Founded in 1926, McKinsey can lay claim to the following partial list of accomplishments: its consultants have ushered in waves of structural, financial, and technological change to the nation’s best organizations; they remapped the power structure within the White House; they even revo­lutionized business schools. In The New York Times bestseller The Firm, star financial journalist Duff McDonald shows just how, in becoming an indispensable part of decision making at the highest levels, McKinsey has done nothing less than set the course of American capitalism. But he also answers the question that’s on the mind of anyone who has ever heard the word McKinsey: Are they worth it? After all, just as McKinsey can be shown to have helped invent most of the tools of modern management, the company was also involved with a number of striking failures. Its consultants were on the scene when General Motors drove itself into the ground, and they were K-Mart’s advisers when the retailer tumbled into disarray. They played a critical role in building the bomb known as Enron. McDonald is one of the few journalists to have not only parsed the record but also penetrated the culture of McKinsey itself. His access puts him in a unique position to demonstrate when it is worth hiring these gurus—and when they’re full of smoke.

     If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.

    This revolutionary method for connecting with customers provides readers with the ultimate competitive advantage, revealing the secret for helping their customers understand the compelling benefits of using their products, ideas, or services. Building a StoryBrand does this by teaching readers the seven universal story points all humans respond to; the real reason customers make purchases; how to simplify a brand message so people understand it; and how to create the most effective messaging for websites, brochures, and social media. Whether you are the marketing director of a multibillion dollar company, the owner of a small business, a politician running for office, or the lead singer of a rock band, Building a StoryBrand will forever transform the way you talk about who you are, what you do, and the unique value you bring to your customers.

    In The Phoenix Project, Bill, an IT manager at Parts Unlimited, is tasked with a project critical to the future of the business, code named Phoenix Project. But the project is massively over budget and behind schedule. The CEO demands Bill fix the mess in ninety days or else Bill's entire department will be outsourced. In The Unicorn Project, we follow Maxine, a senior lead developer and architect, as she is exiled to the Phoenix Project, to the horror of her friends and colleagues, as punishment for contributing to a payroll outage. She tries to survive in what feels like a heartless and uncaring bureaucracy and to work within a system where no one can get anything done without endless committees, paperwork, and approvals. One day, she is approached by a ragtag bunch of misfits who say they want to overthrow the existing order, to liberate developers, to bring joy back to technology work, and to enable the business to win in a time of digital disruption. To her surprise, she finds herself drawn ever further into this movement, eventually becoming one of the leaders of the Rebellion, which puts her in the crosshairs of some familiar and very dangerous enemies. The Age of Software is here, and another mass extinction event looms--this is a story about "red shirt" developers and business leaders working together, racing against time to innovate, survive, and thrive in a time of unprecedented uncertainty...and opportunity.

    Moms in particular will welcome this trend.  A full 60% wish they had a flexible work option. But companies see advantages too in the way remote work increases their talent pool, reduces turnover, lessens their real estate footprint, and improves the ability to conduct business across multiple time zones, to name just a few advantages.  In Remote, inconoclastic authors Fried and Hansson will convince readers that letting all or part of work teams function remotely is a great idea--and they're going to show precisely how a remote work setup can be accomplished.

    A superbly practical book that explains what established businesses, public survey institutions, and new yentures have to know, have to learn, and have to do in today' s economy and marketplace.

