Details for: Gibson R. Probability in a Flash. The Absolute Essentials and Principles...2024

Gibson R. Probability in a Flash. The Absolute Essentials and Principles...2024

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Textbook in PDF format Are you ready to unravel the mysteries of probability, but don’t have time or desire to wade through complex textbooks or dense academic papers ? "Probability in a Flash" is your fast track to mastering the essential concepts of chance, risk, and uncertainty in a clear, concise, and practical way. Whether you’re a student, professional, or simply curious about how randomness influences our world, this book will empower you with the tools to navigate and understand the probabilities that govern everyday life. Why This Book ? In a world driven by uncertainty, understanding probability is no longer optional—it’s essential. "Probability in a Flash" distills the core principles of probability theory into easily digestible chapters, each packed with real-world applications and examples. From the basics of probability and random variables to more advanced topics like Bayesian inference and the Central Limit Theorem, this book is designed to make complex concepts accessible and engaging. What You’ll Learn The Fundamentals of Probability: Grasp the basics, including the law of large numbers, conditional probability, and the difference between independent and dependent events. Real-World Applications: Discover how probability is used in fields as diverse as finance, investing, medicine, artificial intelligence, and even everyday decision-making. Learn how weather forecasts are made, how doctors use probability in diagnoses, and why casinos always seem to have the upper hand. Advanced Concepts Simplified: Dive into more complex topics like stochastic processes, Markov chains, and Monte Carlo simulations, all explained in a way that’s easy to follow and apply. Decision-Making Under Uncertainty: Learn how to use probability to make smarter choices, whether you’re investing in the stock market, assessing risks in business, or just trying to decide if you should carry an umbrella. Who Should Read This Book ? This book is perfect for anyone who wants to gain a solid understanding of probability without getting bogged down in mathematical jargon. Whether you’re preparing for exams, looking to enhance your professional skills, or simply fascinated by the role of chance in our lives, "Probability in a Flash" offers a clear and accessible guide that’s both informative and enjoyable to read. Preface. Introduction to Probability. Basic Principles of Probability. Random Variables and Probability Distributions. The Central Limit Theorem. Bayesian Probability. Probability in Decision Theory. Probability in Finance and Economics. Probability in Science and Medicine. Probability in Computer Science and Information Theory. Probability in Social Sciences. Advanced Probability Concepts. Probability in Artificial Intelligence and Machine Learning. Paradoxes and Puzzles in Probability. Probability in Everyday Life. Conclusion and Further Reading. Appendix. Afterword

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1. Gibson R. Probability in a Flash. The Absolute Essentials and Principles...2024.pdf5.71 MiB