In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Be it hiring a new employee, investing in a financial interest, speaking with your child about drugs, confronting your significant other about suspected infidelity, or even dating someone new, having the ability to unmask a lie can have far-reaching and even life-altering consequences.As former CIA officers, Philip Houston, Michael Floyd, and Susan Carnicero are among the world’s best at recognizing deceptive behavior. Spy the Lie chronicles the captivating story of how they used a methodology Houston developed to detect deception in the counterterrorism and criminal investigation realms, and shows how these techniques can be applied in our daily lives.Through fascinating anecdotes from their intelligence careers, the authors teach listeners how to recognize deceptive behaviors, both verbal and nonverbal, that we all tend to display when we respond to questions untruthfully. For the first time, they share with the general public their methodology and their secrets to the art of asking questions that elicit the truth.Spy the Lie is a game-changer. You may never experience another book that has a more dramatic impact on your career, your relationships, or your future.©2012 Philip Houston, Susan Carnicero, Don Tennant, Michael Floyd (P)2012 Macmillan

    The average young person in the UK will spend 10,000 hours gaming by the age of twenty-one. What's causing this mass exodus? According to world-renowned game designer Jane McGonigal the answer is simple: videogames are fulfilling genuine human needs. Drawing on positive psychology, cognitive science and sociology, Reality is Broken shows how game designers have hit on core truths about what makes us happy, and utilized these discoveries to astonishing effect in virtual environments. But why, McGonigal asks, should we use the power of games for escapist entertainment alone? In this groundbreaking exploration of the power and future of gaming, she reveals how gamers have become expert problem solvers and collaborators, and shows how we can use the lessons of game design to socially positive ends, be it in our own lives, our communities or our businesses. Written for gamers and non-gamers alike, Reality is Broken sends a clear and provocative message: the future will belong to those who can understand, design and play games.

    Those cartoons eventually led to a popular blog-gapingvoid.com-and a reputation for pithy insight and humor, in both words and pictures.MacLeod has opinions on everything from marketing to the meaning of life, but one of his main subjects is creativity. How do new ideas emerge in a cynical, risk-averse world? Where does inspiration come from? What does it take to make a living as a creative person?Ignore Everybody expands on MacLeod's sharpest insights, wittiest cartoons, and most useful advice. For example:-Selling out is harder than it looks. Diluting your product to make it more commercial will just make people like it less.-If your plan depends on you suddenly being "discovered" by some big shot, your plan will probably fail. Nobody suddenly discovers anything. Things are made slowly and in pain.-Don't try to stand out from the crowd; avoid crowds altogether. There's no point trying to do the same thing as 250,000 other young hopefuls, waiting for a miracle. All existing business models are wrong. Find a new one.-The idea doesn't have to be big. It just has to be yours. The sovereignty you have over your work will inspire far more people than the actual content ever will.After learning MacLeod's forty keys to creativity, you will be ready to unlock your own brilliance and unleash it on the world.

    Marketing it can be even harder.Marketing a book in 2021 can seem like a full-time job, what with the crazy number of things authors seem to be expected to do: social media, blog tours, advertising, price promotions, mailing lists, giveaways, you name it. But here’s a little secret: you don’t need to do all those things to successfully set your book on the path to success. What you need is a solid plan to find the one or two tactics that will work, and start to drive sales… in a minimum amount of time. And that’s exactly what you’ll find in this book.Instead of drowning you in information or inundating you with hundreds of different tactics and strategies that eventually prove fruitless, this book will guide you through a step-by-step framework to find the ones that actually work for you and your book, so that you can start marketing more efficiently.In particular, you’ll learn: • How to change your mindset and sell more books with less effort.; • How to write books that guarantee a lasting, profitable career; • How to get Amazon’s Kindle Store to market your book for you; • How to get thousands of readers into your mailing list before you even release the book; • How to propel your book to the top of the charts at launch; and • How to automate your marketing so that you can spend less time marketing and more time writing,After helping over 150,000 authors crack the marketing code through a popular weekly newsletter, Reedsy’s Co-founder Ricardo Fayet is sharing everything he’s learned over the past few years in this beginner-friendly, jargon-free guide to book marketing.

