Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.

Artificial intelligence is no longer the stuff of science fiction—it's a tangible, transformative force reshaping industries and redefining business success. Yet for many business leaders, the journey from curiosity to AI implementation can be daunting. Where do you start? How do you navigate the technical jargon and hype? And, most importantly, how can you leverage AI to boost profits, streamline operations and gain a competitive edge?

We're at an inflection point in data, where our data management solutions no longer match the complexity of organizations, the proliferation of data sources, and the scope of our aspirations to get value from data with AI and analytics. In this practical book, Zhamak Dehghani introduces data mesh, a decentralized sociotechnical paradigm drawn from modern distributed architecture that provides a new approach to sourcing, sharing, accessing, and managing analytical data at scale.

Becoming a Data Head is a complete guide for data science in the workplace: covering everything from the personalities you’ll work with to the math behind the algorithms. The authors have spent years in data trenches and sought to create a fun, approachable, and eminently bingeable book. Anyone can become a Data Head—an active participant in data science, statistics, and machine learning. Whether you're a business professional, engineer, executive, or aspiring data scientist, this book is for you.

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory but made accessible through numerous real-world examples - ready for immediate application to your next graph or presentation.

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.

Many companies are stuck with digital transformations that are not moving the needle. There are no quick fixes but there is a playbook. The answer is in rewiring your business so hundreds, thousands, of teams can harness technology to continuously create great customer experiences, lower unit costs, and generate value. It's the capabilities of the organization that win the race. McKinsey Digital's top leaders Eric Lamarre, Kate Smaje, and Rodney W. Zemmel provide proven how-to details on what it takes in six comprehensive sections.

As it absorbs data, gains agency, and intermediates between humans and reality, AI will help us to address enormous crises, from climate change to geopolitical conflicts to income inequality. It might well solve some of the greatest mysteries of our universe, revolutionize fields as diverse as medicine and architecture, and elevate the human spirit to unimaginable heights. But it will also pose challenges on a scale and of an intensity that we have never seen.

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.

Confused about AI and worried about what it means for your future and the future of the world? You’re not alone. AI is everywhere—and few things are surrounded by so much hype, misinformation, and misunderstanding. In AI Snake Oil, computer scientists Arvind Narayanan and Sayash Kapoor cut through the confusion to give you an essential understanding of how AI works, why it often doesn’t, where it might be useful or harmful, and when you should suspect that companies are using AI hype to sell AI snake oil—products that don’t work, and probably never will.

The difference between growing your business and going out of business is your ability to think strategically. The problem is, most leaders are stuck in the operational weeds, struggling to find the time to make better strategic decisions. This challenge is only heightened by the rise of AI. While you know AI is the future, current demands leave you with no time to explore its benefits. Meanwhile, your competition is gaining an edge by integrating AI. The time to act is now.

How do I stand out? How do I become irreplaceable? With a crowded workforce, an unstable job landscape, and the rise of AI, these questions are the ones that everyone either is or should be asking. William Vanderbloemen has asked these questions over the past 15 years while running one of the world’s top executive search firms. Through extensive research of over 30,000 top leaders and proprietary data, Vanderbloemen has identified the 12 habits that the best of the best have in common. Traits such as authenticity, responsiveness, agility, and the ability to problem solve, among others.

A timely investigation of the causes of technological and scientific stagnation, and a radical blueprint for accelerating innovation. From the Moon landing to the dawning of the atomic age, the decades prior to the 1970s were characterized by the routine invention of transformative technologies at breakneck speed. By comparison, ours is an age of stagnation. Median wage growth has slowed, inequality and income concentration are on the rise, and scientific research has become increasingly expensive and incremental.

In Reset, Heath explores a framework for getting unstuck and making the changes that matter. The secret is to find “leverage points”: places where a little bit of effort can yield a disproportionate return. Then, we can thoughtfully rearrange our resources to push on those points.

Buy as many lattes as you want. Spend extravagantly on the things you love. Live your rich life instead of tracking every last expense with Ramit Sethi’s simple, powerful, and effective six-week program for gaining control over your finances. This isn’t typical advice from a money expert. In this completely updated second edition, Ramit teaches you how to choose long-term investments and the right bank accounts. With his characteristic no-BS perspective, he shows how to squeeze every hidden benefit out of your credit cards.

By cutting out the noise and providing a clear and proven plan, this road map helps even brand-new entrepreneurs make decisions quickly, get their product up for sale, and launch it to a crowd that is ready and waiting to buy. This one-year plan will guide you through the three stages to your first $1 million: the Grind (months 0-4), the Growth (months 5-8), and the Gold (months 9-12). If your goal is to be a full-time entrepreneur, get ready for one chaotic, stressful, and rewarding year. If you have the guts to complete it, you will be the proud owner of a million-dollar business.

This book grew out of a series of letters to my daughter concerning various things - mostly about money and investing - she was not yet quite ready to hear. Since money is the single most powerful tool we have for navigating this complex world we've created, understanding it is critical.

This classic expose of the Fed has become one of the best-selling books in its category of all time. Where does money come from? Where does it go? Who makes it? The money magician's secrets are unveiled. Here is a close look at their mirrors and smoke machines, the pulleys, cogs, and wheels that create the grand illusion called money. A boring subject? Just wait. You'll be hooked in five minutes. It reads like a detective story - which it really is, but it's all true.

El autor estaba en bancarrota, en solo dos años y medio se convirtió en millonario y construyó una de las más grandes firmas de consultoría para el éxito. Con sus enseñanzas ha tocado la vida de millones de personas. Este audiolibro te enseña a observar como piensas. Es un reto a tus ideas que te limitan, a los razonamientos que no te apoyan y a tus acciones con respecto al dinero.

