| bloomberg software engineering interview: Human-Centered AI Ben Shneiderman, 2022 The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity. |
| bloomberg software engineering interview: The Effective Engineer Edmond Lau, 2015-03-19 Introducing The Effective Engineer--the only book designed specifically for today's software engineers, based on extensive interviews with engineering leaders at top tech companies, and packed with hundreds of techniques to accelerate your career. |
| bloomberg software engineering interview: Are You Smart Enough to Work at Google? William Poundstone, 2012-01-04 You are shrunk to the height of a nickel and thrown in a blender. The blades start moving in 60 seconds. What do you do? If you want to work at Google, or any of America's best companies, you need to have an answer to this and other puzzling questions. Are You Smart Enough to Work at Google? guides readers through the surprising solutions to dozens of the most challenging interview questions. The book covers the importance of creative thinking, ways to get a leg up on the competition, what your Facebook page says about you, and much more. Are You Smart Enough to Work at Google? is a must-read for anyone who wants to succeed in today's job market. |
| bloomberg software engineering interview: Top 100 Tricky Java Interview Questions Knowledge Powerhouse, 2016-07-21 This book contains tricky and nasty Java interview questions that an interviewer asks in Java technology interview. It is a compilation of questions after attending dozens of Java interviews in top-notch companies like- Google, Facebook, Ebay, Amazon etc. You can save time by reading questions as well as answers from the book. Sample questions are: How can you determine if JVM is 32-bit or 64-bit from Java Program? What is the right data type to represent Money (like Dollar/Pound) in Java? Is ++ operation thread-safe in Java? |
| bloomberg software engineering interview: Brotopia Emily Chang, 2018-02-06 Instant National Bestseller Excellent. --San Francisco Chronicle Brotopia is more than a business book. Silicon Valley holds extraordinary power over our present lives as well as whatever utopia (or nightmare) might come next. --New York Times Silicon Valley is a modern utopia where anyone can change the world. Unless you're a woman. For women in tech, Silicon Valley is not a fantasyland of unicorns, virtual reality rainbows, and 3D-printed lollipops, where millions of dollars grow on trees. It's a Brotopia, where men hold all the cards and make all the rules. Vastly outnumbered, women face toxic workplaces rife with discrimination and sexual harassment, where investors take meetings in hot tubs and network at sex parties. In this powerful exposé, Bloomberg TV journalist Emily Chang reveals how Silicon Valley got so sexist despite its utopian ideals, why bro culture endures despite decades of companies claiming the moral high ground (Don't Be Evil! Connect the World!)--and how women are finally starting to speak out and fight back. Drawing on her deep network of Silicon Valley insiders, Chang opens the boardroom doors of male-dominated venture capital firms like Kleiner Perkins, the subject of Ellen Pao's high-profile gender discrimination lawsuit, and Sequoia, where a partner once famously said they won't lower their standards just to hire women. Interviews with Facebook COO Sheryl Sandberg, YouTube CEO Susan Wojcicki, and former Yahoo! CEO Marissa Mayer--who got their start at Google, where just one in five engineers is a woman--reveal just how hard it is to crack the Silicon Ceiling. And Chang shows how women such as former Uber engineer Susan Fowler, entrepreneur Niniane Wang, and game developer Brianna Wu, have risked their careers and sometimes their lives to pave a way for other women. Silicon Valley's aggressive, misogynistic, work-at-all costs culture has shut women out of the greatest wealth creation in the history of the world. It's time to break up the boys' club. Emily Chang shows us how to fix this toxic culture--to bring down Brotopia, once and for all. |
| bloomberg software engineering interview: The New Education Cathy N. Davidson, 2017-09-05 A leading educational thinker argues that the American university is stuck in the past -- and shows how we can revolutionize it for our era of constant change Our current system of higher education dates to the period from 1865 to 1925. It was in those decades that the nation's new universities created grades and departments, majors and minors, all in an attempt to prepare young people for a world transformed by the telegraph and the Model T. As Cathy N. Davidson argues in The New Education, this approach to education is wholly unsuited to the era of the gig economy. From the Ivy League to community colleges, she introduces us to innovators who are remaking college for our own time by emphasizing student-centered learning that values creativity in the face of change above all. The New Education ultimately shows how we can teach students not only to survive but to thrive amid the challenges to come. |
| bloomberg software engineering interview: Success Through Diversity Carol Fulp, 2018-10-09 Explores how investing in a racially and ethnically diverse workforce will help make contemporary businesses more dynamic, powerful, and profitable In our fast-changing demographic landscape, companies that proactively embrace diversity in all areas of their operations will be best poised to thrive. Renowned business leader and visionary Carol Fulp explores staffing trends in the US and provides a blueprint for what businesses must do to maintain their competitiveness and customer base, including hiring in new ways, aligning managers around diversity, providing new kinds of leadership development, and engaging employees to embrace differences. Using detailed case histories of corporate cultures such as the NFL, Eastern Bank, John Hancock, Hallmark Health, and PepsiCo, as well as her own experiences in the workplace and in advising companies on diversity practice, Fulp demonstrates how people of different races and ethnicities represent an essential asset to contemporary companies and organizations. |
