Math Data Science

Master the core data science mathematics powering modern machine learning without drowning in dense academic proofs. Perfect for your daily commute, this accessible and empowering guide transforms abstract algorithms into intuitive concepts. Whether you are prepping for a technical interview or...

Data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. 

NEW YORK TIMES BESTSELLER A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric—with a new afterword “A manual for the twenty-first-century citizen . . . relevant and urgent.”—Financial Times NATIONAL BOOK...

A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether...

In this book, you’ll find methods and techniques to organize your data, extract the information, and analyze it. There’s a way to make sure your company is going in the right direction, and this audiobook will reveal the secret behind a successful business.

Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But...

INSTANT NEW YORK TIMES BESTSELLER “Provocative but perceptive . . . You can agree or disagree with Smil—accept or doubt his ‘just the facts’ posture—but you probably shouldn’t ignore him.”—The Washington Post An essential analysis of the modern science and technology that makes...

Data Science for Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. With a focus on business cases, the book explores topics in big data, data science, and data engineering, and how these three areas are combined to produce tremendous value. If you want to pick-up the skills you need to begin a new career or initiate a new project, listening to this book will help you understand what technologies, programming languages, and mathematical methods on which to focus. 

"There is no author whose books I look forward to more than Vaclav Smil."--Bill Gates An essential guide to understanding how numbers reveal the true state of our world--exploring a wide range of topics including energy, the environment, technology, transportation, and food production. Vaclav...

Discover How Mathematics Powers the World of AI! Are you fascinated by the science behind AI? Do you want to understand the mathematics driving today’s most innovative technologies? “How Math Shaped the AI” provides the step-by-step guidance you need to unravel the mathematical principles behind artificial intelligence and machine learning. Do you find advanced math concepts intimidating? Are you searching for a clear, approachable resource to deepen your AI knowledge? Overcome Your Struggles with AI Mathematics – We've Been There! We understand how challenging it can be to grasp ...

Brought to you by Penguin. From the UK’s ‘statistical national treasure’, a clever and data-driven guide to how we can live with risk and uncertainty We live in a world where uncertainty is inevitable. How should we deal with what we don’t know? And what role do chance, luck and...

Unlock the magic of algorithms and harness the power of mathematics to solve everyday challenges with "21st Century Alchemy: How To Utilize Math To Create Algorithms And Solve Everyday Challenges Like A Modern Day Wizard". This groundbreaking book takes you on a captivating journey through the realms of algorithmic alchemy, revealing the secrets of transforming raw data and complex problems into elegant solutions and revolutionary innovations. In a world driven by technology, algorithms have become the invisible threads that weave the fabric of our digital lives. From optimizing personal ...

From the internationally bestselling author, a revealing look at the surprising numbers that uncover the hidden forces shaping our world What do marriage, milk and the black market tell us about the state of humanity? Most people would say, not much at all. But the numbers reveal startling...

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.

If you found a rusty old lamp on the beach, and upon touching it a genie appeared and granted you three wishes, what would you wish for? If you were wishing for a successful application development effort, most likely you would wish for accurate and robust data models, comprehensive data flow diagrams, and an acute understanding of human behavior. The wish for well-designed conceptual and logical data models means the requirements are well-understood and that the design has been built with flexibility and extensibility leading to high application agility and low maintenance costs. The wish ...

At some point early in life it hits us all: the adults around us, who we assumed knew what they were doing, have no more idea than we do. Most of the time we are all making it up as we go. Even in science there are few absolute truths. And yet uncertainty makes us deeply uncomfortable. Our...

'A rare and refreshing book about the role of chance in football.' Ian Graham, author of How to Win the Premier League *** What if what we know about football isn't true? What if we praise and criticise the wrong teams? What if Real Madrid have won the Champions League too many times and Pep...

How the rich and powerful use math to exploit you, and what you can do to beat them at their own game Everything we do today is recorded as data that's sold to the highest bidder. Plugging our personal data into impersonal algorithms has made government agencies more efficient and tech companies...

In Scorecasting, University of Chicago behavioral economist Tobias Moskowitz teams up with veteran Sports Illustrated writer L. Jon Wertheim to overturn some of the most cherished truisms of sports, and reveal the hidden forces that shape how basketball, baseball, football, and hockey games are...

Brought to you by Penguin. We think we know bullshit when we hear it, but do we? A spotter's guide to bullshit in the wild from two brilliantly contrarian scientists The world is awash in bullshit, and we're drowning in it. Politicians are unconstrained by facts. Science is conducted by press...