Download or read book Know about Predictive Techniques written by Shanker Adawal and published by Sagar Publications. This book was released on with total page 766 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of any horoscope is based on analyzing the Natal chart. It is important, as in any other science; to start from the basics and the basic fundamentals should always remain the base. In this book the author has tried to explain the first principles which are important while making predictions and working on them. He has also tried to explain about certain planets such as Mars, Saturn, Rahu and Ketu which are usually the dreaded planets. Also have briefly touched on the predictive techniques while talking about financial prospects, education and marriage. This book will be equally useful for amateur and research scholars.
Download or read book Esoteric Principles Of Vedic Astrology written by Bepin Behari and published by Sterling Publishers Pvt. Ltd. This book was released on 2013 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents the ancient Hindu astrology in its occult and esoteric aspects. Traditional practitioners often failed to defend the veracity of the subject and dispel the scepticism of modern intellectuals. The ancient revelations have been restated here to meet contemporary requirements. The ancient seers presented Vedic Astrology under various assumptions and in allegorical and symbolic languages. They assumed polydimensional extension of human consciousness which was closely related with planetary impulses. Apart from the general approach to this ancient science, the study presents in depth the astrological description of the nature of man. It also provides deeper implications of various planetary combinations. Advanced practitioners as well as general readers will find the book informative, illuminating and highly rewarding.
Download or read book Predictive Analytics written by Eric Siegel and published by John Wiley & Sons. This book was released on 2016-01-12 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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
Download or read book Llewellyn s Complete Book of Predictive Astrology written by Kris Brandt Riske and published by Llewellyn Worldwide. This book was released on 2011-11-08 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Being able to forecast your future gives you a remarkable edge. Whether it's taking advantage of approaching opportunities or preparing for challenges that are heading your way, predictive astrology helps you maximize your innate potential—and make choices that will lead to a more satisfying life. The perfect companion to Llewellyn's Complete Book of Astrology, popular astrologer Kris Brandt Riske lends her signature easy-to-understand style to this definitive guide to predictive astrology. Step by step, she lays out clear instructions for performing each major predictive technique, including solar arcs, progressions, transits, lunar cycles, and planetary returns. She also provides a basic introduction to horary astrology, the method used to obtain answers to specific questions. Discover how to read all elements of a predictive chart and pinpoint when changes in your career, relationships, finances, and other important areas of life are on the horizon. To make learning even easier, this astrology book includes examples that illustrate major events in the lives of the author's clients as well as celebrities such as Marilyn Monroe, Jimmy Carter, Martha Stewart, and Pamela Anderson.
Download or read book Fundamentals of Clinical Data Science written by Pieter Kubben and published by Springer. This book was released on 2018-12-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
Download or read book Statistical and Machine Learning Data Mining written by Bruce Ratner and published by CRC Press. This book was released on 2012-02-28 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data, contained 17 chapters of innovative and practical statistical data mining techniques. In this second edition, renamed to reflect the increased coverage of machine-learning data mining techniques, the author has completely revised, reorganized, and repositioned the original chapters and produced 14 new chapters of creative and useful machine-learning data mining techniques. In sum, the 31 chapters of simple yet insightful quantitative techniques make this book unique in the field of data mining literature. The statistical data mining methods effectively consider big data for identifying structures (variables) with the appropriate predictive power in order to yield reliable and robust large-scale statistical models and analyses. In contrast, the author's own GenIQ Model provides machine-learning solutions to common and virtually unapproachable statistical problems. GenIQ makes this possible — its utilitarian data mining features start where statistical data mining stops. This book contains essays offering detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data. They address each methodology and assign its application to a specific type of problem. To better ground readers, the book provides an in-depth discussion of the basic methodologies of predictive modeling and analysis. While this type of overview has been attempted before, this approach offers a truly nitty-gritty, step-by-step method that both tyros and experts in the field can enjoy playing with.