    What you'll find here is practical magic: unique knowledge, drawn from a variety of sciences, revealing what charisma really is and how it works. You'll get both the insights and the techniques you need to apply this knowledge. The world will become your lab, and every person you meet, a chance to experiment.The Charisma Myth is a mix of fun stories, sound science, and practical tools. Cabane takes a hard scientific approach to a heretofore mystical topic, covering what charisma actually is, how it is learned, what its side effects are, and how to handle them.

     Millions of people are using to-do lists that set them up for failure. No matter how hard they work, they're left with a laundry list of unfinished tasks at the end of each day. You can probably relate from experience. If you're creating to-do lists like most people, your lists are almost certainly failing to do their job. You're probably feeling aggravated and dispirited as a result. The good news is that there's a simple solution . It's a matter of using an approach specifically designed to help you organize, manage, and address every task and responsibility on your plate in a timely fashion. This approach is detailed in To-Do List Formula: A Stress-Free Guide To Creating To-Do Lists That Work! It's the only guide you'll ever need to create an effective personal task management system. To-Do Lists And Personal Task Management Made Simple! In To-Do List Formula, you'll discover: 8 Reasons You're Failing To Get Through Your Daily To-Do Lists The 10 Most Popular To-Do List Systems (And Why They're Flawed) Step-By-Step Instructions For Creating The Perfect To-Do List How To Keep Your To-Do List System Running Smoothly The Pros And Cons Of Paper Vs. Online To-Do Lists How Your To-Do Lists And Calendar Work Together That's a bird's-eye view of what you'll find in To-Do List Formula: A Stress-Free Guide To Creating To-Do Lists That Work! Click the cover image above to view the entire table of contents. This fast-moving guide is organized so you can easily jump back and forth to the sections that interest you in the moment. If you're tired of creating to-do lists that constantly disappoint you, now's the time to make a positive change. Learn the correct strategy and enjoy increased productivity, less stress, and more free time in the process. Click the "Buy Now" button at the top of this page to grab your copy of To-Do List Formula today!

     The traditional writing workshop was established with white male writers in mind; what we call craft is informed by their cultural values. In this bold and original examination of elements of writing—including plot, character, conflict, structure, and believability—and aspects of workshop—including the silenced writer and the imagined reader—Matthew Salesses asks questions to invigorate these familiar concepts. He upends Western notions of how a story must progress. How can we rethink craft, and the teaching of it, to better reach writers with diverse backgrounds? How can we invite diverse storytelling traditions into literary spaces?Drawing from examples including One Thousand and One Nights, Curious George, Ursula K. Le Guin's A Wizard of Earthsea, and the Asian American classic No-No Boy, Salesses asks us to reimagine craft and the workshop. In the pages of exercises included here, teachers will find suggestions for building syllabi, grading, and introducing new methods to the classroom; students will find revision and editing guidance, as well as a new lens for reading their work. Salesses shows that we need to interrogate the lack of diversity at the core of published fiction: how we teach and write it. After all, as he reminds us, "When we write fiction, we write the world."

