Nasdaq
by Robert GreifeldFormer CEO and Chairman of Nasdaq, Robert Greifeld shares stories, insights, and lessons learned from one of the world's largest stock exchanges, detailing his transformation of Nasdaq from a fledgling U.S. equities market to a global financial technology company. During 2003, the U.S. economy was described by one economist as "nervous, anxious, and waiting." In December the Dow had topped 10,000 for the first time in a year and a half, and at year's end the markets were up for the first time since 1999. But in the same year, American troops had moved into Iraq, and corporate boards were cutting CEOs at the slightest signs of trouble.Amidst this turmoil Robert Greifeld, a former tech entrepreneur from outside the Wall Street bubble, became CEO of Nasdaq, a position he would hold for the next thirteen years. He saw the company through one of the most mercurial economic periods in history: the Bernie Madoff mega-scandal; Facebook's tumultuous and disastrous IPO; Hurricane Sandy's disruption of the world's financial hub; the implosion of America's housing market and the global economic crash that followed, from which we have yet to fully recover. In Market Mover, Bob will write a first-hand account of the most critical moments of his career, with each chapter focusing on a headline-making event and ending with a prescriptive takeaway to impart to his readers. Now Bob, who stepped aside as Nasdaq's CEO at the end of 2016, is eager to look back at more than a decade of transformational change that occurred on his watch in order to share his insights and lessons with business readers.
Marketing Analytics with Python: Achieve your marketing goals with the data analytics power of Python
by Tommy Blanchard Pranshu Bhatnagar Debasish BeheraMarketing Analytics with Python is designed for developers and marketing analysts looking to bring new and more sophisticated tools to their marketing analytics efforts. It'll help you to have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful, but is not necessary.