| bloomberg software engineering interview: Believe in People Charles Koch, Brian Hooks, 2020-11-17 A surprising take on how you can help tackle the really big problems in society–from one of America’s most successful entrepreneurs. People are looking for a better way. Towering barriers are holding millions of people back, and the institutions that should help everyone rise are not doing the job. Crumbling communities. One-size fits all education. Businesses that rig the economy. Public policy that stifles opportunity and emboldens the extremes. As a result, this country is quickly heading toward a two-tiered society. Today’s challenges call for nothing short of a paradigm shift – away from a top-down approach that sees people as problems to be managed, toward bottom-up solutions that empower everyone to realize their potential and foster a more inclusive society. Such a shift starts by asking: What would it mean to truly believe in people? Businessman and philanthropist Charles Koch has devoted his life to answering that question. Learn what he’s discovered during his 60-year career to help you apply the principles of empowerment in your life, in your business, and in society. By learning from the social movements and applying the principles that have enabled social progress throughout history, Koch has achieved more than he dreamed possible – building one of the world’s most successful companies and founding Stand Together, one of America’s most innovative philanthropic communities. Stand Together CEO Brian Hooks and Koch show how the only way to solve the really big problems – from poverty and addiction to harmful business practices and destructive public policy – is for each and every one of us to find and take action in our unique role as part of the solution. Full of compelling examples of what works – including several first-person accounts from individuals whose lives have been transformed – Koch and Hooks’ refreshing approach promotes partnership instead of partisanship and speaks to people from different perspectives and all walks of life. They show that no injustice is too tough to overcome if you share a deep belief in people, are willing to unite with anyone to do right, and work to empower others from the bottom up. |
| bloomberg software engineering interview: Quant Job Interview Questions and Answers Mark Joshi, Nick Denson, Nicholas Denson, Andrew Downes, 2013 The quant job market has never been tougher. Extensive preparation is essential. Expanding on the successful first edition, this second edition has been updated to reflect the latest questions asked. It now provides over 300 interview questions taken from actual interviews in the City and Wall Street. Each question comes with a full detailed solution, discussion of what the interviewer is seeking and possible follow-up questions. Topics covered include option pricing, probability, mathematics, numerical algorithms and C++, as well as a discussion of the interview process and the non-technical interview. All three authors have worked as quants and they have done many interviews from both sides of the desk. Mark Joshi has written many papers and books including the very successful introductory textbook, The Concepts and Practice of Mathematical Finance. |
| bloomberg software engineering interview: Broadcasting & Cable , 2006-04 |
| bloomberg software engineering interview: Get the Job Pamela Paterson, 2013-03-11 Provides techniques to transform a resume into an effective marketing tool that can outpace the competition in online job systems and spike the interest of hiring managers. -- P. [4] of cover. |
| bloomberg software engineering interview: The Performance Paradox Eduardo Briceno, 2023-09-05 We all know we should be learning and growing. But how do you make time while under pressure to perform? Too many of us suffer from 'chronic performance': we feel constant pressure to look like we know what we're doing, to always be on, to rack up success after success and have all the answers, all because we assume that greater effort leads to greater success. But this temptation to portray ourselves as infallible is affecting both our work and personal lives and is blocking our ability for true growth. Through his work with over a hundred companies, co-founder of Mindset Works Eduardo Briceño has solved this by coming up with a game-changing framework that breaks our habit of chronic performance. He's discovered that long-term success as an individual or business - personal, financial and, organisational - relies on integrating and being proficient at learning and performing. In The Performance Paradox, you will learn how to: - Unlock the power of mistakes - Integrate learning into daily habits - Move seamlessly between learning and performing - Solicit the most useful feedback - Lead teams that constantly improve and outperform their targets Ground-breaking and empowering, The Performance Paradox will break your chronic performance habit and revolutionise the way you approach growth mindset to get you on your way to thriving in both work and life. |
| bloomberg software engineering interview: Work Smarts Betty Liu, 2013-12-09 Award-winning Bloomberg television host Betty Liu compiles the wisdom of the world's best CEOs into a fun, insightful, and practical guide for success. Betty Liu is famous the world over for asking the tough questions of today’s most successful people—and for her uncanny ability to get straight answers where others have failed. As an award-winning financial journalist and Bloomberg Television anchor, Betty has sat down with billionaires, CEOs, politicians, and celebrities to get their views from the top. Now, in Work Smarts, Betty helps you get to the top by distilling the wisdom of some of the most prominent CEOs in the country. Warren Buffett, Jamie Dimon, Elon Musk, Sam Zell, John Chambers, Anne Mulcahy, and many more spill the beans on what it really takes to be successful, giving practical, “from the street” advice on how to get ahead in your career. Packed with candid, often humorous, revelations from leaders in the world of finance, technology, retail, telecom, entertainment, and more, Work Smarts delivers priceless guidance on: How to really network The importance of being likable What your boss is thinking when you ask for a raise Winning every negotiation Bouncing back from a firing or layoff Thinking like a true entrepreneur The secret skill every successful person needs Overcoming fear Being a standout job candidate Knowing what’s holding you back Knowing what can propel you forward Why sometimes being good at your job just isn’t enough Combining the trademark, hands-on approach of one of today’s most respected financial journalists with the wisdom of the world’s most successful business leaders, Work Smarts is a gold mine of real-world insight and advice on how to get ahead in business and forge a career that maximizes all your best talents and skills. |