    It would not stop there. Before long, the business had turned into a sprawling multinational conglomerate engaged in almost every conceivable aspect of criminal mayhem. Yachts carrying $100 million in cocaine. Safe houses in Hong Kong filled with gold bars. Shipments of methamphetamine from North Korea. Weapons deals with Iran. Mercenary armies in Somalia. Teams of hitmen in the Philippines. Encryption programs so advanced that the government could not break them.The man behind it all, pulling the strings from a laptop in Manila, was Paul Calder Le Roux—a reclusive programmer turned criminal genius who could only exist in the networked world of the twenty-first century, and the kind of self-made crime boss that American law enforcement had never imagined.For half a decade, DEA agents played a global game of cat-and-mouse with Le Roux as he left terror and chaos in his wake. Each time they came close, he would slip away. It would take relentless investigative work, and a shocking betrayal from within his organization, to catch him. And when he was finally caught, the story turned again, as Le Roux struck a deal to bring down his own organization and the people he had once employed.Award-winning investigative journalist Evan Ratliff spent four years piecing together this intricate puzzle, chasing LeRoux's empire and his shadowy henchmen around the world, conducting hundreds of interviews and uncovering thousands of documents. The result is a riveting, unprecedented account of a crime boss built by and for the digital age.Advance praise for The Mastermind“As directors, we spend countless hours imagining heightened plots and memorable characters that will leave a lasting impression on audiences. The true tale of obsession, genius, intrigue, and vengeance detailed in The Mastermind is as gripping and cinematic as anything we could endeavor to conjure up.”—Joe and Anthony Russo, directors of Captain America: The Winter Soldier, Captain America: Civil War, and Avengers: Infinity War“With his relentless and fearless reporting, Evan Ratliff has pried open a hidden world filled with high-tech gangsters and drug kingpins and double-crossers and stone-cold hitmen. The story is as fascinating as it is terrifying, and it is one that will hold you in its grip.”—David Grann, author of Killers of the Flower Moon“If truth is stranger than fiction, then The Mastermind is the truest book you’ll read this year. The only thing predictable about it is how quickly you’ll turn the pages.”—Noah Hawley, author of Before the Fall and creator of the TV series Fargo “This is a mesmerizing, absolutely bonkers story about a man as brilliant as he is villainous. You’ll find yourself sucked in, freaked out, and ultimately blown away by Ratliff's storytelling and tireless reporting. The Mastermind is a masterpiece.”—Nick Thompson, editor-in-chief, Wired

    Accidental Empires is the trenchant, vastly readable history of that industry, focusing as much on the astoundingly odd personalities at its core—Steve Jobs, Bill Gates, Mitch Kapor, etc. and the hacker culture they spawned as it does on the remarkable technology they created. Cringely reveals the manias and foibles of these men (they are always men) with deadpan hilarity and cogently demonstrates how their neuroses have shaped the computer business. But Cringely gives us much more than high-tech voyeurism and insider gossip. From the birth of the transistor to the mid-life crisis of the computer industry, he spins a sweeping, uniquely American saga of creativity and ego that is at once uproarious, shocking and inspiring.

    No academic analysis or bystander’s account can capture it. Now Doug Edwards, Employee Number 59, offers the first inside view of Google, giving readers a chance to fully experience the bizarre mix of camaraderie and competition at this phenomenal company. Edwards, Google’s first director of marketing and brand management, describes it as it happened. We see the first, pioneering steps of Larry Page and Sergey Brin, the company’s young, idiosyncratic partners; the evolution of the company’s famously nonhierarchical structure (where every employee finds a problem to tackle or a feature to create and works independently); the development of brand identity; the races to develop and implement each new feature; and the many ideas that never came to pass. Above all, Edwards—a former journalist who knows how to write—captures the “Google Experience,” the rollercoaster ride of being part of a company creating itself in a whole new universe. I’m Feeling Lucky captures for the first time the unique, self-invented, yet profoundly important culture of the world’s most transformative corporation.

    A rich tapestry of anecdotes, object lessons, parodies, insights, and predictions, The Cluetrain Manifesto illustrates how the Internet has radically reframed the seemingly immutable laws of business--and what business needs to know to weather the seismic aftershocks.

