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| fog data science llc website: Predictive Analytics Eric Siegel, 2016-01-12 Mesmerizing & fascinating... —The Seattle Post-Intelligencer The Freakonomics of big data. —Stein Kretsinger, founding executive of Advertising.com Award-winning | Used by over 30 universities | Translated into 9 languages An introduction for everyone. In this rich, fascinating — surprisingly accessible — introduction, leading expert Eric Siegel reveals how predictive analytics (aka machine learning) works, and how it affects everyone every day. Rather than a “how to” for hands-on techies, the book serves lay readers and experts alike by covering new case studies and the latest state-of-the-art techniques. Prediction is booming. It reinvents industries and runs the world. Companies, governments, law enforcement, hospitals, and universities are seizing upon the power. These institutions predict whether you're going to click, buy, lie, or die. Why? For good reason: predicting human behavior combats risk, boosts sales, fortifies healthcare, streamlines manufacturing, conquers spam, optimizes social networks, toughens crime fighting, and wins elections. How? Prediction is powered by the world's most potent, flourishing unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn. Predictive analytics (aka machine learning) unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future drives millions of decisions more effectively, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate. In this lucid, captivating introduction — now in its Revised and Updated edition — former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: What type of mortgage risk Chase Bank predicted before the recession. Predicting which people will drop out of school, cancel a subscription, or get divorced before they even know it themselves. Why early retirement predicts a shorter life expectancy and vegetarians miss fewer flights. Five reasons why organizations predict death — including one health insurance company. How U.S. Bank and Obama for America calculated the way to most strongly persuade each individual. Why the NSA wants all your data: machine learning supercomputers to fight terrorism. How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. How judges and parole boards rely on crime-predicting computers to decide how long convicts remain in prison. 182 examples from Airbnb, the BBC, Citibank, ConEd, Facebook, Ford, Google, the IRS, LinkedIn, Match.com, MTV, Netflix, PayPal, Pfizer, Spotify, Uber, UPS, Wikipedia, and more. How does predictive analytics work? This jam-packed book satisfies by demystifying the intriguing science under the hood. For future hands-on practitioners pursuing a career in the field, it sets a strong foundation, delivers the prerequisite knowledge, and whets your appetite for more. A truly omnipresent science, predictive analytics constantly affects our daily lives. Whether you are a |
| fog data science llc website: Feel the Fog April Pulley Sayre, 2020-09-15 Discover the wonder and science behind fog in this stunning and immersive nonfiction picture book from award-winning author and photographer April Pulley Sayre. Damp and drippy, misty and mysterious…fog is fascinating. Step inside this natural phenomenon and see how fog is formed, how it clears away, and why it feels chilly. Young readers will love this lyrical and gorgeously photo-illustrated exploration of these clouds that come to visit. |
| fog data science llc website: Tiny Habits B. J. Fogg, 2020 The world's leading expert on habit formation shows how you can have a happier, healthier life: by starting small. Myth: Change is hard. Reality: Change can be easy if you know the simple steps of Behavior Design. Myth: It's all about willpower. Reality: Willpower is fickle and finite, and exactly the wrong way to create habits. Myth: You have to make a plan and stick to it. Reality: You transform your life by starting small and being flexible. BJ FOGG is here to change your life--and revolutionize how we think about human behavior. Based on twenty years of research and Fogg's experience coaching more than 40,000 people, Tiny Habits cracks the code of habit formation. With breakthrough discoveries in every chapter, you'll learn the simplest proven ways to transform your life. Fogg shows you how to feel good about your successes instead of bad about your failures. Whether you want to lose weight, de-stress, sleep better, or be more productive each day, Tiny Habits makes it easy to achieve. Already the habit guru to companies around the world, Fogg brings his proven method to a global audience for the first time. Whether you want to lose weight, de-stress, sleep better, or exercise more, Tiny Habits makes it easy to achieve. |
| fog data science llc website: Your Brain After Chemo Dan Silverman, Idelle Davidson, 2009-07-14 A ground-breaking guide to post-chemo brain, the cognitive impairment that often follows chemotherapy |
| fog data science llc website: A Knife in the Fog Bradley Harper, 2018-10-02 Winner of Killer Nashville’s 2019 Silver Falchion Award for Mystery and Edgar Finalist for Best First Novel, its audiobook won Audiofile Magazine’s Earphone Award for Mystery and Suspense. This debut novel is the first in a series starring the real-life author and suffragette Margaret Harkness, continued in Queen’s Gambit. “Ardent feminism and cerebral detection face down the Ripper in the fog-shrouded streets of London: a feast for lovers of historical crime!” —Laurie R. King, author of The Beekeeper’s Apprentice and Island of the Mad “Arthur Conan Doyle chasing after Jack the Ripper? Bradley Harper makes this irresistible pairing come alive. Ingenious in its premise and plotting, impressive in its unique forensic precision, infectious in its overflowing passion for the subject matter, A Knife in the Fog will be relished by fans of historical fiction, Sherlock Holmes, and Ripper literature. A debut novel worth falling for.” —Matthew Pearl, author of The Dante Chamber Physician Arthur Conan Doyle takes a break from his practice to assist London police