| bloomberg software engineering interview: Flying Blind Peter Robison, 2021-11-30 NEW YORK TIMES BUSINESS BESTSELLER • A suspenseful behind-the-scenes look at the dysfunction that contributed to one of the worst tragedies in modern aviation: the 2018 and 2019 crashes of the Boeing 737 MAX. An authoritative, gripping and finely detailed narrative that charts the decline of one of the great American companies (New York Times Book Review), from the award-winning reporter for Bloomberg. Boeing is a century-old titan of industry. It played a major role in the early days of commercial flight, World War II bombing missions, and moon landings. The planemaker remains a cornerstone of the U.S. economy, as well as a linchpin in the awesome routine of modern air travel. But in 2018 and 2019, two crashes of the Boeing 737 MAX 8 killed 346 people. The crashes exposed a shocking pattern of malfeasance, leading to the biggest crisis in the company’s history—and one of the costliest corporate scandals ever. How did things go so horribly wrong at Boeing? Flying Blind is the definitive exposé of the disasters that transfixed the world. Drawing from exclusive interviews with current and former employees of Boeing and the FAA; industry executives and analysts; and family members of the victims, it reveals how a broken corporate culture paved the way for catastrophe. It shows how in the race to beat the competition and reward top executives, Boeing skimped on testing, pressured employees to meet unrealistic deadlines, and convinced regulators to put planes into service without properly equipping them or their pilots for flight. It examines how the company, once a treasured American innovator, became obsessed with the bottom line, putting shareholders over customers, employees, and communities. By Bloomberg investigative journalist Peter Robison, who covered Boeing as a beat reporter during the company’s fateful merger with McDonnell Douglas in the late ‘90s, this is the story of a business gone wildly off course. At once riveting and disturbing, it shows how an iconic company fell prey to a win-at-all-costs mentality, threatening an industry and endangering countless lives. |
| bloomberg software engineering interview: Programming Challenges Steven S Skiena, Miguel A. Revilla, 2006-04-18 There are many distinct pleasures associated with computer programming. Craftsmanship has its quiet rewards, the satisfaction that comes from building a useful object and making it work. Excitement arrives with the flash of insight that cracks a previously intractable problem. The spiritual quest for elegance can turn the hacker into an artist. There are pleasures in parsimony, in squeezing the last drop of performance out of clever algorithms and tight coding. The games, puzzles, and challenges of problems from international programming competitions are a great way to experience these pleasures while improving your algorithmic and coding skills. This book contains over 100 problems that have appeared in previous programming contests, along with discussions of the theory and ideas necessary to attack them. Instant online grading for all of these problems is available from two WWW robot judging sites. Combining this book with a judge gives an exciting new way to challenge and improve your programming skills. This book can be used for self-study, for teaching innovative courses in algorithms and programming, and in training for international competition. The problems in this book have been selected from over 1,000 programming problems at the Universidad de Valladolid online judge. The judge has ruled on well over one million submissions from 27,000 registered users around the world to date. We have taken only the best of the best, the most fun, exciting, and interesting problems available. |
| bloomberg software engineering interview: Smart and Gets Things Done Avram Joel Spolsky, 2007-10-17 A good programmer can outproduce five, ten, and sometimes more run-of-the-mill programmers. The secret to success for any software company then is to hire the good programmers. But how to do that? In Joel on Hiring, Joel Spolsky draws from his experience both at Microsoft and running his own successful software company based in New York City. He writes humorously, but seriously about his methods for sorting resumes, for finding great candidates, and for interviewing, in person and by phone. Joel’s methods are not complex, but they do get to the heart of the matter: how to recognize a great developer when you see one. |
| bloomberg software engineering interview: The Transpacific Experiment Matt Sheehan, 2020-08-04 A timely, vital account of California’s unique relationship with China, told through the exploits of the entrepreneurs, activists, and politicians driving transformations with international implications. Tensions between the world’s superpowers are mounting in Washington, D.C., and Beijing. Yet, the People's Republic of China and the state of California have built deep and interdependent socioeconomic exchanges that reverberate across the globe, making California and China a microcosm of the most important international relationship of the twenty–first century. In The Transpacific Experiment, journalist and China analyst Matt Sheehan chronicles the real people who are making these connections. Sheehan tells the story of a Southern Californian mayor who believes a Chinese electric bus factory will save his town from meth labs and skinheads. He follows a Chinese AI researcher who leaves Google to compete with his former employer from behind the Great Firewall. Sheehan joins a tour bus of wealthy Chinese families shopping for homes in the Bay Area, revealing disgruntled neighbors and raising important questions about California’s own narratives around immigration and the American Dream. Sheehan’s on–the–ground reporting reveals movie sets in the “Hollywood of China,” Chinese–funded housing projects in San Francisco, Chinese immigrants who support Donald Trump, and more. Each of these stories lays bare the new reality of twenty–first–century superpowers: the closer they get to one another, the more personal their frictions become. “Cuts right to the heart of the relationship between Silicon Valley and China: the tangled history, the current tensions, and the uncertain future . . . a must–read.”—Kai–Fu Lee, former president of Google China and founder of Sinovation Ventures |
| bloomberg software engineering interview: Bloomberg Markets , 2007 |
