The Art of Data-Driven Business. Transform your organization into a data-driven one with the power of Python machine learning

Alan Bernardo Palacio

One of the most valuable contributions of data science is toward helping businesses make the right decisions. Understanding this complicated confluence of two disparate worlds, as well as a fiercely competitive market, calls for all the guidance you can get.The Art of Data-Driven Business is your invaluable guide to gaining a business-driven perspective, as well as leveraging the power of machine learning (ML) to guide decision-making in your business. This book provides a common ground of discussion for several profiles within a company.You’ll begin by looking at how to use Python and its many libraries for machine learning. Experienced data scientists may want to skip this short introduction, but you’ll soon get to the meat of the book and explore the many and varied ways ML with Python can be applied to the domain of business decisions through real-world business problems that you can tackle by yourself. As you advance, you’ll gain practical insights into the value that ML can provide to your business, as well as the technical ability to apply a wide variety of tried-and-tested ML methods.By the end of this Python book, you’ll have learned the value of basing your business decisions on data-driven methodologies and have developed the Python skills needed to apply what you’ve learned in the real world.

The Art of Manufacturing. Overcome control challenges for increasing efficiency in manufacturing using real-world examples

Ninad Deshpande, Sivaram Pothukuchi

Engineering disciplines focus mainly on programming control systems, while the challenges they overcome or their industry applications largely go uncovered, leaving a huge gap between the theory and industry practices. This leads to engineers learning about subjects without actually understanding their purpose and entering the industry needing months of training.The Art of Manufacturing cuts across pedantic theory and reaches practical applications. You’ll begin your learning journey by starting from the product and moving backward to the manufacturing landscape, factories, machines, and finally to the automation and control challenges faced in manufacturing. The book builds on the authors’ valuable on-field experience, providing a detailed view of the manufacturing of real-world products, while simultaneously providing various analogies and references to daily tasks. As you advance through the chapters, you’ll work on interesting control problems and find out how to overcome them in applications. The concluding chapters offer you a sneak peek into the future of automation and factories.By the end of this book, you’ll be able to relate a real-world product with an associated control challenge and discover ways to overcome these challenges.

The Art of Micro Frontends. Build highly scalable, distributed web applications with multiple teams - Second Edition

Florian Rappl, Lothar Schöttner

The organizational pattern of micro frontends allows you to split web applications into multiple parts, where each part can be owned by an autonomous team. Each team can have its own development and deployment life cycle, allowing every part of an application to be shipped in isolation. Following the strategies outlined in this book, you can avoid complexity while increasing resilience for your frontend. This updated second edition will guide you through the patterns available to implement a micro frontend solution. You’ll learn about micro frontends, the different architecture styles, and their areas of use. Then, you’ll learn how to prepare teams for the change to micro frontends, as well as how to adjust the user interface (UI) design and your CSS styles for scalability. Starting with the simplest variants of micro frontend architectures, the book progresses from static approaches to fully dynamic solutions that allow maximum scalability with faster release cycles. In the concluding chapters, you’ll strengthen the security level of your micro frontend solution, while reinforcing your overall knowledge with real-world case studies relating to micro frontends. By the end of this book, you’ll be able to decide whether and how micro frontends should be implemented to achieve high scalability for your web app.

The Art of Micro Frontends. Build websites using compositional UIs that grow naturally as your application scales

Florian Rappl, Lothar Schöttner

Micro frontend is a web architecture for frontend development borrowed from the idea of microservices in software development, where each module of the frontend is developed and shipped in isolation to avoid complexity and a single point of failure for your frontend.Complete with hands-on tutorials, projects, and self-assessment questions, this easy-to-follow guide will take you through the patterns available for implementing a micro frontend solution. You’ll learn about micro frontends in general, the different architecture styles and their areas of use, how to prepare teams for the change to micro frontends, as well as how to adjust the UI design for scalability. Starting with the simplest variants of micro frontend architectures, the book progresses from static approaches to fully dynamic solutions that allow maximum scalability with faster release cycles. In the concluding chapters, you'll reinforce the knowledge you’ve gained by working on different case studies relating to micro frontends.By the end of this book, you'll be able to decide if and how micro frontends should be implemented to achieve scalability for your user interface (UI).