in tracking down Jack the Ripper in this debut novel and series starter. September 1888. A twenty-nine-year-old Arthur Conan Doyle practices medicine by day and writes at night. His first Sherlock Holmes story, A Study in Scarlet, although gaining critical and popular success, has only netted him twenty-five pounds. Embittered by the experience, he vows never to write another crime story. Then a messenger arrives with a mysterious summons from former Prime Minister William Gladstone, asking him to come to London immediately. Once there, he is offered one month's employment to assist the Metropolitan Police as a consultant in their hunt for the serial killer soon to be known as Jack the Ripper. Doyle agrees on the stipulation his old professor of surgery, Professor Joseph Bell--Doyle's inspiration for Sherlock Holmes--agrees to work with him. The two are joined by Miss Margaret Harkness, an author residing in the East End who knows how to use a Derringer and serves as their guide and companion. Pursuing leads through the dank alleys and courtyards of Whitechapel, they come upon the body of a savagely murdered fifth victim. Soon it becomes clear that the hunters have become the hunted when a knife-wielding figure approaches. |
| fog data science llc website: Smarter Tomorrow Elizabeth R. Ricker, 2021-08-17 What if you could upgrade your brain in 15 minutes a day? Let Elizabeth Ricker, an MIT and Harvard-trained brain researcher turned Silicon Valley technologist, show you how. Join Ricker on a wild and edifying romp through the cutting-edge world of neuroscience and biohacking. You'll encounter Olympic athletes, a game show contestant, a memory marvel, a famous CEO, and scientists galore. From Ricker’s decade-long quest, you will learn: ● The brain-based reason so many self-improvement projects fail . . . But how a little-known secret of Nobel Prize winning scientists could finally unlock success ● Which four abilities—both cognitive and emotional—can predict success in work and relationships . . . and a new system for improving all four ● Which seven research-tested tools can supercharge mental performance. They range from low-tech (a surprising new mindset) to downright futuristic (an electrical device for at-home brain stimulation) Best of all, you will learn to upgrade your brain with Ricker’s 20 customizable self-experiments and a sample, 12-week schedule. Ricker distills insights from dozens of interviews and hundreds of research studies from around the world. She tests almost everything on herself, whether it’s nicotine, video games, meditation, or a little-known beverage from the Pacific islands. Some experiments fail hilariously—but others transform her cognition. She is able to sharpen her memory, increase her attention span, boost her mood, and clear her brain fog. By following Ricker’s system, you’ll uncover your own boosts to mental performance, too. Join a growing, global movement of neurohackers revolutionizing their careers and relationships. Let this book change 15 minutes of your day, and it may just change the rest of your life! |
| fog data science llc website: The Ceiling Outside Noga Arikha, 2022-05-03 As her mother slips into the fog of dementia, a philosopher grapples with the unbreakable links between our bodies and our sense of self. A diabetic woman awakens from a coma having forgotten the last ten years of her life. A Haitian immigrant has nightmares that begin bleeding into his waking hours. A retired teacher loses the use of her right hand due to pain of no known origin. Noga Arikha began studying these patients and their confounding symptoms in order to explore how our physical experiences inform our identities. Soon after she initiated her work, the question took on unexpected urgency, as Arikha’s own mother began to show signs of Alzheimer’s disease. Weaving together stories of her subjects’ troubles and her mother’s decline, Arikha searches for some meaning in the science she has set out to study. The result is an unforgettable journey across the ever-shifting boundaries between ourselves and each other. |
| fog data science llc website: Data Science at the Command Line Jeroen Janssens, 2021-08-17 This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools--useful whether you work with Windows, macOS, or Linux. You'll quickly discover why the command line is an agile, scalable, and extensible technology. Even if you're comfortable processing data with Python or R, you'll learn how to greatly improve your data science workflow by leveraging the command line's power. This book is ideal for data scientists, analysts, engineers, system administrators, and researchers. Obtain data from websites, APIs, databases, and spreadsheets Perform scrub operations on text, CSV, HTML, XML, and JSON files Explore data, compute descriptive statistics, and create visualizations Manage your data science workflow Create your own tools from one-liners and existing Python or R code Parallelize and distribute data-intensive pipelines Model data with dimensionality reduction, regression, and classification algorithms Leverage the command line from Python, Jupyter, R, RStudio, and Apache Spark |
| fog data science llc website: Advances and Applications in Computer Science, Electronics and Industrial Engineering Marcelo V. García, Félix Fernández-Peña, Carlos Gordón-Gallegos, 2021-04-20 This book presents the proceedings of the Conference on Computer Science, Electronics and Industrial Engineering (CSEI 2020), held in Ambato in October 2020, with participants from 15 countries and guest speakers from Chile, Colombia, France, Japan, Spain, Portugal, and USA. It discusses topics such as the use of metaheuristic for non-deterministic problem solutions, software architectures for supporting e-government initiatives, and the use of electronics in e-learning and industrial environments. It also includes contributions illustrating how new approaches on these converging research areas are impacting the development of human societies around the world into Society 5.0. As such, it is a valuable resource for scholars and practitioners alike. |
