Introduction to Probability


Book Description

An intuitive, yet precise introduction to probability theory, stochastic processes, statistical inference, and probabilistic models used in science, engineering, economics, and related fields. This is the currently used textbook for an introductory probability course at the Massachusetts Institute of Technology, attended by a large number of undergraduate and graduate students, and for a leading online class on the subject. The book covers the fundamentals of probability theory (probabilistic models, discrete and continuous random variables, multiple random variables, and limit theorems), which are typically part of a first course on the subject. It also contains a number of more advanced topics, including transforms, sums of random variables, a fairly detailed introduction to Bernoulli, Poisson, and Markov processes, Bayesian inference, and an introduction to classical statistics. The book strikes a balance between simplicity in exposition and sophistication in analytical reasoning. Some of the more mathematically rigorous analysis is explained intuitively in the main text, and then developed in detail (at the level of advanced calculus) in the numerous solved theoretical problems.




To Die for the People


Book Description

A fascinating, first-person account of a historic era in the struggle for black empowerment in America. Long an iconic figure for radicals, Huey Newton is now being discovered by those interested in the history of America's social movements. Was he a gifted leader of his people or a dangerous outlaw? Were the Black Panthers heroes or terrorists? Whether Newton and the Panthers are remembered in a positive or a negative light, no one questions Newton's status as one of America's most important revolutionaries. To Die for the People is a recently issued classic collection of his writings and speeches, tracing the development of Newton's personal and political thinking, as well as the radical changes that took place in the formative years of the Black Panther Party. With a rare and persuasive honesty, To Die for the People records the Party's internal struggles, rivalries and contradictions, and the result is a fascinating look back at a young revolutionary group determined to find ways to deal with the injustice it saw in American society. And, as a new foreword by Elaine Brown makes eminently clear, Newton's prescience and foresight make these documents strikingly pertinent today. Huey Newton was the founder, leader and chief theoretician of the Black Panther Party, and one of America’s most dynamic and important revolutionary philosophers. "Huey P. Newton's To Die for the People represents one of the most important analyses of the politics of race, black radicalism, and democracy written during the civil rights-Black Power era. It remains a crucial and indispensible text in our contemporary efforts to understand the continuous legacy of social movements of the 1960s and 1970s." —Peniel Joseph, author of Waiting Til the Midnight Hour: A Narrative History of Black Power in America "Huey P. Newton's name, and more importantly, his history of resistance and struggle, is little more than a mystery for many younger people. The name of a third-rate rapper is more familiar to the average Black youth, and that's hardly surprising, for the public school system is invested in ignorance, and Huey P. Newton was a rebel — and more, a Black Revolutionary . . . who gave his best to the Black Freedom movement; who inspired millions of others to stand." —Mumia Abu Jamal, political prisoner and author of Jailhouse Lawyers "Newton's ability to see theoretically, beyond most individuals of his time, is part of his genius. The opportunity to recognize that genius and see its applicability to our own times is what is most significant about this new edition." —Robert Stanley Oden, former Panther, Professor of Government, California State University, Sacramento




Get Your Dream Job


Book Description

An interview is a turning point in the life of a candidate who has spent years in academic education. Failing in an interview can not only deprive a candidate of the job opportunity but also can reduce the confidence. Similarly clearing an interview can open a new world of opportunity and help develop self-confidence.As in any aspect in life, one who is well prepared has an advantage over those who have not. In order to prepare a candidate a first time job applicant or someone who is planning to change a job Get Your Dream Job presents a scientific step-by- step approach to prepare for an interview. Some highlights: How to Prepare for an Interview Dressing for Success in Interview 2 Secrets that Determine 93% of Interview Success Secrets of a Successful Telephonic Interview Most Common and Tricky Interview Questions and Their Answers Job Interview Blunders and How to Avoid Them What to do 24 Hours Before the Interview How to Follow-up After the Interview Interview Success Stories.