The Art of Modern PHP 8. Learn how to write modern, performant, and enterprise-ready code with the latest PHP features and practices

Joseph Edmonds, Lorna Jane Mitchell

PHP has come a long way since its introduction. While the language has evolved with PHP 8, there are still a lot of websites running on a version of PHP that is no longer supported. If you are a PHP developer working with legacy PHP systems and want to discover the tenants of modern PHP, this is the book for you.The Art of Modern PHP 8 walks you through the latest PHP features and language concepts. The book helps you upgrade your knowledge of PHP programming and practices. Starting with object-oriented programming (OOP) in PHP and related language features, you'll work through modern programming techniques such as inheritance, understand how it contrasts with composition, and finally look at more advanced language features. You'll learn about the MVC pattern by developing your own MVC system and advance to understanding what a DI container does by building a toy DI container. The book gives you an overview of Composer and how to use it to create reusable PHP packages. You’ll also find techniques for deploying these packages to package libraries for other developers to explore.By the end of this PHP book, you'll have equipped yourself with modern server-side programming techniques using the latest versions of PHP.

The Art of Social Engineering. Uncover the secrets behind the human dynamics in cybersecurity

Cesar Bravo, Desilda Toska, Rhonda Childress

Social engineering is one of the most prevalent methods used by attackers to steal data and resources from individuals, companies, and even government entities. This book serves as a comprehensive guide to understanding social engineering attacks and how to protect against them.The Art of Social Engineering starts by giving you an overview of the current cyber threat landscape, explaining the psychological techniques involved in social engineering attacks, and then takes you through examples to demonstrate how to identify those attacks.You’ll learn the most intriguing psychological principles exploited by attackers, including influence, manipulation, rapport, persuasion, and empathy, and gain insights into how attackers leverage technology to enhance their attacks using fake logins, email impersonation, fake updates, and executing attacks through social media. This book will equip you with the skills to develop your own defensive strategy, including awareness campaigns, phishing campaigns, cybersecurity training, and a variety of tools and techniques.By the end of this social engineering book, you’ll be proficient in identifying cyberattacks and safeguarding against the ever-growing threat of social engineering with your defensive arsenal.

The Art of Writing Efficient Programs. An advanced programmer's guide to efficient hardware utilization and compiler optimizations using C++ examples

Fedor G. Pikus

The great free lunch of performance taking care of itself is over. Until recently, programs got faster by themselves as CPUs were upgraded, but that doesn't happen anymore. The clock frequency of new processors has almost peaked, and while new architectures provide small improvements to existing programs, this only helps slightly. To write efficient software, you now have to know how to program by making good use of the available computing resources, and this book will teach you how to do that.The Art of Efficient Programming covers all the major aspects of writing efficient programs, such as using CPU resources and memory efficiently, avoiding unnecessary computations, measuring performance, and how to put concurrency and multithreading to good use. You'll also learn about compiler optimizations and how to use the programming language (C++) more efficiently. Finally, you'll understand how design decisions impact performance.By the end of this book, you'll not only have enough knowledge of processors and compilers to write efficient programs, but you'll also be able to understand which techniques to use and what to measure while improving performance. At its core, this book is about learning how to learn.

The Artificial Intelligence Infrastructure Workshop. Build your own highly scalable and robust data storage systems that can support a variety of cutting-edge AI applications

Chinmay Arankalle, Gareth Dwyer, Bas Geerdink, Kunal Gera, ...