| fog data science llc website: Popular Science , 2005-09 Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better. |
| fog data science llc website: The Brain Fog Fix Dr. Mike Dow, 2016-12-13 Is stress preventing you from enjoying your daily life? Do you find that you’re becoming more distracted or forgetful? Are the blues sapping your spirits? Or do you simply feel not quite like yourself? If you want to reclaim you focus, memory, and joy, you’re not alone. There are millions of people fighting against the epidemic of brain fog that’s sweeping the nation. The good news: It’s not an irreparable condition; rather it’s a side effect of modern-day living. Many of the foods we eat and the habits we have do not support our brains. We no longer get what we need in order to produce essential brain chemicals that keep us energized, calm, focused, optimistic, and inspired. And even worse, our choices could lead to long-term problems, like dementia, Alzheimer’s disease, depression, and anxiety. Sadly, if you look at the way most of us live, it seems almost as though we’ve chosen a lifestyle deliberately intended to undermine our brain chemistry and our health. Fortunately, there is a solution. The Brain Fog Fix is an easy-to-follow three-week program designed to help naturally restore three of your brain’s most crucial hormones: serotonin, dopamine, and cortisol. Rebalancing these chemicals will in turn enable the rest of your brain’s chemistry to reach optimal levels. Each week of the program focuses on a different element of your life: • In week 1, you’ll improve your mood by modifying your diet and using cognitive strategies to overcome pitfall thought patterns. • In week 2, you’ll increase your energy by focusing on sleep, exercise, and memory-boosting games. • In week 3, you’ll enhance your spirit through practices that help you connect to something larger than yourself and enable you to rediscover your joy in life. By the end of this simple program, you’ll be thinking more clearly, remembering more accurately, learning more quickly, and unleashing the floodgates of your creativity. And you’ll simply feel better – for now and in the long term. |
| fog data science llc website: Better Sleep, Better You Frank Lipman, Neil Parikh, 2021-04-13 Sleep is the most important part of anyone’s journey to a healthy and happy life, and with this book you can learn how to fix your sleep schedule and recover precious hours of relaxation. If you're like most people, odds are you aren't getting enough sleep. Thanks to shifts in our culture America is in the midst of an epidemic of sleeplessness, and unfortunately, sleep deprivation has bigger consequences than one might think, ranging from irritability, brain fog, and weight gain to serious conditions like hormone dysregulation, heart disease, memory impairment, diabetes, and Alzheimer's. In Better Sleep, Better You, functional medicine pioneer and sleep expert Frank Lipman, MD, and Casper co-founder Neil Parikh team up to offer a one-stop resource to help you reap the benefits of sleeping well every night. Unlike the dozens of articles offering a quick fix for insomnia, Lipman and Parikh understand that there's no such thing as a one-sleep-fits-all solution. By clearly explaining the latest developments in sleep science and all the factors that affect your sleep—including when and how you eat and exercise, how you handle stress, how you nap, and how you engage with technology—Better Sleep, Better You helps readers create a personalized sleep protocol that works for their lifestyle and needs. Packed with fascinating science, engaging case studies, and easy-to-implement practical advice, Better Sleep, Better You provides everything you need to optimize your sleep, productivity, and happiness—for life. |
| fog data science llc website: Data Science Qurban A Memon, Shakeel Ahmed Khoja, 2019-09-26 The aim of this book is to provide an internationally respected collection of scientific research methods, technologies and applications in the area of data science. This book can prove useful to the researchers, professors, research students and practitioners as it reports novel research work on challenging topics in the area surrounding data science. In this book, some of the chapters are written in tutorial style concerning machine learning algorithms, data analysis, information design, infographics, relevant applications, etc. The book is structured as follows: • Part I: Data Science: Theory, Concepts, and Algorithms This part comprises five chapters on data Science theory, concepts, techniques and algorithms. • Part II: Data Design and Analysis This part comprises five chapters on data design and analysis. • Part III: Applications and New Trends in Data Science This part comprises four chapters on applications and new trends in data science. |
| fog data science llc website: Psychology of Intelligence Analysis Richards J Heuer, 2020-03-05 In this seminal work, published by the C.I.A. itself, produced by Intelligence veteran Richards Heuer discusses three pivotal points. First, human minds are ill-equipped (poorly wired) to cope effectively with both inherent and induced uncertainty. Second, increased knowledge of our inherent biases tends to be of little assistance to the analyst. And lastly, tools and techniques that apply higher levels of critical thinking can substantially improve analysis on complex problems. |