| bloomberg software engineering interview: Powerful Python Aaron Maxwell, 2024-11-08 Once you've mastered the basics of Python, how do you skill up to the top 1%? How do you focus your learning time on topics that yield the most benefit for production engineering and data teams—without getting distracted by info of little real-world use? This book answers these questions and more. Based on author Aaron Maxwell's software engineering career in Silicon Valley, this unique book focuses on the Python first principles that act to accelerate everything else: the 5% of programming knowledge that makes the remaining 95% fall like dominos. It's also this knowledge that helps you become an exceptional Python programmer, fast. Learn how to think like a Pythonista: explore advanced Pythonic thinking Create lists, dicts, and other data structures using a high-level, readable, and maintainable syntax Explore higher-order function abstractions that form the basis of Python libraries Examine Python's metaprogramming tool for priceless patterns of code reuse Master Python's error model and learn how to leverage it in your own code Learn the more potent and advanced tools of Python's object system Take a deep dive into Python's automated testing and TDD Learn how Python logging helps you troubleshoot and debug more quickly |
| bloomberg software engineering interview: Top 50 SQL Tricky Interview Questions Knowledge Powerhouse, 2016-12-11 This book contains tricky and nasty SQL interview questions that an interviewer asks. It is a compilation of advanced SQL interview questions after attending dozens of technical interviews in top-notch companies like- Oracle, Google, Ebay, Amazon etc.Each question is accompanied with an answer because you want to save your time while preparing for an interview.The difficulty rating on these Questions varies from a Junior level programmer to Architect level. Sample Questions are:How can we retrieve alternate records from a table in Oracle?Given a list of student names and grade. Write a query to print a comma separated list of student names in a grade.Write SQL Query to get Student Name and number of Students in same grade.Write SQL query to delete duplicate rows in a table?Write SQL query to get the second highest salary among all Employees?Write SQL Query to get Employee Name, Manager ID and number of employees in the department?Write SQL query to get the nth highest salary among all Employees.Given an Employee table with Manager_ID as column, print First name, Manager ID and Level of employees in Organization Structure?Why is the difference between NVL and NVL2 functions in SQL?What is the difference between UNION and UNION ALL?What are the reasons for de-normalizing the data?What is a Pseudocolumn?How can you find 10 employees with Odd number as Employee ID?What is the difference between DELETE and TRUNCATE in SQL?Which SQL feature can be used to view data in a table sequentially?What are the differences between CASE and DECODE in SQL?Write a SQL Query to get the Quarter from date.http://www.knowledgepowerhouse.com |
| bloomberg software engineering interview: Completing Your Qualitative Dissertation Linda Dale Bloomberg, Marie Volpe, 2015-11-05 Addressing one of the key challenges facing doctoral students, Completing Your Qualitative Dissertation by Linda Dale Bloomberg and Marie Volpe fills a gap in qualitative literature by offering comprehensive guidance and practical tools for navigating each step in the qualitative dissertation journey, including the planning, research, and writing phases. Blending the conceptual, theoretical, and practical, the book becomes a dissertation in action—a logical and cohesive explanation and illustration of content and process. The Third Edition maintains key features that distinguish its unique approach and has been thoroughly updated and expanded throughout to reflect and address recent developments in the field. |
| bloomberg software engineering interview: Once a Bitcoin Miner Ethan Lou, 2021-10-19 A map to the new frontier, and a rollicking ride across it Ethan Lou goes on an epic quest through the proverbial cryptocurrency Wild West, through riches, absurdity, wonder, and woe. From investing in Bitcoin in university to his time writing for Reuters, and then mining the digital asset ― Lou meets a co-founder of Ethereum and Gerald Cotten of QuadrigaCX (before he was reported dead), and hangs out in North Korea with Virgil Griffith, the man later arrested for allegedly teaching blockchain to the totalitarian state. Coming of age in the 2008 financial crisis, Lou’s generation has a natural affinity with this rebel internet money, this so-called millennial gold, created in the wake of that economic storm. At once an immersive narrative of adventure and fortune, Once a Bitcoin Miner is also a work of journalistic rigor. Lou examines this domain through the lens of the human condition, delving deep into the lives of the fast-talkers, the exiles, the ambitious, and the daring, forging their paths in a new world, harsh and unpredictable. |
| bloomberg software engineering interview: Better Buses, Better Cities Steven Higashide, 2019-10-10 Better Buses, Better Cities is likely the best book ever written on improving bus service in the United States. — Randy Shaw, Beyond Chron The ultimate roadmap for how to make the bus great again in your city. — Spacing The definitive volume on how to make bus frequent, fast, reliable, welcoming, and respected... — Streetsblog Imagine a bus system that is fast, frequent, and reliable—what would that change about your city? Buses can and should be the cornerstone of urban transportation. They offer affordable mobility and can connect citizens with every aspect of their lives. But in the US, they have long been an afterthought in budgeting and planning. With a compelling narrative and actionable steps, Better Buses, Better Cities inspires us to fix the bus. Transit expert Steven Higashide shows us what a successful bus system looks like with real-world stories of reform—such as Houston redrawing its bus network overnight, Boston making room on its streets to put buses first, and Indianapolis winning better bus service on Election Day. Higashide shows how to marshal the public in support of better buses and how new technologies can keep buses on time and make complex transit systems understandable. Higashide argues that better bus systems will create better cities for all citizens. The consequences of subpar transit service fall most heavily on vulnerable members of society. Transit systems should be planned to be inclusive and provide better service for all. These are difficult tasks that require institutional culture shifts; doing all of them requires resilient organizations and transformational leadership. Better bus service is key to making our cities better for all citizens. Better Buses, Better Cities describes how decision-makers, philanthropists, activists, and public agency leaders can work together to make the bus a win in any city. |