Social networking sites see an average of 350 million uploads daily - a quantity impossible for humans to scan and analyze. Only AI can do this job at the required speed, and to leverage an AI application at its full potential, you need an efficient and scalable data storage pipeline. The Artificial Intelligence Infrastructure Workshop will teach you how to build and manage one.The Artificial Intelligence Infrastructure Workshop begins taking you through some real-world applications of AI. You’ll explore the layers of a data lake and get to grips with security, scalability, and maintainability. With the help of hands-on exercises, you’ll learn how to define the requirements for AI applications in your organization. This AI book will show you how to select a database for your system and run common queries on databases such as MySQL, MongoDB, and Cassandra. You’ll also design your own AI trading system to get a feel of the pipeline-based architecture. As you learn to implement a deep Q-learning algorithm to play the CartPole game, you’ll gain hands-on experience with PyTorch. Finally, you’ll explore ways to run machine learning models in production as part of an AI application.By the end of the book, you’ll have learned how to build and deploy your own AI software at scale, using various tools, API frameworks, and serialization methods.

The Aspern Papers

Henry James

The Aspern Papers is one of the masterpieces of the writers small prose, the plots of which are based on the collision of European and American cultural consciousness, the point of view of an individual and social stereotypes, the book perception of the world and individual experience. The tragicomic search by the hapless biographer of the lost letters of the great poet is the conflict of this story.

The Aspiring CIO and CISO. A career guide to developing leadership skills, knowledge, experience, and behavior

David J. Gee, Darryl West

Explore the intricacies of CIO and CISO roles with The Aspiring CIO and CISO by David Gee. This book leverages Gee's 20+ years of digital and cyber leadership experience, providing real-world insights, making it a valuable resource for those navigating the evolving landscape of the C-suite.Tailored to entry-level, mid-level, and senior managers looking to advance to the C-suite, this book serves a unique purpose in the realm of career guidance. The narrative speaks directly to individuals uncertain about their readiness for CIO or CISO roles, offering a personal mentorship experience that goes beyond technicalities. Armed with insights into crafting a powerful 90-day plan, you'll be well-equipped to catapult into CIO or CISO roles successfully. Beyond technical proficiency, the book instills survival skills, ensuring longevity and helping you prevent burnout in these pivotal positions. Additionally, by mastering the art of brand development and soft skills, you'll grasp the interpersonal dynamics crucial for executive leadership. This book is an indispensable guide for ambitious professionals, offering foresight and empowerment to thrive in the digital age.By the end of this book, you'll emerge with strategic dexterity, confidently steering your career trajectory towards the C-suite.

The Atom of the Universe. The Life and Work of Georges Lemaître

Dominique Lambert

This book takes us from the early childhood to the last days of George Lemaîitre, the man behind the theory of the primeval atom, now better known as Big Bang theory. But who was George Lemaître? A clergyman, a genius astronomer, an audacious cosmologist, a computer enthusiast ahead of his time, a professor with his head in the clouds, a bon vivant mathematician and gourmand? Dominique Lambert's book peels away these layers, chapter by chapter, from the adventures of a boy from Charleroi (Belgium) who became Monseigneur Lemaître as well as his impact on contemporary cosmology. The reader will follow Lemaitre’s works through the course of his life, discovering along the way his involvement with the Chinese student community, his complex relationship with the Vatican, his deep devotion to the University of Louvain, his friendship with figures such as Einstein and Eddington, his adventures through the two World Wars, his travels in America, his curious interest in Molière and his deep faith lived through the ‘Amis de Jésus’. The resulting picture is of a remarkable figure who was sensitive, creative, meticulous and, paradoxically, both discreet and exuberant while also being a man of exceptional integrity who reconciled his science with his faith. More than a book on one person, this biography of Lemaître offers the key to a better understanding of the profound changes which took place in the fields of science, faith and academic life in the last century. Preface by P.J.E. PeeblesThis book takes us from the early childhood to the last days of George Lemaîitre, the man behind the theory of the primeval atom, now better known as Big Bang theory. But who was George Lemaître? A clergyman, a genius astronomer, an audacious cosmologist, a computer enthusiast ahead of his time, a professor with his head in the clouds, a bon vivant mathematician and gourmand? Dominique Lambert's book peels away these layers, chapter by chapter, from the adventures of a boy from Charleroi (Belgium) who became Monseigneur Lemaître as well as his impact on contemporary cosmology. The reader will follow Lemaitre’s works through the course of his life, discovering along the way his involvement with the Chinese student community, his complex relationship with the Vatican, his deep devotion to the University of Louvain, his friendship with figures such as Einstein and Eddington, his adventures through the two World Wars, his travels in America, his curious interest in Molière and his deep faith lived through the ‘Amis de Jésus’. The resulting picture is of a remarkable figure who was sensitive, creative, meticulous and, paradoxically, both discreet and exuberant while also being a man of exceptional integrity who reconciled his science with his faith. More than a book on one person, this biography of Lemaître offers the key to a better understanding of the profound changes which took place in the fields of science, faith and academic life in the last century. Preface by P.J.E. Peebles

