Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    Or it can be a way to lose your shirt. What determines whether you get rich or go broke can often be a tiny detail here, a missed opportunity there. The margin for error is slim. Heck, it’s non-existent. Fortunes are amassed by experienced options traders who know how to use this strategy THE RIGHT WAY. And financial lives are destroyed by those who don’t. This book will catapult you into that first category. Without all the fluff and B.S. that you don’t need. The Bullsh*t Free Guide to Iron Condors is a TRUE no-nonsense guide to the Iron Condor strategy, written by an experienced trader who lives (or dies) by working it every day. It’s designed as a real-life, step-by-step guide for experienced options traders who want to use this strategy the RIGHT WAY -- which means the CONSISTENTLY PROFITABLE way. In the book you’ll discover: * 6 little-known techniques for adjusting trades that go bad (most experienced traders don’t even know these) * How to create a trading journal and trading log, and why it’s CRUCIAL that you do. (Note: the book includes downloadable examples you can use yourself.) * The 3 ways the world’s top Iron Condor traders manage risk, including detailed examples so you can trade “like the big boys.” * How to save yourself thousands of dollars when entering live trades (this information is closely guarded by many trading “gurus”). * Which option broker is the best for trading Iron Condors. (This is one of the most important decisions you’ll make, so choose wisely.) * How to set up a trading plan that actually works. (We include a sample trading plan to get you started.) * Why weekly options are not as amazing as they sound (and are, in fact, often a HUGE mistake). * How to incorporate volatility into your trading. (You will come to LOVE huge volatility moves after reading this!) * How to eliminate the risk of early assignment. * How to avoid being caught with your pants down on settlement day. (Make this mistake and you can kiss your profits goodbye.)

    Those who are brave enough to accept his DARE will discover...•    More loyal, satisfied clients and customers•    Reduced turnover and more•    engaged employees•    A more creative, innovative, and collaborative workplace•    Less personal conflict and more genuine relationships•    The passion to thrive, not just survive, in our professionsA courageous book that calls on leaders themselves to step up and make the changes that will rebuild trust and restore business integrity for customers, employees, and the global public.

    What resulted was Apple.When Sergey Brin and Larry Page met at Stanford, they were in their early twenties. They were soon to start Google.Today’s teenagers are our smartest generation yet. They are tomorrow’s entrepreneurs, investors, managers, policy makers, watchdogs and of course, consumers. But do you know what the corporate and business world is all about? How do businesses touch everyone’s lives? What really makes an entrepreneur tick? How does the engine of a company run? Who is a social entrepreneur?And why do we need the world of business—is business good or bad for us?If you are curious, come join Subroto Bagchi and a group of smart teenagers on their exciting voyage of discovery, and in the process, get yourself a teen MBA!

    It combines the productivity and expressivity of Ruby with the concurrency and fault-tolerance of Erlang. Elixir makes full use of Erlang's powerful OTP library, which many developers consider the source of Erlang's greatness, so you can have mature, professional-quality functionality right out of the gate. Elixir's support for functional programming makes it a great choice for highly distributed event-driven applications like IoT systems.The Little Elixir & OTP Guidebook gets you started programming applications with Elixir and OTP. You begin with a quick overview of the Elixir language syntax, along with just enough functional programming to use it effectively. Then, you'll dive straight into OTP and learn how it helps you build scalable, fault-tolerant and distributed applications through several fun examples. Come rediscover the joy of programming with Elixir and remember how it feels like to be a beginner again.

    Introduction to Modern Cryptography provides a rigorous yet accessible treatment of modern cryptography, with a focus on formal definitions, precise assumptions, and rigorous proofs.The authors introduce the core principles of modern cryptography, including the modern, computational approach to security that overcomes the limitations of perfect secrecy. An extensive treatment of private-key encryption and message authentication follows. The authors also illustrate design principles for block ciphers, such as the Data Encryption Standard (DES) and the Advanced Encryption Standard (AES), and present provably secure constructions of block ciphers from lower-level primitives. The second half of the book focuses on public-key cryptography, beginning with a self-contained introduction to the number theory needed to understand the RSA, Diffie-Hellman, El Gamal, and other cryptosystems. After exploring public-key encryption and digital signatures, the book concludes with a discussion of the random oracle model and its applications.Serving as a textbook, a reference, or for self-study, Introduction to Modern Cryptography presents the necessary tools to fully understand this fascinating subject.

    Why did this happen? Based on extensive research, including transcripts of FBI-wiretap conversations, Fallen Angel is an insightful account of a remarkable man and the extraordinary events surrounding him: this is the real story of Rajat Gupta, an orphaned immigrant from India who managed to reach dizzying heights in the US corporate sector. Although the verdict is out, the mystery remains: several jury members were in tears after delivering the verdict, and nearly everyone who has known Gupta believes he is innocent so what really happened? With its almost thriller-like cast of real-life characters, Fallen Angel is a page-turner that explores the complex layers of this human drama.

    they probably are.Huntington House: A Psychological sexy brutal twisting thriller that keeps you nailed to your seat.

