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** The concise guide to Artificial Intelligence for business people and commercially oriented data scientists ** We’re living through a revolution. Artificial Intelligence is changing how we operate in the world and how smooth certain processes are. Just think about going on holidays. Multiple services allow you to find the most convenient flights and best hotels, you get personalized suggestions on what you might want to see, you go to the airport via one of the ride-sharing apps. At each of these steps, some AI algorithms are at work for your convenience. With this book, you'll learn everything from what is Artificial Intelligence, to how AI influences our economy and society. We'll talk through trends in Machine Learning and commercial applications of Artificial Intelligence. Table of Contents: Introduction Why Artificial Intelligence Practical AI and how it is done Powering Enterprises with AI Boosting Startups with Artificial Intelligence One person enhanced with AI Trends in Artificial Intelligence AI in retail Manufacturing Logistics Robotics and Autonomous Vehicles Robotic Process Automation Image generation Text generation and Chatbots AI-powered education AI in Healthcare Cybersecurity powered by AI Climate Change Games and Reinforcement Learning Hardware and beyond Machine Learning Trends AI, Politics and Society Future of Artificial Intelligence
"Become Your Own Boss is a must-read if you're thinking of launching a business of your own." --Jean Chatzky, bestselling author of Money 911 and Financial Editor, NBC Today Create a successful business this year! Written by America's #1 Small Business Expert, this essential handbook shows you how to launch your own business in just twelve months. Using her years of experience in business development, Melinda Emerson guides you through the process with step-by-step instructions for developing an effective marketing plan, setting a budget, and maintaining your business once it's up and running. She also offers brand-new strategies for obtaining financing through means like crowdsourcing as well as social media techniques that help build your business--all of which has been updated for today's market. With Emerson's expert business advice, you will finally follow your dreams and become your own boss!
The nuts-and-bolts for building your own online business and making it succeed Is there a fortune in your future? Start your own online business and see what happens. Whether you're adding an online component to your current bricks-and-mortar or hoping to strike it rich with your own online startup, the sixth edition of this popular and practical guide can help. Find out how to identify a market need, handle promotion, choose Web hosting services, set up strong security, pop up prominently in search engine rankings, and more. The book explores the hottest business phenomenon today—social media marketing—with full coverage of Twitter, Facebook, blogs, and other technologies that are now firmly part of the online business landscape. Dives into all aspects of starting and establishing an online business, including the very latest big trends Highlights business issues that are of particular concern to online businesses Reveals how to identify a market need, handle promotion, choose Web hosting services, set up strong security, pop up prominently in search engine rankings, and more Covers the hottest social media marketing opportunities, including Twitter, Facebook, YouTube, and blogs Shows you specific types and examples of successful online businesses Provides the latest on B2B Web site suppliers, such as AliBaba.com Build a better online business from the ground up, starting with Starting an Online Business For Dummies, 6th Edition!
This book is designed to identify some of the current applications and techniques of artificial intelligence as an aid to solving problems and accomplishing tasks. It provides a general introduction to the various branches of AI which include formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic, etc. The book has been structured into five parts with an emphasis on expert systems: problems and state space search, knowledge engineering, neural networks, fuzzy logic, and Prolog. Features: Introduces the various branches of AI which include formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic, etc. Includes a separate chapter on Prolog to introduce basic programming techniques in AI
The bestselling author of The Millionaire Next Door reveals easy ways to build real wealth With well over two million of his books sold, and huge praise from many media outlets, Dr. Thomas J. Stanley is a recognized and highly respected authority on how the wealthy act and think. Now, in Stop Acting Rich ? and Start Living Like a Millionaire, he details how the less affluent have fallen into the elite luxury brand trap that keeps them from acquiring wealth and details how to get out of it by emulating the working rich as opposed to the super elite. Puts wealth in perspective and shows you how to live rich without spending more Details why we spend lavishly and how to stop this destructive cycle Discusses how being "rich" means more than just big houses and luxury cars A defensive strategy for tough times, Stop Acting Rich shows readers how to live a rich, happy life through accumulating more wealth and using it to achieve the type of financial freedom that will create true happiness and fulfillment.
This is the road map to a seven-figure business . . . in one year or less The word "entrepreneur" is today's favorite buzzword, and any aspiring business owner has likely encountered an overwhelming number of so-called "easy paths to success." The truth is that building a real, profitable, sustainable business requires thousands of hours of commitment, grit, and hard work. It's no wonder why more than half of new businesses close within six years of opening, and fewer than 5 percent will ever earn more than $1 million annually. 12 Months to $1 Million condenses the startup phase into one fast-paced year that has helped hundreds of new entrepreneurs hit the million-dollar level by using an exclusive and foolproof formula. By cutting out the noise and providing a clear and proven plan, this roadmap 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): This step-by-step plan will help you identify a winning product idea, target customers that are guaranteed to buy, secure funding, and take your first sale within your first four months. • The Growth (Months 5 - 8): Once you're in business, you will discover how to use cheap and effective advertising strategies to get your product to at least 25 sales per day, so you can prove you have a profitable business. • The Gold (Months 9-12): It's time to establish series of products available for sale, until you are averaging at least 100 sales per day, getting you closer to the million-dollar mark every single day. Through his training sessions at Capitalism.com, Ryan Daniel Moran has helped new and experienced entrepreneurs launch scalable and sustainable online businesses. He's seen more than 100 entrepreneurs cross the seven-figure barrier, many of whom go on to sell their businesses. 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 and be in a position to call your own shots for life.
If You Can't Wholesale After This is a step by step guide to closing your first real estate deal without needing any of your own money or credit. It's the first book in the "I've Got Nothing For You.." series. This series of books aims to guide you through the process of becoming financially free through real estate investing. If You Can't Wholesale After This was written for people who are fed up with the traditional "rat race" style of living and want to create a new way of living no matter if you have ever been involved in real estate or have any money of your own. This book will guide your mind and actions to building massive wealth step by step. Todd himself completed his first deal with only $11 in his checking account. He believes that anyone can build financial freedom by changing their mindsets and improving their daily habits. This book will change the way that you think about money and the way you think about the opportunity surrounding you each and every day. This book will inspire you to begin your own real estate business and provide a living for your family that you only dreamed of previously.
Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments
“Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.
Most startups fail. But many of those failures are preventable. The Lean Startup is a new approach being adopted across the globe, changing the way companies are built and new products are launched. Eric Ries defines a startup as an organization dedicated to creating something new under conditions of extreme uncertainty. This is just as true for one person in a garage or a group of seasoned professionals in a Fortune 500 boardroom. What they have in common is a mission to penetrate that fog of uncertainty to discover a successful path to a sustainable business. The Lean Startup approach fosters companies that are both more capital efficient and that leverage human creativity more effectively. Inspired by lessons from lean manufacturing, it relies on “validated learning,” rapid scientific experimentation, as well as a number of counter-intuitive practices that shorten product development cycles, measure actual progress without resorting to vanity metrics, and learn what customers really want. It enables a company to shift directions with agility, altering plans inch by inch, minute by minute. Rather than wasting time creating elaborate business plans, The Lean Startup offers entrepreneurs—in companies of all sizes—a way to test their vision continuously, to adapt and adjust before it’s too late. Ries provides a scientific approach to creating and managing successful startups in a age when companies need to innovate more than ever.