Since you were old enough to hold a job, you've been hoodwinked to believe that wealth can be created by blindly trusting in the uncontrollable and unpredictable markets: the housing market, the stock market, and the job market. I call this soul-sucking, dream-stealing dogma "The Slowlane" - an impotent financial gamble that dubiously promises wealth in a wheelchair. For those who don't want a lifetime subscription to "settle-for-less", there is an alternative.

Plan Like a Millionaire is part of a riveting three-part series, and it's all about elevating your game and setting goals like a seven-figure earner. In this wealth-inspiring listening journey, Rachel reveals the secrets of how to set goals, manage time wisely, build essential support systems, break free from financial constraints, and make savvy money decisions.

To build a successful business, you need to stop doing random acts of marketing and start following a reliable plan for rapid business growth. Traditionally, creating a marketing plan has been a difficult and time-consuming process, which is why it often doesn’t get done.

Howard Marks, the chairman and cofounder of Oaktree Capital Management, is renowned for his insightful assessments of market opportunity and risk. After four decades spent ascending to the top of the investment management profession, he is today sought out by the world's leading value investors, and his client memos brim with insightful commentary and a time-tested, fundamental philosophy. The Most Important Thing explains the keys to successful investment and the pitfalls that can destroy capital or ruin a career.

Ankur Warikoo is an entrepreneur and content creator whose deep, witty, and brutally honest thoughts on success and failure, money and investing, self-awareness and personal relationships have made him one of India’s top personal brands. In his first book, Ankur puts together the key ideas that have fuelled his journey—one that began with him wanting to be a space engineer and ended with him creating content that has been seen and read and heard by millions. His thoughts range from the importance of creating habits for long-term success to the foundations of money management.

The practical handbook for understanding and winning in the post-COVID digital age and becoming a 21st century leader.

Becoming a Data Head is a complete guide for data science in the workplace: covering everything from the personalities you’ll work with to the math behind the algorithms. The authors have spent years in data trenches and sought to create a fun, approachable, and eminently bingeable book. Anyone can become a Data Head—an active participant in data science, statistics, and machine learning. Whether you're a business professional, engineer, executive, or aspiring data scientist, this book is for you.

Something new entered our world in November 2022—the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI.

Achieve unparalleled business growth with AI, even if you’ve never delved into its intricacies before! Are you striving to unlock the true potential of your business through AI but feel overwhelmed by technology gaps or ethical concerns? Do you worry about high implementation costs, or integrating AI with outdated system? Or perhaps you've already dipped your toes into AI, only to find yourself inundated with technical jargon and strategies that are difficult to implement.

Unlock the transformative potential of generative AI for your enterprise with "Understanding Generative AI for Business Leaders." This indispensable guide simplifies the complex world of AI, offering a beginner-friendly introduction and practical strategies for effective and ethical integration.

Within the next five years, Jeremy Kahn predicts, AI will disrupt almost every industry and enterprise, with vastly increased efficiency and productivity. It will restructure the workforce, making AI copilots a must for every knowledge worker. It will compel us to reimagine how we make art, compose music, and write and publish books. The potential of generative AI to extend our skills, talents, and creativity as humans is undeniably exciting and promising. But while this new technology has a bright future, it also casts a dark and fearful shadow.

The difference between growing your business and going out of business is your ability to think strategically. The problem is, most leaders are stuck in the operational weeds, struggling to find the time to make better strategic decisions. This challenge is only heightened by the rise of AI. While you know AI is the future, current demands leave you with no time to explore its benefits. Meanwhile, your competition is gaining an edge by integrating AI. The time to act is now.

AI will be the defining development of the 21st century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand-new forms of communication and entertainment. In liberating us from routine work, however, AI will also challenge the organizing principles of our economic and social order.

In this updated and expanded edition of Human + Machine—including a new chapter on gen AI—Daugherty and Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization, whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly—or completely reimagine them.

Every day, it seems like there’s a new AI tool on the market and a new, complicated way to use it. But what if you could use AI to make your life easier without the complications? In AI for Life, AI expert and creator of @SmartWorkAI offers over 100 ideas and ready-to-use prompts to get AI beginners started using the technology to actually improve their lives.

Generative AI is our future, and with this action-filled guidebook, you can lift your organization to the next level.

Are you new to Artificial Intelligence and looking for a simple, clear introduction? Generative Artificial Intelligence for Beginners is the perfect starting point for anyone who wants to understand AI without feeling overwhelmed. This beginner-friendly guide breaks down complex concepts into easy-to-follow steps, giving you the confidence to dive into AI and use its incredible tools in no time.

With artificial intelligence on the rise, the way we run our organisations will change - and drastically. But what exactly will that future look like? And who will take the leading role: Machines or people? In this compelling new audiobook, leading management guru David De Cremer identifies the key areas where algorithms will collide with human skills, and assesses the likely outcomes. The author presents fascinating insights into the challenges that an automated work environment poses for organisations of the future.

Today we think statistics are the enemy, numbers used to mislead and confuse us. That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics - we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us”.

No data is completely safe. Cyberattacks on companies and individuals are on the rise and growing not only in number but also in ferocity. And while you may think your company has taken all the precautionary steps to prevent an attack, no individual, company, or country is safe. Cybersecurity can no longer be left exclusively to IT specialists. Improving and increasing data security practices and identifying suspicious activity is everyone's responsibility, from the boardroom to the break room.