    While all innovators possess incredible intellect, intellect alone, she shows, does not create a breakthrough innovator. It was their personal, social, and emotional quirkiness that enabled true genius to break through--not just once but again and again. Nearly all of the innovators, for example, exhibited high levels of social detachment that enabled them to break with norms, an almost maniacal faith in their ability to overcome obstacles, and a passionate idealism that pushed them to work with intensity even in the face of criticism or failure. While these individual traits would be unlikely to work in isolation -- being unconventional without having high levels of confidence, effort, and goal directedness might, for example, result in rebellious behavior that does not lead to meaningful outcomes -- together they can fuel both the ability and drive to pursue what others deem impossible. Schilling shares the science behind the convergence of traits that increases the likelihood of success. And, as Schilling also reveals, there is much to learn about nurturing breakthrough innovation in our own lives -- in, for example, the way we run organizations, manage people, and even how we raise our children.

    Smart People Should Build Things offers a stark picture of the current culture and a revolutionary model that will redirect a generation of ambitious young people to the critical job of innovating and building new businesses.As the Founder and CEO of Venture for America, Andrew Yang places top college graduates in start-ups for two years in emerging U.S. cities to generate job growth and train the next generation of entrepreneurs. He knows firsthand how our current view of education is broken. Many college graduates aspire to finance, consulting, law school, grad school, or medical school out of a vague desire for additional status and progress rather than from a genuine passion or fit.In Smart People Should Build Things, this self-described “recovering lawyer” and entrepreneur weaves together a compelling narrative of success stories (including his own), offering observations about the flow of talent in the United States and explanations of why current trends are leading to economic distress and cultural decline. He also presents recommendations for both policy makers and job seekers to make entrepreneurship more realistic and achievable.

    Jill Lepore, best-selling author of These Truths, came across the company’s papers in MIT’s archives and set out to tell this forgotten history, the long-lost backstory to the methods, and the arrogance, of Silicon Valley.Founded in 1959 by some of the nation’s leading social scientists—“the best and the brightest, fatally brilliant, Icaruses with wings of feathers and wax, flying to the sun”—Simulmatics proposed to predict and manipulate the future by way of the computer simulation of human behavior. In summers, with their wives and children in tow, the company’s scientists met on the beach in Long Island under a geodesic, honeycombed dome, where they built a “People Machine” that aimed to model everything from buying a dishwasher to counterinsurgency to casting a vote. Deploying their “People Machine” from New York, Washington, Cambridge, and even Saigon, Simulmatics’ clients included the John F. Kennedy presidential campaign, the New York Times, the Department of Defense, and dozens of major manufacturers: Simulmatics had a hand in everything from political races to the Vietnam War to the Johnson administration’s ill-fated attempt to predict race riots. The company’s collapse was almost as rapid as its ascent, a collapse that involved failed marriages, a suspicious death, and bankruptcy. Exposed for false claims, and even accused of war crimes, it closed its doors in 1970 and all but vanished. Until Lepore came across the records of its remains.The scientists of Simulmatics believed they had invented “the A-bomb of the social sciences.” They did not predict that it would take decades to detonate, like a long-buried grenade. But, in the early years of the twenty-first century, that bomb did detonate, creating a world in which corporations collect data and model behavior and target messages about the most ordinary of decisions, leaving people all over the world, long before the global pandemic, crushed by feelings of helplessness. This history has a past; If Then is its cautionary tale.

    A forward-thinking manifesto from three Stanford professors—experts who have worked at ground zero of the tech revolution for decades—which reveals how big tech’s obsession with optimization and efficiency has sacrificed fundamental human values and outlines steps we can take to change course, renew our democracy, and save ourselves.

    Showing how salesforce.com not only survived the dotcom implosion of 2001, but went on to define itself as the leader of the cloud computing revolution and spark a $46-billion dollar industry, Benioff's story will help business leaders and entrepreneurs stand out, innovate better, and grow faster in any economic climate. In Behind the Cloud, Benioff shares the strategies that have inspired employees, turned customers into evangelists, leveraged an ecosystem of partners, and allowed innovation to flourish.