Download or read book Perfect Predictive Astrology Best Techniques written by Ram Babu Sao and published by . This book was released on 2018-11-28 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perfect Predictive Astrology (Best Techniques) is a unique book to make complete and accurate predictions for you and your family. This book provides some of the elementary and in depth essential elements and parameters for complete horoscope predictions. Many of the basics on Horoscope Predictions are explained in detail. The success comes only with the right actions at the right timing. This book provides the best predictions for successful ventures such as Education, Employment, and Business, Buying a House or Investing in the Stock Market and makes your life more beautiful than ever before. Money controls the way we live our lives, and this amazing readings will give you all the ways to earn sufficient money. By using the book, your life will be happier and prosperous. You need to take control of your financial future. It will allow you an insight into your own destiny. Many "psychic services" must be charging you as much as $50, $75, or even $100 from you for the prediction of only one event of life, but this book offers you a single instrument for accurate and fast reading of horoscope as many times as you want and that too at no extra cost. You can make money by using "Right Time" to attend anything, gain Power and Status using your own cycles that empower you toward success and avoid problems before they happen by knowing it at right time to act. Be Comfortable with gifts provided by the God, as you deserve them. Example: A case of "Foreign Travel" - Moon has an important role for Foreign Travel. House 3rd, 4th, 5th, 7th, 8th, 9th, 12th house signify Foreign Travel. So, House is 1, 2, and 11 Negate Foreign Travel. Let us analyse planet Moon first. As per birth detail: Moon is in Pisces @ 080: 01': 08". From the Sign, Star Lord and Sub Lord table, U. Bhadrapada Nakshatra Lord - Saturn) and Sub Lord - Ketu govern the Planet Moon position @ 07°20'00'' to 08°06'40".(A) Planet (Moon): Planet (Moon) signifies the houses 11, (by position) and 3 being the lord: 3 & 11. (2) Nakshatra Lord-Saturn: Saturn signifies the houses 2, (by position) and 9, 10 being the lord: 2, 9 & 10. (3) Nakshatra Sub Lord-Ketu: Ketu signifies the houses 9 (by position) and 8 (by lordship): 9 & 8. (1) First Line - Planet-Moon: House 3, 1 x (+1) + house 11, 1 x (-1) = + 1 - 1 = 0. (2) Second Line - Star Lord-Saturn: House 9, 2 x (+1) = + 2 = + 2. (3) Third Line - Sub Lord-Ketu: House 9, 3 x (+ 1) + house 8, 3 x (+1) = + 3 + 3 = 6. Now, add the results obtained above: 0 + 2 + 6 = + 8. Result: The result is very positive (+ 8) for Foreign Travel. So, the Native will be busy in Foreign Travel certainly in constellation and sub lord time period, and will have many Foreign Travel journey.
Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Download or read book 1000 Predictive Techniques written by Saket Shah and published by Saket Shah. This book was released on 2021-09-17 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dear Reader, We know that Nadi astrology is one of the oldest form of astrology originated from country of india. It is based on the belief that the past, present, and future lives of all humans were foreseen by Hindu sages in ancient time. Nadi Astrology is like a mirror of your karmas in the previous birth(s). While this is not entirely accurate, for simplicity's sake, let's say there are two options associated with your Karma. You either live out your mistakes or you can overcome them by performing corrective actions in a proactive manner - this goes for all living being. In this book I am going to give you 1000 predictive techniques which is mentioned in Nadi astrology. By using this techniques you can use any horoscope and predict many things easily. We know what wonders Nadi astrology can do. These are very simple and accurate methods of prediction in astrology. I hope readers will enjoy this book and will find this book highly useful in prediction. I welcome all of you to my journey of astrology and divine knowledge. Regards, Saket Shah
Download or read book Feature Engineering and Selection written by Max Kuhn and published by CRC Press. This book was released on 2019-07-25 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
Download or read book Llewellyn s Complete Book of Astrology written by Kris Brandt Riske and published by Llewellyn Worldwide. This book was released on 2010-09-08 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: The easiest way to learn astrology is to start with yourself. Your astrological birth chart is a powerful tool for gaining a deeper understanding of your unique gifts, talents, challenges, and life's purpose. As you begin to decipher the wealth of information in your own birth chart, you'll experience astrology in a personally meaningful way—which makes it easier to understand and remember. Once you learn the basics of astrology, you'll be able to read the birth charts of yourself and others. This friendly guidebook is the most complete introduction to astrology available. Popular astrologer Kris Brandt Riske presents the essentials of astrology in a clear, step-by-step way, paying special attention to three areas of popular interest: relationships, career, and money. She explains the meaning of the planets, zodiac signs, houses, and aspects, and how to interpret their significance in your chart. Over 30 illustrations, including the birth charts of several famous people—Al Gore, Oprah Winfrey, Brad Pitt, and Tiger Woods, to name just a few—add a helpful visual dimension to your learning experience. Practical and positive, Llewellyn's Complete Book of Astrology offers techniques for using astrology to identify the qualities you seek in an ideal mate, realize your career and financial potential, calculate your luck, and discover your inner strength.