| bloomberg software engineering interview: Cracking the Coding Interview Gayle Laakmann McDowell, 2011 Now in the 5th edition, Cracking the Coding Interview gives you the interview preparation you need to get the top software developer jobs. This book provides: 150 Programming Interview Questions and Solutions: From binary trees to binary search, this list of 150 questions includes the most common and most useful questions in data structures, algorithms, and knowledge based questions. 5 Algorithm Approaches: Stop being blind-sided by tough algorithm questions, and learn these five approaches to tackle the trickiest problems. Behind the Scenes of the interview processes at Google, Amazon, Microsoft, Facebook, Yahoo, and Apple: Learn what really goes on during your interview day and how decisions get made. Ten Mistakes Candidates Make -- And How to Avoid Them: Don't lose your dream job by making these common mistakes. Learn what many candidates do wrong, and how to avoid these issues. Steps to Prepare for Behavioral and Technical Questions: Stop meandering through an endless set of questions, while missing some of the most important preparation techniques. Follow these steps to more thoroughly prepare in less time. |
| bloomberg software engineering interview: Data Feminism Catherine D'Ignazio, Lauren F. Klein, 2020-03-31 A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed. |
| bloomberg software engineering interview: When Coffee and Kale Compete Alan Klement, 2018-03-21 A Job to be Done is the process a consumer goes through whenever she aims to transform her existing life-situation into a preferred one, but cannot because there are constraints that stop her. When Coffee and Kale Compete by Alan Klement helps you become better at creating and selling products that people will buy. Your joy at work will grow. You will know how to help companies increase profits, reduce waste, and remain competitive. In doing so, you will help economies prosper, and help provide stable jobs for employees and the families that depend on them. Top entrepreneurs, business owners, and Alan himself share their experiences of how they used Job to be Done to help them create successful products. Alan not only relates success stories but also gives examples of products and companies that failed. The experiences of others will help you make the best choices for your own company or the company where you work. You will also learn how to analyze the competition and make customers notice your product. The knowledge in this book will help you boost growth for your product and business. |
| bloomberg software engineering interview: Foundations of Machine Learning, second edition Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar, 2018-12-25 A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics. Foundations of Machine Learning is unique in its focus on the analysis and theory of algorithms. The first four chapters lay the theoretical foundation for what follows; subsequent chapters are mostly self-contained. Topics covered include the Probably Approximately Correct (PAC) learning framework; generalization bounds based on Rademacher complexity and VC-dimension; Support Vector Machines (SVMs); kernel methods; boosting; on-line learning; multi-class classification; ranking; regression; algorithmic stability; dimensionality reduction; learning automata and languages; and reinforcement learning. Each chapter ends with a set of exercises. Appendixes provide additional material including concise probability review. This second edition offers three new chapters, on model selection, maximum entropy models, and conditional entropy models. New material in the appendixes includes a major section on Fenchel duality, expanded coverage of concentration inequalities, and an entirely new entry on information theory. More than half of the exercises are new to this edition. |
| bloomberg software engineering interview: Operating System Concepts Abraham Silberschatz, Greg Gagne, Peter B. Galvin, 2011-07-05 Operating System Concepts continues to provide a solid theoretical foundation for understanding operating systems. The 8th Edition Update includes more coverage of the most current topics in the rapidly changing fields of operating systems and networking, including open-source operating systems. The use of simulators and operating system emulators is incorporated to allow operating system operation demonstrations and full programming projects. The text also includes improved conceptual coverage and additional content to bridge the gap between concepts and actual implementations. New end-of-chapter problems, exercises, review questions, and programming exercises help to further reinforce important concepts, while WileyPLUS continues to motivate students and offer comprehensive support for the material in an interactive format. |
| bloomberg software engineering interview: Ace the Data Science Interview Kevin Huo, Nick Singh, 2021 |
| bloomberg software engineering interview: The Bloomberg Way Matthew Winkler, 2011-09-28 The definitive guide to reporting and editing the story of money Financial reporting is more important than ever as people grow increasingly aware of how their lives are affected by Wall Street and the federal government. Bloomberg News has earned the respect of journalists and readers around the world for its fast, in-depth and accurate stories. The Bloomberg Way, an internal manual compiled over two decades, reflects the new realities of journalism, in which speed is paramount, the impact of news is instantaneous, and the lines between objectivity and opinion are increasingly blurred. The Bloomberg Way is the most thorough and comprehensive guide to reporting and editing the story of money. This indispensable text for both journalism professionals and students outlines the central principles of Bloomberg News, explaining how to write compelling stories while maintaining standards of accuracy, honesty and ethics. The five F's of reporting: Factual, First, Fastest, Final and Future Word The essentials of writing an enticing lead and organizing story lines when preparing for breaking news on anything from an earnings release to a market crash Ways to keep opinion and speculation out of your writing The Bloomberg Way stylebook is the most important writer's resource of one of the largest news organizations in the world. It informs as it instructs, from how to conduct effective interviews to analyzing financial reports to the imperative for accuracy and integrity in gathering and publishing news. |
| bloomberg software engineering interview: Hands-On Data Analysis with Pandas Stefanie Molin, 2019-07-26 Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial. |