The Senate Intelligence Committee Report on Torture (Academic Edition)


Book Description

The study edition of book the Los Angeles Times called, "The most extensive review of U.S. intelligence-gathering tactics in generations." This is the complete Executive Summary of the Senate Intelligence Committee's investigation into the CIA's interrogation and detention programs -- a.k.a., The Torture Report. Based on over six million pages of secret CIA documents, the report details a covert program of secret prisons, prisoner deaths, interrogation practices, and cooperation with other foreign and domestic agencies, as well as the CIA's efforts to hide the details of the program from the White House, the Department of Justice, the Congress, and the American people. Over five years in the making, it is presented here exactly as redacted and released by the United States government on December 9, 2014, with an introduction by Daniel J. Jones, who led the Senate investigation. This special edition includes: • Large, easy-to-read format. • Almost 3,000 notes formatted as footnotes, exactly as they appeared in the original report. This allows readers to see obscured or clarifying details as they read the main text. • An introduction by Senate staffer Daniel J. Jones who led the investigation and wrote the report for the Senate Intelligence Committee, and a forward by the head of that committee, Senator Dianne Feinstein.




How to Become a Recruiter in Japan


Book Description

Everything You Need to Know about Working in Recruitment in Japan: Whether it's your first job in Japan or you're considering a career transition, working in the recruitment industry can be extremely rewarding, fun and lucrative. This guide will walk you through the ins and outs of the Japanese recruitment landscape, provide actionable tips, and set you up for success throughout the entire interview process. Why Recruitment? In 2013 there were over 3,000 registered recruitment agencies in Japan. Five years later, the number has more than doubled to over 7,000 firms. There is a severe labor shortage in Japan, an increase in foreign investment, and a growing need for high quality recruiters. Since many of the recruitment agencies work with international companies, it's a job that you can do with relatively little to no Japanese language ability. What You'll Learn: This eBook covers everything from submitting your resume, choosing the culture that bests fits your, exclusive interview tips, and negotiating your own salary. What type of recruitment agency is right for you In-depth review of recruitment business models/styles How to ace role-play interviews and answer trick questions Dozens of great questions you can ask interviewers Biggest mistakes to avoid and overcoming the perception of being a "flyjin" Salary structures, perks, and how to negotiate favorable terms And that's not all...I've also compiled a list of tools, resources, websites, and books that will help you along the way. Who should read this book? Entry level/new graduates: Get the low down on the recruitment industry in Japan to decide whether it's the right move for you Step by step instructions to tailor your resume for recruitment Hear from recruiters who joined the industry right out of college Ex-English teachers: Featuring interviews with teachers who successfully made the transition into a new industry. Learn how to spot the "bad" recruitment firms Scripts for interview role-plays and salary negotiation Mid-level/senior professionals: Actionable advice for anyone looking to move into recruitment in Japan Extra salary negotiation tactics, contract types to consider and tax-savings tips And much more! Featuring Advice from Experts in the Industry: Romen Barua: Serial Entrepreneur. Ex-recruiter covering e-commerce, travel and blockchain-based talent solutions, 8+years recruitment in Japan Matthew Marzi: Recruiter at Booking.com Japan. Previously worked with Netflix, Spotify, and Facebook. Jared Campion: Co-founder at GetUp Japan, Employer Branding, 8+ years Japan recruitment experience. Anthony Beasely: Career doctor/manager @ Pac Recruitment covering IT/Web. 15+ years as an executive-recruiter, Japan-based covering APAC.




Official Google Cloud Certified Professional Cloud Architect Study Guide


Book Description

Sybex's proven Study Guide format teaches Google Cloud Architect job skills and prepares you for this important new Cloud exam. The Google Cloud Certified Professional Cloud Architect Study Guide is the essential resource for anyone preparing for this highly sought-after, professional-level certification. Clear and accurate chapters cover 100% of exam objectives—helping you gain the knowledge and confidence to succeed on exam day. A pre-book assessment quiz helps you evaluate your skills, while chapter review questions emphasize critical points of learning. Detailed explanations of crucial topics include analyzing and defining technical and business processes, migration planning, and designing storage systems, networks, and compute resources. Written by Dan Sullivan—a well-known author and software architect specializing in analytics, machine learning, and cloud computing—this invaluable study guide includes access to the Sybex interactive online learning environment, which includes complete practice tests, electronic flash cards, a searchable glossary, and more. Providing services suitable for a wide range of applications, particularly in high-growth areas of analytics and machine learning, Google Cloud is rapidly gaining market share in the cloud computing world. Organizations are seeking certified IT professionals with the ability to deploy and operate infrastructure, services, and networks in the Google Cloud. Take your career to the next level by validating your skills and earning certification. Design and plan cloud solution architecture Manage and provision cloud infrastructure Ensure legal compliance and security standards Understand options for implementing hybrid clouds Develop solutions that meet reliability, business, and technical requirements The Google Cloud Certified Professional Cloud Architect Study Guide is a must-have for IT professionals preparing for certification to deploy and manage Google cloud services.