Download or read book Applied Predictive Analytics written by Dean Abbott and published by John Wiley & Sons. This book was released on 2014-04-14 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the principles and best practices that govern the art of predictive analytics. It clearly explains the theory behind predictive analytics, teaches the methods, principles, and techniques for conducting predictive analytics projects, and offers tips and tricks that are essential for successful predictive modeling. Hands-on examples and case studies are included. The ability to successfully apply predictive analytics enables businesses to effectively interpret big data; essential for competition today This guide teaches not only the principles of predictive analytics, but also how to apply them to achieve real, pragmatic solutions Explains methods, principles, and techniques for conducting predictive analytics projects from start to finish Illustrates each technique with hands-on examples and includes as series of in-depth case studies that apply predictive analytics to common business scenarios A companion website provides all the data sets used to generate the examples as well as a free trial version of software Applied Predictive Analytics arms data and business analysts and business managers with the tools they need to interpret and capitalize on big data.
Download or read book Predictive Analytics For Dummies written by Anasse Bari and published by John Wiley & Sons. This book was released on 2014-03-06 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combine business sense, statistics, and computers in a new and intuitive way, thanks to Big Data Predictive analytics is a branch of data mining that helps predict probabilities and trends. Predictive Analytics For Dummies explores the power of predictive analytics and how you can use it to make valuable predictions for your business, or in fields such as advertising, fraud detection, politics, and others. This practical book does not bog you down with loads of mathematical or scientific theory, but instead helps you quickly see how to use the right algorithms and tools to collect and analyze data and apply it to make predictions. Topics include using structured and unstructured data, building models, creating a predictive analysis roadmap, setting realistic goals, budgeting, and much more. Shows readers how to use Big Data and data mining to discover patterns and make predictions for tech-savvy businesses Helps readers see how to shepherd predictive analytics projects through their companies Explains just enough of the science and math, but also focuses on practical issues such as protecting project budgets, making good presentations, and more Covers nuts-and-bolts topics including predictive analytics basics, using structured and unstructured data, data mining, and algorithms and techniques for analyzing data Also covers clustering, association, and statistical models; creating a predictive analytics roadmap; and applying predictions to the web, marketing, finance, health care, and elsewhere Propose, produce, and protect predictive analytics projects through your company with Predictive Analytics For Dummies.
Download or read book Mastering Predictive Analytics with scikit learn and TensorFlow written by Alvaro Fuentes and published by Packt Publishing Ltd. This book was released on 2018-09-29 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn advanced techniques to improve the performance and quality of your predictive models Key FeaturesUse ensemble methods to improve the performance of predictive analytics modelsImplement feature selection, dimensionality reduction, and cross-validation techniquesDevelop neural network models and master the basics of deep learningBook Description Python is a programming language that provides a wide range of features that can be used in the field of data science. Mastering Predictive Analytics with scikit-learn and TensorFlow covers various implementations of ensemble methods, how they are used with real-world datasets, and how they improve prediction accuracy in classification and regression problems. This book starts with ensemble methods and their features. You will see that scikit-learn provides tools for choosing hyperparameters for models. As you make your way through the book, you will cover the nitty-gritty of predictive analytics and explore its features and characteristics. You will also be introduced to artificial neural networks and TensorFlow, and how it is used to create neural networks. In the final chapter, you will explore factors such as computational power, along with improvement methods and software enhancements for efficient predictive analytics. By the end of this book, you will be well-versed in using deep neural networks to solve common problems in big data analysis. What you will learnUse ensemble algorithms to obtain accurate predictionsApply dimensionality reduction techniques to combine features and build better modelsChoose the optimal hyperparameters using cross-validationImplement different techniques to solve current challenges in the predictive analytics domainUnderstand various elements of deep neural network (DNN) modelsImplement neural networks to solve both classification and regression problemsWho this book is for Mastering Predictive Analytics with scikit-learn and TensorFlow is for data analysts, software engineers, and machine learning developers who are interested in implementing advanced predictive analytics using Python. Business intelligence experts will also find this book indispensable as it will teach them how to progress from basic predictive models to building advanced models and producing more accurate predictions. Prior knowledge of Python and familiarity with predictive analytics concepts are assumed.