    He waited. And waited. He never heard back a single response. Fear began to creep in. He couldn’t find a job because of one simple reason: He was blending in with the masses. Panic began to race through his mind. "Seriously, what the hell am I doing here?" He took a deep breath, stepped back and assessed the situation. And then a stroke of genius hit him. He was going to be bold. Inspiring. Outrageous. Awkward. Funny. Unbelievable. It was in this moment Matt Epstein created the most viral and successful job campaign of our lives. By the time his campaign was finished, he had amassed these results: • Received 80 interview offers from companies like Google, Salesforce.com, Microsoft, Amazon, Etsy and SigFig (among many more) • Received over 400,000 unique visits and 720,000 page views for his site • Received over 450,000 YouTube views • Received 20,000 Facebook Likes, 4,800 Tweets and 4,100 Google +’s • Received print, online and TV coverage across the world from TechCrunch, Gizmodo, to the Washington Post and Wall Street Journal How is it that Matt was able to get publicity from just about every big name media outlet, generate a massive fan base and garner 80 interview offers from top tier, innovative companies while so many of us have to beg for a single interview? What does Matt Epstein know that we don’t? In fact, what do all these people know that we don’t? Hanna Phan sent the “Tweet heard ‘round the world” to the CEO of one of the hottest technology start ups in the world and had 1,290 people share her story on Facebook, 1,854 retweets, 204 LinkedIn shares and multiple job offers from different companies. Nagesh Palepu overcame being nearly deaf at a young age and went through an incredibly journey as his career started as a cashier at McDonald’s and continues today as the CEO of a highly successful company today. Sarah Rossdale started working in a tiny ice cream stand and fought her way to her dream job at Disney, all while competing against her own roommate. Nelson Wang went from Labor Foreman to a Partner Manager managing a multi-million dollar territory of business and built a LinkedIn brand so powerful that he had recruiters from Google, Apple, Verizon, Paypal, and HP reaching out to him. And finally, Jerry, at the tender age of 20, overcame a life and death experience to build an incredibly successful career. His comeback story reminds us of the importance of enjoying the moment and having balance in our lives. So what do they know that we don't? It’s simple really. They all acknowledged one fundamental fact: The resume is dead. Your job opportunities, however, are alive and well. If you learn the secrets on how to be an artist and to create with emotion. This book will teach you how. This step by step guide also includes: ★ 500 of the top interview questions and answers created by Fortune 100 HR experts ★ How to create your own website and blog from scratch in under 10 minutes ★ The top 5 secrets on how to build a standout LinkedIn brand ★ Additional tips on how to leverage new media tools like YouTube, SlideRocket, Twitter, Prezi and Facebook ★ How to garner recommendations from CEOs, VPs, Managers and peers ★ How

    Aaron Goldman has written an essential book that goes beyond telling us how Google became so important to explaining why the revolution it's leading will affect everyone in media and marketing." --Brian Morrissey, Digital Editor, Adweek"An insightful tour of the elements that have made Google successful combined with a usable guide on how to apply this learning to your business." --Rishad Tobaccowala, Chief Strategy & Innovation Officer, VivakiAbout the BookYou know you've hit it big when your name becomes a verb--and no one knows that better than Google. In just over 10 years, Google has become the world's most valuable brand, consistently dominating its category and generating $6 billion in revenue per quarter.How does Google do it? In a word: marketing.You may not think Google does much marketing. Indeed, it doesn't do a lot of what has traditionally been viewed as marketing. But in today's digital world, marketing has taken new shape--and Google is at the cutting edge.In Everything I Know about Marketing I Learned from Google, digital marketing expert Aaron Goldman offers 20 powerful lessons straight from Google's playbook. Taking you deep into the inner workings of the Googleplex (which are simpler than you think), Goldman provides the knowledge and tools you need to build and grow your brand (which is also simpler than you think).Along the way, he shows how Google's tactics are being used by a wide range of successful corporations, from Apple to Zappos. Key principles include:Tap into the Wisdom of Crowds: Get the signals you need directly from your customersKeep It Simple, Stupid: Craft messages people can grasp in a nanosecond and pass alongDon't Interrupt: Join the conversation-- but avoid disrupting itAct Like Content: Provide value, not sales pitchesTest Everything: Take no detail of your program for granted; you can always improveShow Off Your Assets: Distribute your brand everywhereThe beauty of it all is that these Googley lessons can be applied to every aspect of marketing, in organizations of any size. Whether you run a PR department in a multinational corporation or serve as the sole marketer in a small business, these tactics work.In its mission to "organize the world's information," Google has rewritten the book on marketing. Use Everything I Know about Marketing I Learned from Google to remake your own organization's marketing--and engage more customers than ever.