| fog data science llc website: Tableau Your Data! Daniel G. Murray, 2016-01-29 Transform your organization's data into actionable insights with Tableau Tableau is designed specifically to provide fast and easy visual analytics. The intuitive drag-and-drop interface helps you create interactive reports, dashboards, and visualizations, all without any special or advanced training. This all new edition of Tableau Your Data! is your Tableau companion, helping you get the most out of this invaluable business toolset. Tableau Your Data! shows you how to build dynamic, best of breed visualizations using the Tableau Software toolset. This comprehensive guide covers the core feature set for data analytics, and provides clear step-by-step guidance toward best practices and advanced techniques that go way beyond the user manual. You'll learn how Tableau is different from traditional business information analysis tools, and how to navigate your way around the Tableau 9.0 desktop before delving into functions and calculations, as well as sharing with the Tableau Server. Analyze data more effectively with Tableau Desktop Customize Tableau's settings for your organization's needs with detailed real-world examples on data security, scaling, syntax, and more Deploy visualizations to consumers throughout the enterprise - from sales to marketing, operations to finance, and beyond Understand Tableau functions and calculations and leverage Tableau across every link in the value chain Learn from actual working models of the book's visualizations and other web-based resources via a companion website Tableau helps you unlock the stories within the numbers, and Tableau Your Data! puts the software's full functionality right at your fingertips. |
| fog data science llc website: A Non-Random Walk Down Wall Street Andrew W. Lo, A. Craig MacKinlay, 2011-11-14 For over half a century, financial experts have regarded the movements of markets as a random walk--unpredictable meanderings akin to a drunkard's unsteady gait--and this hypothesis has become a cornerstone of modern financial economics and many investment strategies. Here Andrew W. Lo and A. Craig MacKinlay put the Random Walk Hypothesis to the test. In this volume, which elegantly integrates their most important articles, Lo and MacKinlay find that markets are not completely random after all, and that predictable components do exist in recent stock and bond returns. Their book provides a state-of-the-art account of the techniques for detecting predictabilities and evaluating their statistical and economic significance, and offers a tantalizing glimpse into the financial technologies of the future. The articles track the exciting course of Lo and MacKinlay's research on the predictability of stock prices from their early work on rejecting random walks in short-horizon returns to their analysis of long-term memory in stock market prices. A particular highlight is their now-famous inquiry into the pitfalls of data-snooping biases that have arisen from the widespread use of the same historical databases for discovering anomalies and developing seemingly profitable investment strategies. This book invites scholars to reconsider the Random Walk Hypothesis, and, by carefully documenting the presence of predictable components in the stock market, also directs investment professionals toward superior long-term investment returns through disciplined active investment management. |
| fog data science llc website: The Fog Seller Don Daglow, 2015-12-05 Gold Award: Best Mystery Novel of 2016, Readers' Favorites Awards Silver Medal: Best Novel of 2016 (Literary or Genre) Pacific Region, IPPY Awards Gold Award: 2016 Benjamin Franklin Awards, Independent Book Pub. Assn. From the creator of the Emmy(r) Award winning Neverwinter Nights , a novel with a unique hero, an unlikely love story, and more twists than San Francisco's Lombard Street. Assassinated: The crusading politician who saved hundreds of San Francisco homes from the bulldozers of a big developer. Accused: A young loner who speaks his own unique dialect of English and refuses to answer questions. Unexpected: A woman who will risk her promising future for a man without a past. It's easy to feel lonely in this loud and angry world. Things go wrong. Bad news piles up. People say things, stupid things, but other people listen. A job is lost. Friends drift away. Love is... Love seems out of the question, a distant, unavailable dream. The world insists that we act in certain ways. Sometimes we won't follow the script. Sometimes the script turns nasty. And dangerous. When teacher-turned-deckhand Steve Ondelle is framed for the killing of a San Francisco Supervisor he tumbles into a world of billion-dollar deals and bizarre sexual adventures, a world where hard evidence depicts him as a misfit who turns to murder. To expose these freshly-minted lies Steve must first make peace with a lifetime of painful truths. He travels from the piers of Sausalito to the penthouses of San Francisco, with unlikely allies like Leonard the Human Statue, Eli of the Coral Reef, The Prophet of Market Street. And Liam the Fog Seller. |
| fog data science llc website: Womancode Alisa Vitti, 2013 Alisa Vitti found herself suffering through the symptoms of polycystic ovarian syndrome (PCOS), and was able to heal herself through food and lifestyle changes. Relieved and reborn, she made it her mission to empower other women to be able to do the same. As she says, 'Hormones affect everything. Have you ever struggled with acne, oily hair, dandruff, dry skin, cramps, headaches, irritability, exhaustion, constipation, irregular cycles, heavy bleeding, clotting, shedding hair, weight gain, anxiety, insomnia, infertility, lowered sex drive, or bizarre food cravings and felt like your body was just irrational?' With this breadth of symptoms, improving hormonal health is a goal for women at every stage of their lives Alisa Vitti says that medication and anti-depressants aren't the only solutions. The thousands of women she has treated in her Manhattan clinic know the power of her process that focuses on uncovering your unique biological make up. Groundbreaking and informative, WomanCode educates women about hormone health in a way that's relevant and easy to understand. Bestselling author and women's health expert Christiane Northrup, who has called WomanCode the 'Our Bodies, Ourselves of this generation', provides an insightful foreword. |
| fog data science llc website: The Power of Digital Affiliate Marketing Dr Mehmet Yildiz, 2021-05-14 You may ask why another book for affiliate marketing now. Good question! I know the importance of passive income for authors in this economic climate; thus, I designed this book to guide you create a new revenue stream. I author this book for a specific audience: freelance writers, including published and indie authors, bloggers, and other content creators because affiliate marketing can be a godsend for them. This book will make affiliate marketing so easy to understand that you can succeed if you apply the knowledge in it. |
