Predictive Analytics

Everyone would benefit from seeing further into the future, whether buying stocks, crafting policy, launching a new product, or simply planning the week's meals. Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts' predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight.

The best-selling author of Big Data is back, this time with a unique and in-depth insight into how specific companies use big data. Big data is on the tip of everyone's tongue. Everyone understands its power and importance, but many fail to grasp the actionable steps and resources required to utilise it effectively. This book fills the knowledge gap by showing how major companies are using big data every day, from an up-close, on-the-ground perspective.

In his provocative new book, Dr. Kai-Fu Lee - one of the world’s most respected experts on artificial intelligence - reveals that China has suddenly caught up to the US, the leader in AI, at an astonishingly rapid pace. Building upon his longstanding US-Sino technology career (working at Apple, Microsoft, and Google) and his much-heralded New York Times Op-Ed from June 2017, Dr. Lee predicts that Chinese and American AI will have a stunning impact on not just traditional blue-collar industries but will also have a devastating effect on white-collar professions.

As a species, we have an extraordinary ability to create works of art that elevate, expand and transform what it means to be human. The novels of Henry James can communicate the inner world of one human being to another. The music of Wagner or Schubert takes us on an emotional roller-coaster ride as we give ourselves up to their sublime sounds. These are the expressions of what Marcus du Sautoy calls ‘the creativity code’. 

The Age of Surveillance Capitalism is neither a hand-wringing narrative of danger and decline nor a digital fairy tale. Rather, it offers a deeply reasoned and evocative examination of the contests over the next chapter of capitalism that will decide the meaning of information civilization in the 21st century. The stark issue at hand is whether we will be the masters of information and machines or its slaves.  

Silicon Valley is renowned for its striking number of businesses which have grown from garage start-ups into global giants - Apple, Cisco, Google, HP and Intel, to name a few. But what is the secret to their outstanding success? Hoffman and Yeh explain that it’s simple: they’ve learnt how to blitzscale. Featuring case studies from numerous prominent tech businesses such as AirBnB and WeChat, this book offers a specific set of practices for catalysing and managing dizzying growth in burgeoning start-ups. 

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you'll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.

In our age of accelerating progress in so many fields, it’s easy to lose sight of the underlying innovation that makes the data analytics revolution possible. These 24 lectures introduce you to the key concepts, methods, and accomplishments of this versatile approach to problem solving. You need no expertise in mathematics to follow this exciting story. Tim Chartier, professor of mathematics and computer science, explains the basic computational techniques used in data analytics, but his focus is on how these ideas are applied and the amazing results they achieve. 

The founder and executive chairman of the World Economic Forum on how the impending technological revolution will change our lives. We are on the brink of the Fourth Industrial Revolution. And this one will be unlike any other in human history. Characterized by new technologies fusing the physical, digital and biological worlds, the Fourth Industrial Revolution will impact all disciplines, economies and industries - and it will do so at an unprecedented rate.

The Sunday Times number-one best seller. How people succeed and how you can, too. Alastair Campbell knows all about winning. As Tony Blair’s chief spokesman and strategist, he helped guide the Labour Party to victory in three successive general elections, and he’s fascinated by what it takes to win. How do sports stars excel, entrepreneurs thrive, or individuals achieve their ambitions? Is their ability to win innate? Or is the winning mind-set something we can all develop?

Penguin Audio presents Life 3.0 by Max Tegmark, read by Rob Shapiro. We stand at the beginning of a new era. What was once science fiction is fast becoming reality, as AI transforms war, crime, justice, jobs and society - and even our very sense of what it means to be human. More than any other technology, AI has the potential to revolutionise our collective future - and there's nobody better situated to explore that future than Max Tegmark, an MIT professor and cofounder of the Future of Life Institute, whose work has helped mainstream research on how to keep AI beneficial.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

In every industry, there are companies that take off. They effortlessly hire talented people, attract loyal customers, create cool products, and make lots of money. Sadly, most companies don't perform this way. Most entrepreneurs aren't building anything of value. They work hard, make sacrifices, struggle, dream, plan, and strive, but in the end, it doesn't pay off. 24 Assets provides a method for building a business that becomes a valuable asset. It focuses you on transforming your organization into something scalable, digital, fun, and impactful.

How do today's most successful tech companies - Amazon, Google, Facebook, Netflix, Tesla - design, develop, and deploy the products that have earned the love of literally billions of people around the world? Perhaps surprisingly, they do it very differently from the vast majority of tech companies. In Inspired, technology product management thought leader Marty Cagan provides listeners with a master class in how to structure and staff a vibrant and successful product organization and how to discover and deliver technology products that your customers will love.