Download or read book Statistical and Machine Learning Data Mining written by Bruce Ratner and published by CRC Press. This book was released on 2017-07-12 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interest in predictive analytics of big data has grown exponentially in the four years since the publication of Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition. In the third edition of this bestseller, the author has completely revised, reorganized, and repositioned the original chapters and produced 13 new chapters of creative and useful machine-learning data mining techniques. In sum, the 43 chapters of simple yet insightful quantitative techniques make this book unique in the field of data mining literature. What is new in the Third Edition: The current chapters have been completely rewritten. The core content has been extended with strategies and methods for problems drawn from the top predictive analytics conference and statistical modeling workshops. Adds thirteen new chapters including coverage of data science and its rise, market share estimation, share of wallet modeling without survey data, latent market segmentation, statistical regression modeling that deals with incomplete data, decile analysis assessment in terms of the predictive power of the data, and a user-friendly version of text mining, not requiring an advanced background in natural language processing (NLP). Includes SAS subroutines which can be easily converted to other languages. As in the previous edition, this book offers detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data. The author addresses each methodology and assigns its application to a specific type of problem. To better ground readers, the book provides an in-depth discussion of the basic methodologies of predictive modeling and analysis. While this type of overview has been attempted before, this approach offers a truly nitty-gritty, step-by-step method that both tyros and experts in the field can enjoy playing with.
Download or read book Machine Learning with R written by Brett Lantz and published by Packt Publishing Ltd. This book was released on 2019-04-15 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solve real-world data problems with R and machine learning Key Features Third edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.6 and beyond Harness the power of R to build flexible, effective, and transparent machine learning models Learn quickly with a clear, hands-on guide by experienced machine learning teacher and practitioner, Brett Lantz Book Description Machine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data. Machine Learning with R, Third Edition provides a hands-on, readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to uncover key insights, make new predictions, and visualize your findings. This new 3rd edition updates the classic R data science book to R 3.6 with newer and better libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning. Find powerful new insights in your data; discover machine learning with R. What you will learn Discover the origins of machine learning and how exactly a computer learns by example Prepare your data for machine learning work with the R programming language Classify important outcomes using nearest neighbor and Bayesian methods Predict future events using decision trees, rules, and support vector machines Forecast numeric data and estimate financial values using regression methods Model complex processes with artificial neural networks — the basis of deep learning Avoid bias in machine learning models Evaluate your models and improve their performance Connect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow Who this book is for Data scientists, students, and other practitioners who want a clear, accessible guide to machine learning with R.
Download or read book 500 Unique Nakshatra Predictive Techniques written by Saket Shah and published by Saket Shah. This book was released on 2021-08-09 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: I have used nakshatras from many decades so in this book I am using 27 nakshatra from Ashwini to Revati and providing some quick snapshot techniques which can be used on horoscope while predicting. These techniques are very quick and easy. All these techniques are based on experience of many decades. I am expecting every reader might love this technique. Regards, Saket Shah AUTHOR DESCRIPTION I am practicing astrology from many decades. With my experience knowledge and wisdom I have written many books. I believe in providing best knowledge to all the people across globe. I have seen thousands of horoscope in my life and experienced many events of astrology in past few decades. I welcome each person to enhance their knowledge of astrology by joining me in this divine journey. I am a software engineer and investor by profession and I took astrology as a hobby. But this hobby became my passion when I started decoding the secrets of universe hidden in astrology or jyotish vidya. Our ancient seer possessed divine third eye to decode the universe and written down the astrology in form of scripture I am presenting this divine knowledge in front of entire world. I recommend every body to make the best out of my books. I welcome each person in the world to dip in the ocean of divine and cosmic energy of universe called jyotish. It is also called as light of God. Because knowledge of astrology is directly provided by God to humans in ancient times. The kind of bliss you will feel in this journey will evolve your soul to next stage of spiritualism. This journey will blow your mind and senses and will connect your soul to divine. I definitely believe you will feel bliss with this gyan(knowledge).