| fog data science llc website: Machine Learning in Action Peter Harrington, 2012-04-03 Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce |
| fog data science llc website: The Greenhouse Gas Protocol , 2004 The GHG Protocol Corporate Accounting and Reporting Standard helps companies and other organizations to identify, calculate, and report GHG emissions. It is designed to set the standard for accurate, complete, consistent, relevant and transparent accounting and reporting of GHG emissions. |
| fog data science llc website: Elevate Science Zipporah Miller, Michael J. Padilla, Michael Wysession, 2019 |
| fog data science llc website: Data Visualization Made Simple Kristen Sosulski, 2018-09-27 Data Visualization Made Simple is a practical guide to the fundamentals, strategies, and real-world cases for data visualization, an essential skill required in today’s information-rich world. With foundations rooted in statistics, psychology, and computer science, data visualization offers practitioners in almost every field a coherent way to share findings from original research, big data, learning analytics, and more. In nine appealing chapters, the book: examines the role of data graphics in decision-making, sharing information, sparking discussions, and inspiring future research; scrutinizes data graphics, deliberates on the messages they convey, and looks at options for design visualization; and includes cases and interviews to provide a contemporary view of how data graphics are used by professionals across industries Both novices and seasoned designers in education, business, and other areas can use this book’s effective, linear process to develop data visualization literacy and promote exploratory, inquiry-based approaches to visualization problems. |
| fog data science llc website: Artificial Intelligence and Soft Computing Amit Konar, 2018-10-08 With all the material available in the field of artificial intelligence (AI) and soft computing-texts, monographs, and journal articles-there remains a serious gap in the literature. Until now, there has been no comprehensive resource accessible to a broad audience yet containing a depth and breadth of information that enables the reader to fully understand and readily apply AI and soft computing concepts. Artificial Intelligence and Soft Computing fills this gap. It presents both the traditional and the modern aspects of AI and soft computing in a clear, insightful, and highly comprehensive style. It provides an in-depth analysis of mathematical models and algorithms and demonstrates their applications in real world problems. Beginning with the behavioral perspective of human cognition, the text covers the tools and techniques required for its intelligent realization on machines. The author addresses the classical aspects-search, symbolic logic, planning, and machine learning-in detail and includes the latest research in these areas. He introduces the modern aspects of soft computing from first principles and discusses them in a manner that enables a beginner to grasp the subject. He also covers a number of other leading aspects of AI research, including nonmonotonic and spatio-temporal reasoning, knowledge acquisition, and much more. Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain is unique for its diverse content, clear presentation, and overall completeness. It provides a practical, detailed introduction that will prove valuable to computer science practitioners and students as well as to researchers migrating to the subject from other disciplines. |
| fog data science llc website: Data Analytics for Intelligent Transportation Systems Mashrur Chowdhury, Kakan Dey, Amy Apon, 2024-11-02 Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems (ITS), including the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. It presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies. All fundamentals/concepts presented in this book are explained in the context of ITS. Users will learn everything from the basics of different ITS data types and characteristics to how to evaluate alternative data analytics for different ITS applications. They will discover how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Data Analytics for Intelligent Transportation Systems will prepare an educated ITS workforce and tool builders to make the vision for safe, reliable, and environmentally sustainable intelligent transportation systems a reality. It serves as a primary or supplemental textbook for upper-level undergraduate and graduate ITS courses and a valuable reference for ITS practitioners. - Utilizes real ITS examples to facilitate a quicker grasp of materials presented - Contains contributors from both leading academic and commercial domains - Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications - Includes exercise problems in each chapter to help readers apply and master the learned fundamentals, concepts, and techniques - New to the second edition: Two new chapters on Quantum Computing in Data Analytics and Society and Environment in ITS Data Analytics |
| fog data science llc website: Design Patterns Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides, 1995 Software -- Software Engineering. |