| bloomberg software engineering interview: Gratitude in Low Voices Dawit Gebremichael Habte, 2017-04-18 “A candid, inspiring memoir of cultural and historical importance” from an Eritrean-Ethiopian War refugee (Michael Bloomberg). Dawit Gebremichael Habte fled his homeland of Eritrea as a teenager. In the midst of the ongoing Eritrean-Ethiopian war, Dawit and his sisters crossed illegally into Kenya. Without their parents or documents to help their passage, they experienced the abuse and neglect known by so many refugees around the world. But Dawit refused to give up. He stayed resilient and positive. Journeying to the United States under asylum—and still a boy—Dawit found a new purpose in an unfamiliar land. Against impossible odds, he studied hard and was accepted to Johns Hopkins University, eventually landing a job as a software engineer at Bloomberg. After a few years, with the support of Michael Bloomberg himself, Dawit returned to his homeland to offer business opportunities for other Eritreans. Dawit found a way to help his ancestral land emerge from thirty years of debilitating war. Gratitude in Low Voices is about how one man was marginalized, but how compassion and love never abandoned him. It’s about learning how to care for family, and how to honor those who help the helpless. This account reminds us that hope is not lost. “An inspiring memoir by Dawit Gebremichael Habte, who poignantly portrays his childhood in Africa and his struggles as a refugee to the United States . . . This book is a reaffirmation of the good that people can do and how one young man succeeded despite the odds against him.”—Foreword Reviews |
| bloomberg software engineering interview: Alpha Trader Brent Donnelly, 2021-06-12 Trading is a chaotic, complex, and loosely-structured game played by the smartest minds and most expensive computers in the world. It is the ultimate puzzle. Few can trade at an elite level for an extended period. The game is constantly changing and the rules, mechanics, and probabilities are difficult to observe and forever in flux. Just when you think you've got a plan: BAM. You get punched in the mouth. Trading attracts intelligent, driven individuals who see enormous financial rewards and few barriers to entry. But no amount of intelligence or skill is enough if you are irrational, undisciplined, or overconfident. The best analysis is useless if you keep reaching for the self-destruct button. How do you survive and excel in this high-stakes competition? How do you become an Alpha Trader? The answer is mindset, methodology, and math. ALPHA TRADER is not a behavioral economics textbook and it is not a boring, theoretical deep dive into trading psychology. It's a practical guide full of actionable information, exciting and relevant trading floor stories, concisely-distilled research, and real-life examples that explain and reinforce critical concepts. The book details the specific strategies, tactics, and habits that lead to professional trading success. It will help you become more self-aware, rational, and profitable. This book will make you a better trader. It will help you unlock more edge and it will motivate you to become an expert in your market. It covers practical and essential topics like strategy vs. tactics, microstructure, market narrative, technical analysis, sentiment, positioning and systematic risk management. It will explain the importance of adaptation, rational thinking, behavioral bias, and risk of ruin. Brent Donnelly, the author of ALPHA TRADER, has been a professional trader for more than two decades and has been writing about macro and markets for more than 15 years. His writing style is engaging, approachable, and entertaining and he has the experience and knowledge of a veteran professional trader. His first book, The Art of Currency Trading is a bestseller and has received rave reviews. Brent has worked as a senior FX dealer at some of the biggest banks in the world. He has traded global macro for a Connecticut hedge fund, and he has day traded equities with his own money. He loves trading and he loves writing about it. ALPHA TRADER is for traders of every skill and experience level. Veterans and rookies alike will benefit as the book digs into topics like self-awareness, discipline, endurance, and grit. Learn the common traits of winning traders, the myriad sources of trader kryptonite, how to improve your decision-making, and how smart people do stupid things, all the time. Professional trading is a lifelong journey of self-improvement, struggle, adaptation, and success. This book will help you level up on that journey. Be rational and self-aware. Learn, adapt, and grow. Unleash the Alpha. |
| bloomberg software engineering interview: Bloomberg Businessweek , 2011 |
| bloomberg software engineering interview: Cracking the Data Science Interview Maverick Lin, 2019-12-17 Cracking the Data Science Interview is the first book that attempts to capture the essence of data science in a concise, compact, and clean manner. In a Cracking the Coding Interview style, Cracking the Data Science Interview first introduces the relevant concepts, then presents a series of interview questions to help you solidify your understanding and prepare you for your next interview. Topics include: - Necessary Prerequisites (statistics, probability, linear algebra, and computer science) - 18 Big Ideas in Data Science (such as Occam's Razor, Overfitting, Bias/Variance Tradeoff, Cloud Computing, and Curse of Dimensionality) - Data Wrangling (exploratory data analysis, feature engineering, data cleaning and visualization) - Machine Learning Models (such as k-NN, random forests, boosting, neural networks, k-means clustering, PCA, and more) - Reinforcement Learning (Q-Learning and Deep Q-Learning) - Non-Machine Learning Tools (graph theory, ARIMA, linear programming) - Case Studies (a look at what data science means at companies like Amazon and Uber) Maverick holds a bachelor's degree from the College of Engineering at Cornell University in operations research and information engineering (ORIE) and a minor in computer science. He is the author of the popular Data Science Cheatsheet and Data Engineering Cheatsheet on GCP and has previous experience in data science consulting for a Fortune 500 company focusing on fraud analytics. |