System Design Interview - An Insider's Guide


Book Description

The system design interview is considered to be the most complex and most difficult technical job interview by many. Those questions are intimidating, but don't worry. It's just that nobody has taken the time to prepare you systematically. We take the time. We go slow. We draw lots of diagrams and use lots of examples. You'll learn step-by-step, one question at a time.Don't miss out.What's inside?- An insider's take on what interviewers really look for and why.- A 4-step framework for solving any system design interview question.- 16 real system design interview questions with detailed solutions.- 188 diagrams to visually explain how different systems work.




World Development Report 1994


Book Description

World Development Report 1994 examines the link between infrastructure and development and explores ways in which developing countries can improve both the provision and the quality of infrastructure services. In recent decades, developing countries have made substantial investments in infrastructure, achieving dramatic gains for households and producers by expanding their access to services such as safe water, sanitation, electric power, telecommunications, and transport. Even more infrastructure investment and expansion are needed in order to extend the reach of services - especially to people living in rural areas and to the poor. But as this report shows, the quantity of investment cannot be the exclusive focus of policy. Improving the quality of infrastructure service also is vital. Both quantity and quality improvements are essential to modernize and diversify production, help countries compete internationally, and accommodate rapid urbanization. The report identifies the basic cause of poor past performance as inadequate institutional incentives for improving the provision of infrastructure. To promote more efficient and responsive service delivery, incentives need to be changed through commercial management, competition, and user involvement. Several trends are helping to improve the performance of infrastructure. First, innovation in technology and in the regulatory management of markets makes more diversity possible in the supply of services. Second, an evaluation of the role of government is leading to a shift from direct government provision of services to increasing private sector provision and recent experience in many countries with public-private partnerships is highlighting new ways to increase efficiency and expand services. Third, increased concern about social and environmental sustainability has heightened public interest in infrastructure design and performance.







OCA Java SE 8 Programmer I Certification Guide


Book Description

Summary OCA Java SE 8 Programmer I Certification Guide prepares you for the 1Z0-808 with complete coverage of the exam. You'll explore important Java topics as you systematically learn what's required to successfully pass the test. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book To earn the OCA Java SE 8 Programmer I Certification, you have to know your Java inside and out, and to pass the exam you need to understand the test itself. This book cracks open the questions, exercises, and expectations you'll face on the OCA exam so you'll be ready and confident on test day. OCA Java SE 8 Programmer I Certification Guide prepares Java developers for the 1Z0-808 with thorough coverage of Java topics typically found on the exam. Each chapter starts with a list of exam objectives mapped to section numbers, followed by sample questions and exercises that reinforce key concepts. You'll learn techniques and concepts in multiple ways, including memorable analogies, diagrams, flowcharts, and lots of well-commented code. You'll also get the scoop on common exam mistakes and ways to avoid traps and pitfalls. What's Inside Covers all exam topics Hands-on coding exercises Flowcharts, UML diagrams, and other visual aids How to avoid built-in traps and pitfalls Complete coverage of the OCA Java SE 8 Programmer I exam (1Z0-808) About the Reader Written for developers with a working knowledge of Java who want to earn the OCA Java SE 8 Programmer I Certification. About the Author Mala Gupta is a Java coach and trainer who holds multiple Java certifications. Since 2006 she has been actively supporting Java certification as a path to career advancement. Table of Contents Introduction Java basics Working with Java data types Methods and encapsulation Selected classes from the Java API and arrays Flow control Working with inheritance Exception handling Full mock exam