| fog data science llc website: Introduction to R for Business Intelligence Jay Gendron, 2016-08-26 Learn how to leverage the power of R for Business Intelligence About This Book Use this easy-to-follow guide to leverage the power of R analytics and make your business data more insightful. This highly practical guide teaches you how to develop dashboards that help you make informed decisions using R. Learn the A to Z of working with data for Business Intelligence with the help of this comprehensive guide. Who This Book Is For This book is for data analysts, business analysts, data science professionals or anyone who wants to learn analytic approaches to business problems. Basic familiarity with R is expected. What You Will Learn Extract, clean, and transform data Validate the quality of the data and variables in datasets Learn exploratory data analysis Build regression models Implement popular data-mining algorithms Visualize results using popular graphs Publish the results as a dashboard through Interactive Web Application frameworks In Detail Explore the world of Business Intelligence through the eyes of an analyst working in a successful and growing company. Learn R through use cases supporting different functions within that company. This book provides data-driven and analytically focused approaches to help you answer questions in operations, marketing, and finance. In Part 1, you will learn about extracting data from different sources, cleaning that data, and exploring its structure. In Part 2, you will explore predictive models and cluster analysis for Business Intelligence and analyze financial times series. Finally, in Part 3, you will learn to communicate results with sharp visualizations and interactive, web-based dashboards. After completing the use cases, you will be able to work with business data in the R programming environment and realize how data science helps make informed decisions and develops business strategy. Along the way, you will find helpful tips about R and Business Intelligence. Style and approach This book will take a step-by-step approach and instruct you in how you can achieve Business Intelligence from scratch using R. We will start with extracting data and then move towards exploring, analyzing, and visualizing it. Eventually, you will learn how to create insightful dashboards that help you make informed decisions—and all of this with the help of real-life examples. |
| fog data science llc website: Klara and the Sun Kazuo Ishiguro, 2021-03-02 NEW YORK TIMES BESTSELLER • Once in a great while, a book comes along that changes our view of the world. This magnificent novel from the Nobel laureate and author of Never Let Me Go is “an intriguing take on how artificial intelligence might play a role in our futures ... a poignant meditation on love and loneliness” (The Associated Press). • A GOOD MORNING AMERICA Book Club Pick! Here is the story of Klara, an Artificial Friend with outstanding observational qualities, who, from her place in the store, watches carefully the behavior of those who come in to browse, and of those who pass on the street outside. She remains hopeful that a customer will soon choose her. Klara and the Sun is a thrilling book that offers a look at our changing world through the eyes of an unforgettable narrator, and one that explores the fundamental question: what does it mean to love? |
| fog data science llc website: The Sensitives Oliver Broudy, 2021-07-20 Over fifty million Americans endure a mysterious environmental illness that renders them allergic to chemicals. Innocuous staples from deodorant to garbage bags wreak havoc on sensitives. No one is born with EI; it often starts with a single toxic exposure. Symptoms include extreme fatigue, brain fog, muscle aches, inability to tolerate certain foods. Broudy investigates this disease, and delves into the intricate, ardent subculture that surrounds it--Adapted from jacket |
| fog data science llc website: Texas Aquatic Science Rudolph A. Rosen, 2014-12-29 This classroom resource provides clear, concise scientific information in an understandable and enjoyable way about water and aquatic life. Spanning the hydrologic cycle from rain to watersheds, aquifers to springs, rivers to estuaries, ample illustrations promote understanding of important concepts and clarify major ideas. Aquatic science is covered comprehensively, with relevant principles of chemistry, physics, geology, geography, ecology, and biology included throughout the text. Emphasizing water sustainability and conservation, the book tells us what we can do personally to conserve for the future and presents job and volunteer opportunities in the hope that some students will pursue careers in aquatic science. Texas Aquatic Science, originally developed as part of a multi-faceted education project for middle and high school students, can also be used at the college level for non-science majors, in the home-school environment, and by anyone who educates kids about nature and water. To learn more about The Meadows Center for Water and the Environment, sponsors of this book's series, please click here. |
| fog data science llc website: Quench Dana Cohen, Gina Bria, 2018-03-06 Based on breakthrough new science in the field of hydration, Quench debunks many popular myths about getting enough water and offers a revolutionary five-day jump start plan that shows how better hydration can reduce or eliminate ailments like chronic headaches, weight gain, gut pain, and even autoimmune conditions. Chronic headaches, brain fog, fatigue, weight gain, insomnia, gut pain, autoimmune conditions. We may think these and other all-too-common modern maladies are due to gluten intake or too much sugar or too little exercise. But there is another missing piece to the health puzzle: Proper hydration. Yes, even in this era of Poland Spring many of us are dehydrated due to moisture-lacking diets, artificial environments, medications, and over-dependence on water as our only source of hydration. For this reason, that new diet or exercise plan may fail because our body doesn't have enough moisture to support it. Quench presents a wellness routine that can reverse all of that, based on breakthrough new science in the field of hydration. Readers will be surprised to learn that drinking too much water can flush out vital nutrients and electrolytes. Here is where gel water comes in: the water from plants (like cucumber, berries, aloe), which our bodies are designed to truly absorb right down to the cellular level. In fact, Ms. Bria's work as an anthropologist led her to the realization that desert people stay hydrated almost exclusively from what they eat, including gel plants like cactus. Based on groundbreaking science from the University of Washington's Pollack Water Lab and other research, Quench offers a five-day jump start plan: hydrating meal plans and the heart of the program, smoothies and elixirs using the most hydrating and nutrient-packed plants. Another unique feature of their approach is micro-movements -- small, simple movements you can make a few times a day that will move water through your fascia, the connective tissue responsible for hydrating our bodies. You will experience more energy, focus, and better digestion within five days . . . then move onto the lifetime plan for continued improvements, even elimination of symptoms. |