    Chanan (Chan) is a dove, and he's also Jubal's best friend. They both venture on to an exciting place where they discover truths about the Bible, arrive at one of the pearly gates of Heaven, and have heavenly play time. Jubal and Chan get to ride a comet, and also meet their favorite divine beings. The closing of the last chapter has an unexpected ending that your child will be sure to enjoy. The images were carefully illustrated to keep children entertained and looking forward to the next page. This exploration book is a fun Biblical learning tool, an exciting way to gain insight, encourages a close relationship with the Lord, and is 100% kid approved! Parents and kids alike will stay immersed from beginning to end. Come and join in on the greatest adventure of all time!

    

     If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.

    When you surround yourself with images of who you want to become, what you want to have, where you want to live, or where you want to vacation, your life changes to match those images and those desires. In THE COMPLETE GUIDE TO VISION BOARDS: THE ULTIMATE STARTER KIT TO GET WILDLY CLEAR AND CREATE THE LIFE OF YOUR DREAMS, internationally renowned entrepreneur Christine Kane reveals a no-nonsense, how-to guide for people who want to create big outcomes in their lives. Drawn from nearly a decade of experience holding vision board workshops during her business retreats as well as her own personal experience learning how to tailor vision boards for ultimate clarity in personal outcomes, Christine walks readers through creating visions boards, step by step, to create a life infused with the power of intention. This new edition is based on Christine's original book that has been read and acclaimed by more than 50,000 people worldwide. THE COMPLETE GUIDE TO VISION BOARDS features never-before-seen chapters and a comprehensive Q&A section that will guide you to making the perfect vision board. THE COMPLETE GUIDE will show you: *how to harness the power of intention in a completely revolutionary way *how to overcome cynicism, fear, and guilt that hinders you from personal success *the one step everyone forgets after creating their first vision board *the perfect crafty tools to take action and have fun *bonus guides and music recommendations to help you focus your vision board *three key vision board types that can unlock your goals in the coming year If you've already created your first vision board, this book will help you learn how to move from beginner to advanced vision boards to get bigger, better results. Experience personal transformation by discovering the secret behind the creative process and move your authentic intention into solid, personal transformation. This book is a great decision-making guide if you struggle with setting clear, detailed goals for your career, business, relationships, or home life. If you want to achieve things you didn’t even think were possible, THE COMPLETE GUIDE TO VISION BOARDS is right for you.

    The book comprises chapters on elementary data structures, dynamic programming, backtracking, algebraic problems, lower bound theory, pram algorithms, mesh algorithms, and hypercube algorithms. In addition, the book consists of several real-world examples to understand the concepts better. This book is indispensable for computer engineers preparing for competitive examinations like GATE and IES.

    The Mikado Method is a process for surfacing the dependencies in a codebase, so that you can systematically eliminate technical debt and get things done.It gets its name from a simple game commonly known as "pick-up sticks." You start with a jumbled pile of sticks. The goal is to remove the Mikado, or Emperor, stick without disturbing the others. Players carefully remove sticks one at a time, leaving the rest of the heap intact, slowly exposing the Mikado. The game is a great metaphor for eliminating technical debt—carefully extracting each intertwined dependency until you're able to successfully resolve the central issue and move on.The Mikado Method is a book by the creators of this process. It describes a pragmatic, straightforward, and empirical method to plan and perform non-trivial technical improvements on an existing software system. The method has simple rules, but the applicability is vast. As you read, you'll practice a step-by-step system for identifying the scope and nature of your technical debt, mapping the key dependencies, and determining the safest way to approach the "Mikado"-your goal. A natural byproduct of this process is the Mikado Graph, a minimalistic, relevant, just-in-time roadmap and information radiator that reflects deep understanding of how your system works.

    At the core of this classic treatise is the message that sledgehammer approaches can backfire, and size alone does not guarantee wins. Strategy, positioning, planning, leadership--all play equally significant roles, making Sun Tzu's teachings perfect for small business owners and entrepreneurs entrenched in fierce competition for customers, market share, talent . . . for their very survival. The Art of War for Small Business is the first book to apply Sun Tzu's wisdom to the small business arena. Featuring inspiring examples of entrepreneurial success, the book's 12 timeless lessons reveal how to: ● Choose the right ground for your battles ● Prepare without falling prey to paralysis ● Leverage strengths while overcoming limitations ● Strike competitors' weakest points and seize every opportunity● Focus priorities and resources on conquering key challenges ● Go where the enemy is not ● Build and leverage strategic alliances Big companies may deploy overwhelming forces, but small companies can outsmart, outmaneuver, and outstrategize larger adversaries to capture crucial sectors, serve unmet needs, and emerge victorious.