| bloomberg software engineering interview: What Every Angel Investor Wants You to Know: An Insider Reveals How to Get Smart Funding for Your Billion Dollar Idea Brian Cohen, John Kador, 2013-03-26 WHAT IF YOU HAD AN ANGEL ON YOUR SIDE? Terrific advice from a master of the angel investing game. Brian Cohen reveals the art and craft of raising angel money. An investment in this book will pay off a thousandfold. -- DR. HOWARD MORGAN, founder and partner at First Round Capital When you connect with the right angel investor, it's like finding a new best friend--you just have to know what makes him or her happy. Smart funding is waiting for smart founders. Raising funds is all about connecting with the investor who's right for you--and What Every Angel Investor Wants You to Know shows you exactly how to succeed. Veteran early-stage investor Brian Cohen knows how to spot a great company destined for success, and in this groundbreaking book he offers soup-to-nuts guidance for any entrepreneur seeking to launch an invention, a product, or a great new idea into a receptive marketplace. As chairman of the board of directors of the New York Angels, Cohen is one of the most engaged angel investors out there today. The first investor in Pinterest, he describes exactly what angels want to see, hear, and feel before they take out their checkbooks: A clear exit strategy before the startup even launches Facts that turn due diligence into do diligence Authenticity--save your spinning for the fitness center Proof that you live inside the customer's head Cohen gives invaluable insight into how the most successful angels view due diligence, friends and family money, crowdfunding, team building, scalability, iteration, exit strategies--and much more. This one-of-a-kind book provides a rare look inside the minds of people who are in the business of funding businesses just like yours. Read What Every Angel Investor Wants You to Know to get your best shot at funding for your product after your very first pitch. PRAISE FOR WHAT EVERY ANGEL INVESTOR WANTS YOU TO KNOW: Brian Cohen is truly the entrepreneur's best friend. Cohen and Kador haven distilled their first-hand experiences into an intensely personal, highly readable journey into the mind of angels that should be kept at the bedside of every startup CEO. -- DAVID S. ROSE, founder, New York Angels, and CEO, Gust Meet one of the fundamental building blocks of the entrepreneurial scene. In one easy-to-read package, readers now have the wisdom of Brian Cohen, perhaps the most well-connected investor/entrepreneur in New York. -- MURAT AKTIHANOGLU, founder and managing director, Entrepreneurs Roundtable Accelerator What Every Angel Investor Wants You to Know gives you an actionable checklist for success in fund-raising and entrepreneurship. Cohen and Kador provide an exhilarating ride for those who want to pilot their own business. -- REED HOLDEN, serial entrepreneur and author of Negotiating with Backbone Personal insights from a seasoned angel investor. An important addition to the reading list for today's entrepreneurs. -- SCOTT CASE, CEO, Startup America Partnership What Every Angel Investor Wants You to Know is a must-read for entrepreneurs and investors who want to fi nance startup dreams--an accessible, jargon-free, practical primer. -- WHITNEY JOHNSON, author of Dare, Dream, Do: Remarkable Things Happen When You Dare to Dream and cofounder, Rose Park Advisors |
| bloomberg software engineering interview: How to Be a Capitalist Without Any Capital Nathan Latka, 2019-03-07 You don't need to be university educated, have money, be creative, or even have an idea to get rich. You just need to be willing to break the rules. How to be a Capitalist Without Any Capital will teach you how to be a modern opportunist - investor, entrepreneur, or side hustler - by breaking these four golden rules of the old guard: 1. Focus on one skill: Wrong. Don't cultivate one great skill to get ahead. In today's business world, success goes to the multitaskers. 2. Be unique: Wrong. The way to get rich is not by launching a new idea but by aggressively copying others and then adding your own twist. 3. Focus on one goal: Wrong. Focus instead on creating a system to produce the outcome you want, not just once, but over and over again. 4. Appeal to the masses: Wrong. The masses are broke ($4k average net worth in America?). Let others cut a trail through the jungle so you can peacefully walk in and capitalize on their hard work. By rejecting these defunct rules and following Nathan Latka's unconventional path, you can copy other people's ideas shamelessly, bootstrap a start-up with almost no funding, invest in small local businesses for huge payoffs, and reap all the benefits. |
| bloomberg software engineering interview: A Bloomberg Terminal Primer Nicola Borri, 2018 |
| bloomberg software engineering interview: Marine Tom Clancy, 1996-11-01 An in-depth look at the United States Marine Corps-in the New York Times bestselling tradition of Submarine, Armored Cav, and Fighter Wing Only the best of the best can be Marines. And only Tom Clancy can tell their story--the fascinating real-life facts more compelling than any fiction. Clancy presents a unique insider's look at the most hallowed branch of the Armed Forces, and the men and women who serve on America's front lines. Marine includes: An interview with the Commandant of the Marine Corps, General Charles Chuck Krulak The tools and technology of the Marine Expeditionary Unit The role of the Marines in the present and future world An in-depth look at recruitment and training Exclusive photographs, illustrations, and diagrams |
| bloomberg software engineering interview: GMAT Official Advanced Questions GMAC (Graduate Management Admission Council), 2019-09-24 GMAT Official Advanced Questions Your GMAT Official Prep collection of only hard GMAT questions from past exams. Bring your best on exam day by focusing on the hard GMAT questions to help improve your performance. Get 300 additional hard verbal and quantitative questions to supplement your GMAT Official Guide collection. GMAT Official Advance Questions: Specifically created for those who aspire to earn a top GMAT score and want additional prep. Expand your practice with 300 additional hard verbal and quantitative questions from past GMAT exams to help you perform at your best. Learn strategies to solve hard questions by reviewing answer explanations from subject matter experts. Organize your studying with practice questions grouped by fundamental skills Help increase your test-taking performance and confidence on exam day knowing you studied the hard GMAT questions. PLUS! Your purchase includes online resources to further your practice: Online Question Bank: Create your own practice sets online with the same questions in GMAT Official Advance Questions to focus your studying on specific fundamental skills. Mobile App: Access your Online Question Bank through the mobile app to never miss a moment of practice. Study on-the-go and sync with your other devices. Download the Online Question Bank once on your app and work offline. This product includes: print book with a unique access code and instructions to the Online Question Bank accessible via your computer and Mobile App. |
Wait... what? Bloomberg banned DuraCoat from NY in 2006.