| fog data science llc website: Little Blue Encyclopedia (for Vivian) Hazel Jane Plante, 2019 Fiction. LGBTQIA Studies. The playful and poignant novel LITTLE BLUE ENCYCLOPEDIA (FOR VIVIAN) sifts through a queer trans woman's unrequited love for her straight trans friend who died. A queer love letter steeped in desire, grief, and delight, the story is interspersed with encyclopedia entries about a fictional TV show set on an isolated island. The experimental form functions at once as a manual for how pop culture can help soothe and mend us and as an exploration of oft-overlooked sources of pleasure, including karaoke, birding, and butt toys. Ultimately, LITTLE BLUE ENCYCLOPEDIA (FOR VIVIAN) reveals with glorious detail and emotional nuance the woman the narrator loved, why she loved her, and the depths of what she has lost. |
| fog data science llc website: Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications Tran Khanh Dang, Josef Küng, Tai M. Chung, Makoto Takizawa, 2021-11-14 This book constitutes the proceedings of the 8th International Conference on Future Data and Security Engineering, FDSE 2021, held in Ho Chi Minh City, Vietnam, in November 2021.* The 28 full papers and 8 short were carefully reviewed and selected from 168 submissions. The selected papers are organized into the following topical headings: big data analytics and distributed systems; security and privacy engineering; industry 4.0 and smart city: data analytics and security; blockchain and access control; data analytics and healthcare systems; and short papers: security and data engineering. * The conference was held virtually due to the COVID-19 pandemic. |
| fog data science llc website: Estrogen Matters Carol Tavris, Avrum Bluming, 2018-09-04 A compelling, “fascinating” (Robert Cialdini) defense of hormone replacement therapy, exposing the faulty science behind its fall from prominence and giving women the evidence they need to make informed decisions about their health. Now fully revised and updated. Estrogen Matters was my antidote to the misinformation surrounding menopause. This book should be the bible for every single person going through menopause.”―Naomi Watts For years, hormone replacement therapy (HRT) was the medically approved way to alleviate menopausal symptoms (ranging from hot flushes to brain fog) and reduce the risk of heart disease, Alzheimer's, and osteoporosis. But when a large study by the Women's Health Initiative (WHI) announced, with national fanfare, that women taking HRT had an increased risk of breast cancer, women were scared off, and the treatment was abandoned. Now, Dr. Bluming, a medical oncologist, and Dr. Tavris, a social psychologist, reveal the true story of the WHI’s efforts to distort their data to exaggerate unsupported claims of estrogen’s harms. Important updates in this edition include: Evidence that demolishes the WHI’s claim that HRT causes breast cancer. A list of the WHI’s retractions of their original scare stories. Updated findings on estrogen’s benefits on heart, brain, bones, and longevity. A critical review of the alternative products and medications being marketed to treat symptoms of menopause. A sobering and revelatory read, Estrogen Matters sets the record straight on estrogen’s benefits, providing a light to guide women through this inevitable phase of life. |
| fog data science llc website: The Cellular Healing Diet Dan Pompa, 2006-10-12 This Popular Resource Guide contains everything you need to successfully correct your fat loss hormones using Dr. Pompa's Cellular Healing Diet to burn fat, lose weight and get your sustained energy back.With this guide you will be able to MAXIMIZE YOUR HEALTH utilizing: Three Basic Diet Changes Five Basics of the Cellular Healing Diet Included 78 Minute Cellular Healing Diet Audio CD Complete Food and Food Resource Lists Cooking/Eating Tips and Fat Facts Over 90 Advanced/Cellular Healing Diet Recipes Meal Ideas and 7-Day Meal Plan Start today and make your weight loss and health goals a reality!I have tried other diets and failed...on the Cellular Healing Diet I not only lost 146 pounds in one year, but also all my high risk blood work is now normal. ~ Rich Brooks October 2009 |
| fog data science llc website: Backpacker , 2004-03 Backpacker brings the outdoors straight to the reader's doorstep, inspiring and enabling them to go more places and enjoy nature more often. The authority on active adventure, Backpacker is the world's first GPS-enabled magazine, and the only magazine whose editors personally test the hiking trails, camping gear, and survival tips they publish. Backpacker's Editors' Choice Awards, an industry honor recognizing design, feature and product innovation, has become the gold standard against which all other outdoor-industry awards are measured. |
| fog data science llc website: Performance Analysis and Tuning on Modern CPUs , 2020-11-16 Performance tuning is becoming more important than it has been for the last 40 years. Read this book to understand your application's performance that runs on a modern CPU and learn how you can improve it. The 170+ page guide combines the knowledge of many optimization experts from different industries. |