    He muses about everything from the nature of viral sharing, to the taming of Internet trolls, to why Yoda, bacon and cats are such popular memes. Takei isn’t afraid to tell it likes he sees it, and to engage the reader just as he does his legions of fans.Both provokingly thoughtful and wickedly funny, Oh Myyy! captures and comments upon the quirky nature of our plugged-in culture. With Takei’s conversational yet authoritative style, peppered with some of his favorite images from the web, readers should be prepared to LOL, even as they can’t help but hear his words in their heads in that unmistakable, deep bass.

    Author Mike Rohde shows you how to incorporate sketchnoting techniques into your note-taking process--regardless of your artistic abilities--to help you better process the information that you are hearing and seeing through drawing, and to actually have fun taking notes. The Sketchnote Handbook explains and illustrates practical sketchnote techniques for taking visual notes at your own pace as well as in real time during meetings and events. Rhode also addresses most people's fear of drawing by showing, step-by-step, how to quickly draw people, faces, type, and simple objects for effective and fast sketchnoting. The book looks like a peek into the author's private sketchnote journal, but it functions like a beginner's guide to sketchnoting with easy-to-follow instructions for drawing out your notes that will leave you itching to attend a meeting just so you can draw about it.

    The secret to getting a 'YES' to your guest post request. How Cheater Posts can keep you from burning out as a blogger. Why people aren't commenting on your blog posts and how to compel them to do so. The trick to using your older content to help generate new ideas. How blogging for 30 minutes a day can get you 6-pack abs, whiter teeth, and healthier hair. (I'm kidding...please don't sue me for false advertising.) ...and many more.In addition to the blogging knowledge, you'll also get a steady dose of the humor and nonsense that has made Bryan's blog a favorite among people who like to spit out mouthfuls of coffee while laughing, at no extra cost to you!This will be the funniest book on blogging you'll ever read. At least until Jerry Seinfeld and Louis CK co-write one of their own.If you're frustrated because it feels like you're no closer to achieving your blogging goals than you were 3 months ago, the principles and strategies in 31 Days to Finding Your Blogging Mojo will help you make progress like never before from Day 1.It's time to focus your content and your voice on the things that move you. It's time to extend the reach of your blog. It's time to build a strong community with readers who resonate with you and your message.

    It is a book for everybody who wants to learn how to write or who needs to do some writing to get through the day, as almost everybody does in the age of e-mail and the Internet. Whether you want to write about people or places, science and technology, business, sports, the arts or about yourself in the increasingly popular memoir genre, On Writing Well offers you fundamental priciples as well as the insights of a distinguished writer and teacher. With more than a million copies sold, this volume has stood the test of time and remains a valuable resource for writers and would-be writers.

    Yet most of us don’t know how to read body language–and don’t realize how our own physical movements speak to others. Now the world’s foremost experts on the subject share their techniques for reading body language signals to achieve success in every area of life.Drawing upon more than thirty years in the field, as well as cutting-edge research from evolutionary biology, psychology, and medical technologies that demonstrate what happens in the brain, the authors examine each component of body language and give you the basic vocabulary to read attitudes and emotions through behavior. Discover:• How palms and handshakes are used to gain control• The most common gestures of liars• How the legs reveal what the mind wants to do• The most common male and female courtship gestures and signals• The secret signals of cigarettes, glasses, and makeup• The magic of smiles–including smiling advice for women• How to use nonverbal cues and signals to communicate more effectively and get the reactions you wantFilled with fascinating insights, humorous observations, and simple strategies that you can apply to any situation, this intriguing book will enrich your communication with and understanding of others–as well as yourself.