Apr 18, 2013 · At a press conference (pdf) in June of 2006, Mayor Bloomberg had this to day about Lauer Custom Weaponry and DuraCoat paints: As part of a larger gun control package, …
Bloomberg wants our flintlocks as well. | Georgia Firearm Forums ...
Jul 30, 2009 · Bloomberg wants our flintlocks as well. Jump to Latest 1K views 14 replies 13 participants last post by DecepticonDon Aug 5, 2009
Economy May Not Be Where We Have Been Told
Aug 20, 2024 · THAT'S a pretty big adjustment . . . We won't know who is correct, however, until 2025.
bloomberg on daily show | Georgia Firearm Forums - Georgia …
Aug 27, 2010 · I'm posting from my phone so I can't embed a youtube video but bloomberg was on the daily show talking about the mosque being built and the debate around it. He says he …
Wikileaks and Julian Assange | Page 2 - Georgia Packing
Nov 11, 2010 · Moe's article is also a more in-depth look at the same issue as the Bloomberg article above. If you think there was no violence before guns, remember your size and fighting …
LEOSA and Ga Blue Cards - Georgia Packing
Apr 28, 2014 · Ok, the guys we saw at the Bloomberg rally at the Capitol last year showed up at the NRA convention guarding the MDA protesters. I am now very curious if we figured out if …
Prosecute Straw Purchase? | Georgia Firearm Forums - Georgia …
Jul 16, 2007 · In the News ... Prosecute Straw Purchase?
Read CNN . com? | Georgia Firearm Forums - Georgia Packing
Sep 29, 2024 · They are looking to put up a paywall. Nemo https://archive.is/zXBAf Coming Up Next on CNN: A Paywall CNN will begin experimenting in October with a subscription model, …
Enthusiasm by gun-ban organizations at an all-time low
Nov 8, 2024 · Everything depends on the billionaires bankrolling the organizations. No money, no enthusiasm. Right now, the money isn't returning anything on investment, so they are laying …
Computer Kill Switches | Georgia Firearm Forums - Georgia Packing
May 23, 2024 · Off Topic Lounge ... Computer Kill Switches
Wait... what? Bloomberg banned DuraCoat from NY in 2006.
Apr 18, 2013 · At a press conference (pdf) in June of 2006, Mayor Bloomberg had this to day about Lauer Custom Weaponry and DuraCoat paints: As part of a larger gun control package, …
Bloomberg wants our flintlocks as well. | Georgia Firearm Forums ...
Jul 30, 2009 · Bloomberg wants our flintlocks as well. Jump to Latest 1K views 14 replies 13 participants last post by DecepticonDon Aug 5, 2009
Economy May Not Be Where We Have Been Told
Aug 20, 2024 · THAT'S a pretty big adjustment . . . We won't know who is correct, however, until 2025.
bloomberg on daily show | Georgia Firearm Forums - Georgia …
Aug 27, 2010 · I'm posting from my phone so I can't embed a youtube video but bloomberg was on the daily show talking about the mosque being built and the debate around it. He says he …
Wikileaks and Julian Assange | Page 2 - Georgia Packing
Nov 11, 2010 · Moe's article is also a more in-depth look at the same issue as the Bloomberg article above. If you think there was no violence before guns, remember your size and fighting …
LEOSA and Ga Blue Cards - Georgia Packing
Apr 28, 2014 · Ok, the guys we saw at the Bloomberg rally at the Capitol last year showed up at the NRA convention guarding the MDA protesters. I am now very curious if we figured out if …
Prosecute Straw Purchase? | Georgia Firearm Forums - Georgia …
Jul 16, 2007 · In the News ... Prosecute Straw Purchase?
Read CNN . com? | Georgia Firearm Forums - Georgia Packing
Sep 29, 2024 · They are looking to put up a paywall. Nemo https://archive.is/zXBAf Coming Up Next on CNN: A Paywall CNN will begin experimenting in October with a subscription model, …
Enthusiasm by gun-ban organizations at an all-time low
Nov 8, 2024 · Everything depends on the billionaires bankrolling the organizations. No money, no enthusiasm. Right now, the money isn't returning anything on investment, so they are laying …
Computer Kill Switches | Georgia Firearm Forums - Georgia Packing
May 23, 2024 · Off Topic Lounge ... Computer Kill Switches