| fog data science llc website: Commercial Aviation Safety, Sixth Edition Stephen K. Cusick, Antonio I. Cortes, Clarence C. Rodrigues, 2017-05-12 Up-To-Date Coverage of Every Aspect of Commercial Aviation Safety Completely revised edition to fully align with current U.S. and international regulations, this hands-on resource clearly explains the principles and practices of commercial aviation safety—from accident investigations to Safety Management Systems. Commercial Aviation Safety, Sixth Edition, delivers authoritative information on today's risk management on the ground and in the air. The book offers the latest procedures, flight technologies, and accident statistics. You will learn about new and evolving challenges, such as lasers, drones (unmanned aerial vehicles), cyberattacks, aircraft icing, and software bugs. Chapter outlines, review questions, and real-world incident examples are featured throughout. Coverage includes: • ICAO, FAA, EPA, TSA, and OSHA regulations • NTSB and ICAO accident investigation processes • Recording and reporting of safety data • U.S. and international aviation accident statistics • Accident causation models • The Human Factors Analysis and Classification System (HFACS) • Crew Resource Management (CRM) and Threat and Error Management (TEM) • Aviation Safety Reporting System (ASRS) and Flight Data Monitoring (FDM) • Aircraft and air traffic control technologies and safety systems • Airport safety, including runway incursions • Aviation security, including the threats of intentional harm and terrorism • International and U.S. Aviation Safety Management Systems |
| fog data science llc website: Innovation with Purpose Lockheed Martin, 2013 |
| fog data science llc website: The Second World Ocean Assessment United Nations Publications, 2021-09-22 In its resolutions 57/141 and 58/240, the General Assembly decided to establish a regular process under the United Nations for global reporting and assessment of the state of the marine environment, including socioeconomic aspects, both current and foreseeable, building on existing regional assessments. In its resolution 71/257, the Assembly recalled that the scope of the first cycle of the Regular Process focused on establishing a baseline and decided that the scope of the second cycle would extend to evaluating trends and identifying gaps. The programme of work for the period 2017-2020 of the second cycle of the Regular Process includes the preparation by the Group of Experts of the Regular Process for Global Reporting and Assessment of the State of the Marine Environment, including Socioeconomic Aspects, of the second World Ocean Assessment, building on the baselines established by the First Global Integrated Marine Assessment (first World Ocean Assessment). In its resolution 72/73, the Assembly decided that the Group of Experts should proceed on the basis of a single comprehensive assessment. The present document was prepared by the Group of Experts in accordance with those decisions--Summary. |
Fog - Wikipedia
Fog is a visible aerosol consisting of tiny water droplets or ice crystals suspended in the air at or near the Earth's surface. [1] [2] Fog can be considered a type of low-lying cloud …
How Fog Forms - National Weather Service
Evaporation or Mixing Fog. This type of fog forms when sufficient water vapor is added to the air by evaporation and the moist air mixes with cooler, relatively drier air. The two common …
Fog | Definition, Formation, Types, & Facts | Britannica
May 30, 2025 · Fog, cloud of small water droplets that is near ground level and sufficiently dense to reduce horizontal visibility to less than 1,000 metres (3,281 feet). The word fog also may …
How Does Fog Form? | Weather.com - The Weather C…
Oct 14, 2013 · The most common form of fog, known as radiation fog, typically occurs on clear nights as the earth's surface cools moist air …
6 Different Types of Fog - Farmers' Almanac
Jan 31, 2024 · While ground fog is caused by cool, moist air rising from the ground, advection fog forms when warm, damp air flows over cold ground. You can distinguish between ground …
Fog - Wikipedia
Fog is a visible aerosol consisting of tiny water droplets or ice crystals suspended in the air at or near the Earth's surface. [1] [2] Fog can be considered a type of low-lying cloud usually …
How Fog Forms - National Weather Service
Evaporation or Mixing Fog. This type of fog forms when sufficient water vapor is added to the air by evaporation and the moist air mixes with cooler, relatively drier air. The two common types …
Fog | Definition, Formation, Types, & Facts | Britannica
May 30, 2025 · Fog, cloud of small water droplets that is near ground level and sufficiently dense to reduce horizontal visibility to less than 1,000 metres (3,281 feet). The word fog also may …
How Does Fog Form? | Weather.com - The Weather Channel
Oct 14, 2013 · The most common form of fog, known as radiation fog, typically occurs on clear nights as the earth's surface cools moist air immediately above it.
6 Different Types of Fog - Farmers' Almanac
Jan 31, 2024 · While ground fog is caused by cool, moist air rising from the ground, advection fog forms when warm, damp air flows over cold ground. You can distinguish between ground fog …
Fog – Definition, Types, Formation - Science Notes and Projects
Oct 19, 2024 · Fog plays a crucial role in many ecosystems, particularly in regions with limited rainfall. Fog acts as a water source for plants, animals, and even human communities. Fog as …
The 6 Types Of Fog - Boldmethod
Jun 15, 2024 · Here's what you should know about the 6 most common types of fog. How Does Fog Form? Fog may be present when a small temperature/dew-point spread exists (usually …
What is Fog? - Earth Networks
Fog is a visible aerosol comprising tiny water droplets or ice crystals suspended in the air at or near the Earth’s surface. Nearby bodies of water, topography, and weather conditions are …
Fog
Feb 18, 2025 · Fog is a cloud that touches the ground. Fog can be thin or thick, meaning people have difficulty seeing through it. In some conditions, fog can be so thick that it makes it hard to …
fog - Glossary of Meteorology
Mar 30, 2024 · According to international definition, fog reduces visibility below 1 km (0.62 miles). Fog differs from cloud only in that the base of fog is at the earth's surface while clouds are …