The Auction Block

Rex Beach

Lorelei Knights parents want to get rich on her beauty. They send her to New York to be on a girl show. Bob Wharton, the dissolute son of a millionaire, falls in love with a girl. When Lorelei finds out her father is ill and needs money, she marries Bob even though she doesnt love him. Bobs father cuts his allowance and Bob is forced to go to work.

The Author of Beltraffio

Henry James

In this story, a mother allows her only child, a seven-year-old boy, to die of diphtheria only so that he will never be subjected to the corrupting influence of the books written by his father, which she deeply condemns. Anyone who imagines motherly love and at least once saw the torment of a child restlessly darting in his crib, fighting for every breath, would never have invented such a monstrous story. The French call it litterature. By this word they denote works created on the basis of a cheap literary effect, devoid of any likelihood.

The Autobiography of Benjamin Franklin

Benjamin Franklin

For all value investors and Charlie Munger enthusiasts, don't miss out on "The Autobiography of Benjamin Franklin." This book was a favorite of Munger's, and it's packed with practical wisdom. Franklin's life story teaches us about frugality, hard work, and building good habits-essential principles for success in both life and investing. Munger, a rational thinker himself, drew inspiration from Franklin's genius. Dive into this classic autobiography for timeless insights that align perfectly with the core principles of value investing and Munger's practical philosophy.

The Autocracy of Mr Parham

Herbert George Wells

Mr. Parham is a university academic of the traditional, classical sort, very much a snob and unhappy with many of the social trends of the time. Sir Bussy Woodcock is a self-made millionaire of sharp intelligence and great energy but lowly beginnings and no cultural education. This unlikely pair meet by chance and form an intermittent relationship. In an attempt to foster this acquaintance that goes on for six years, Mr. Parham finds himself involved in séances that summon a Master Spirit from the beyond. This entity occupies Mr. Parhams body, and commences to inspire a political movement (the League of Duty Paramount) that overthrows the British government in a coup détat. This is an intriguing tale which Wells uses to explore opposing social and political views of the period, with the fantasy element a vehicle for so doing. On the way, he creates a couple of memorable characters.

The Avenger

Edgar Wallace

Over a period of time, men disappear, and later their heads are found. Meanwhile a young actress in a small part in a film on location, is disturbed by the actions of the owner of the place where they are filming. A detective comes to investigate, and finds many puzzling things going on. Several of the characters are suspicious, in one way or another, and as the plot unfolds, it grips you. Edgar Wallaces The Avenger is a perfectly fine example of what a page-turning thriller looked like, early in the last century. What Edgar Wallace has over modern writers is the willingness to insert a girl-snatching, sapient orangutan in his plot. Surely the seeds for his King-Kong screenplay can be found here.

The Avenger

E. Phillips Oppenheim

Yet another collection of linked short stories from Oppenheim. By chance a young man and woman meet and set up an agency to aid Scotland Yard, but is romance in the air? This story deals with a young man and a young woman who make an informal partnership in criminal investigation. This whodunit murder mysteries collection brings to you some of Oppenheims finest murder mysteries to keep you at your toes: The Evil Shepherd Murder at Monte Carlo, or Wolves Amongst the Honey, The Glenlitten Murder and others. Phillips Oppenheim was an internationally renowned author of mystery and espionage thrillers. His novels and short stories have all the elements of blood-racing adventure and intrigue and are precursors of modern-day spy fictions.

The Awakening and Selected Short Stories

Awakening is one of the greatest works in American literature. Brilliant beauty Edna Pontellier, together with her husband and two wonderful kids, spend the summer in the resort town of Grand Isle. Ednas unexpected meeting with Robert, a charming young man, suddenly changes the calm and measured life of a woman. Awakening was recognized only many years later.

The Awkward Age

Henry James

The Aawkward age nonetheless analyzes the English character with great subtlety. The Awkward Age, which is highly praised for its natural dialogue and the subtlety of the sensation that it conveys, illustrates Conrads remark that James never dwells in deep darkness or in strong sunlight. But he feels deep and bright every gentle shade.

The Azure Cloud Native Architecture Mapbook. Explore Microsoft Cloud’s infrastructure, application, data, and security architecture

Stéphane Eyskens, Ed Price

Azure offers a wide range of services that enable a million ways to architect your solutions. Complete with original maps and expert analysis, this book will help you to explore Azure and choose the best solutions for your unique requirements.Starting with the key aspects of architecture, this book shows you how to map different architectural perspectives and covers a variety of use cases for each architectural discipline. You'll get acquainted with the basic cloud vocabulary and learn which strategic aspects to consider for a successful cloud journey. As you advance through the chapters, you'll understand technical considerations from the perspective of a solutions architect. You'll then explore infrastructure aspects, such as network, disaster recovery, and high availability, and leverage Infrastructure as Code (IaC) through ARM templates, Bicep, and Terraform. The book also guides you through cloud design patterns, distributed architecture, and ecosystem solutions, such as Dapr, from an application architect's perspective. You'll work with both traditional (ETL and OLAP) and modern data practices (big data and advanced analytics) in the cloud and finally get to grips with cloud native security.By the end of this book, you'll have picked up best practices and more rounded knowledge of the different architectural perspectives.

The Azure IoT Handbook. Develop IoT solutions using the intelligent edge-to-cloud technologies

Dan Clark

With the rise of cloud-based computing, deploying IoT systems has become more cost-effective for businesses. This transformation has led to developers and architects shouldering the responsibility of creating, managing, and securing these systems, even if they are new to the IoT technology. The Azure IoT Handbook is a comprehensive introduction to quickly bring you up to speed in this rapidly evolving landscape.Starting with the basic building blocks of any IoT system, this book guides you through mobile device management and data collection using an IoT hub. You’ll explore essential tools for system security and monitoring. Following data collection, you’ll delve into real-time data analytics using Azure Stream Analytics and view real-time streaming on a Power BI dashboard. Packed with real-world examples, this book covers common IoT use as well.By the end of this IoT book, you’ll know how to design and develop IoT solutions leveraging intelligent edge-to-cloud technologies implemented on Azure.

The Babe, B.A

E.F. Benson

The story Babe, B. A. contains a large amount of wit, brightness and a sharp charm. All characters have a strong family resemblance to each other. Although the story seems so easy and relaxed, in short frivolous. However, readers will be able to see a really difficult choice for the main character, so young but brave. He faced the criminal world. He has a choice: to betray his friend or not.

The Bait and the Trap

Max Brand

One of the greatest western authors of all time, superstar pulpsmith Max Brand, the pen name of Frederick Faust, was an incredibly proficient author who wrote many books, stories, and even poetry. His Westerns were always different, with complex plots and characters, and uncertain endings... But his historical adventures rank among the best stories he ever wrote. These seven stories of 16th Century Italian Renaissance swashbuckling swordsman Tizzo are tightly-plotted, action-packed adventures which were rarely equaled in quality by Brands contemporaries. It collects the final four stories: The Cat and the Perfume, Claws of the Tigress, The Bait and the Trap and The Pearls of the Bonfadini.

The Ball and The Cross

G.K. Chesterton

A very good Christian book, which, nevertheless, speaks not so much about Christianity in itself, as about humanity, as the principle of life in general. If there were such a category as social Christian romance, then this book would be one of the most remarkable examples. The book is attractive and not only because of the description of a non-ideal world, but also because of the authors attitude to his characters. There are no heroes in principle, there are only images. Very bright and understandable.