Book picks similar to
The Minimum Description Length Principle by Peter D. Grünwald


mathematics
machine-learning
62-statistics-and-statistical
computer-science

Order Out of Chaos: Man's New Dialogue with Nature


Ilya Prigogine - 1984
    Stengers and Prigogine show how the two great themes of classic science, order and chaos, which coexisted uneasily for centuries, are being reconciled in a new and unexpected synthesis.

Hands-On Programming with R: Write Your Own Functions and Simulations


Garrett Grolemund - 2014
    With this book, you'll learn how to load data, assemble and disassemble data objects, navigate R's environment system, write your own functions, and use all of R's programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also shows you how to get more from R than just visualizing and modeling data. You'll gain valuable programming skills and support your work as a data scientist at the same time.Work hands-on with three practical data analysis projects based on casino gamesStore, retrieve, and change data values in your computer's memoryWrite programs and simulations that outperform those written by typical R usersUse R programming tools such as if else statements, for loops, and S3 classesLearn how to write lightning-fast vectorized R codeTake advantage of R's package system and debugging toolsPractice and apply R programming concepts as you learn them

The Model Thinker: What You Need to Know to Make Data Work for You


Scott E. Page - 2018
    But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

The Evolution of Cooperation


Robert Axelrod - 1984
    Widely praised and much-discussed, this classic book explores how cooperation can emerge in a world of self-seeking egoists—whether superpowers, businesses, or individuals—when there is no central authority to police their actions. The problem of cooperation is central to many different fields. Robert Axelrod recounts the famous computer tournaments in which the “cooperative” program Tit for Tat recorded its stunning victories, explains its application to a broad spectrum of subjects, and suggests how readers can both apply cooperative principles to their own lives and teach cooperative principles to others.

Thinking Critically


John Chaffee - 1985
    The text begins with basic skills related to personal experience and then carefully progresses to the more sophisticated reasoning skills required for abstract, academic contexts. Thinking Critically introduces students to the cognitive process while teaching them to develop their higher-order thinking and language abilities. A number of distinctive characteristics make the text an effective tool for both instructors and students. Exercises, discussion topics, and writing assignments encourage active participation, stimulating students to critically examine their own and others' thinking.

Introducing Logic: A Graphic Guide


Dan Cryan - 2001
    Yet despite logic's widely acknowledged importance, it remains an unbroken seal for many, due to its heavy use of jargon and mathematical symbolism.This book follows the historical development of logic, explains the symbols and methods involved and explores the philosophical issues surrounding the topic in an easy-to-follow and friendly manner. It will take you through the influence of logic on scientific method and the various sciences from physics to psychology, and will show you why computers and digital technology are just another case of logic in action.

Career Theory and Practice: Learning Through Case Studies


Jane L. Swanson - 1999
    Each chapter applies a different theory to case examples and - to provide continuity - to a fictitious client' constructed from many past clients of the authors.

Philosophy Of Mind: Brains, Consciousness And Thinking Machines


Patrick Grim - 2013
    

Models of My Life


Herbert A. Simon - 1991
    Simon looks at his distinguished and varied career, continually asking himself whether (and how) what he learned as a scientist helps to explain other aspects of his life.A brilliant polymath in an age of increasing specialization, Simon is one of those rare scholars whose work defines fields of inquiry. Crossing disciplinary lines in half a dozen fields, Simon's story encompasses an explosion in the information sciences, the transformation of psychology by the information-processing paradigm, and the use of computer simulation for modeling the behavior of highly complex systems.Simon's theory of bounded rationality led to a Nobel Prize in economics, and his work on building machines that think--based on the notion that human intelligence is the rule-governed manipulation of symbols--laid conceptual foundations for the new cognitive science. Subsequently, contrasting metaphors of the maze (Simon's view) and of the mind (neural nets) have dominated the artificial intelligence debate.There is also a warm account of his successful marriage and of an unconsummated love affair, letters to his children, columns, a short story, and political and personal intrigue in academe.

Mining of Massive Datasets


Anand Rajaraman - 2011
    This book focuses on practical algorithms that have been used to solve key problems in data mining and which can be used on even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.

Everyday Karma: A Renowned Psychic Shows You How to Change Your Life by Changing Your Karma


Carmen Harra - 2002
    I demonstrate how day-to-day thoughts and actions can plant karmic seeds in your life that will either blossom like flowers or take over like weeds. This book will guide you into a deep understanding of your own karma and give you the tools to heal the past and discover a more joyful future.”–CARMEN HARRAThe author of Everyday Karma is one of the great psychics of our time, a veritable “karmic counselor” whose gifts have enabled her to help presidents, first ladies, Wall Street executives, royalty, and Hollywood celebrities achieve their true destinies. She predicted the collapse of the Soviet Union, John Kennedy Jr.’s death, President Clinton’s impeachment, and major karmic events around the world with better than 90 percent accuracy.Now, in Everyday Karma, she invites you to embark upon a journey of healing and enlightenment–and to start living the life that is yours alone. Through her own spiritual biography (beginning with a near-death experience when she was young), true stories from many of her clients, and her predictions of coming events, you’ll be inspired to initiate your own spiritual evolution. With powerful, specially created meditations, prayers, and visualizations, she helps you resolve your specific problems, even deeply ingrained and self-destructive ways of thinking and behaving.Unique among books about spiritual growth and healing, Everyday Karma emphasizes the great power of the karmic energy within you that is waiting to be tapped–and tells you exactly how to set it free, including how to Enter the invisible world of spirit and light Hear messages from your spirit guide Create karmic relationships Heal karmic wounds and improve your emotional and physical health Discover your karmic life purpose Bring fresh, positive, and balanced energy into your everyday worldMost of us live our entire lives with, at best, a vague sense of dissatisfaction that even great fame and wealth seem unable to dispel. This book shows you another way. The lessons that Carmen Harra learned from the invisible world and shares with you here will light your path to a transformed and deeply fulfilled life in the visible world, starting here and now.

An Introduction to Theories of Learning


Matthew H. Olson - 1982
    Accessible for undergraduates yet thorough enough for graduate students, this comprehensive text defines learning and shows how the learning process is studied. The text places learning in its historical perspective, giving students an appreciation for the figures and theories that have shaped 100 years of learning theory research.

A Stoic's Diary


Dipanshu Rawal - 2018
    Here's the link- https://www.smashwords.com/books/view...------I have been both good and bad to people.Because,I have had ups and downs in my life.---I have been extremely happy whenever something good happened.And like everyone else, I have had my fair share of failures as well.I have been sad and depressed as well.There was a time when nothing went right.I know you might have witnessed such time in your life as well.So, at that moment,I started seeking life advices.While searching-“How to be happy in your life”,on Google,I stumbled upon a few philosophies.Out of those,stoicism was the one that attracted me the most.While researching on stoicism,I couldn’t help but notice that the simplicity and effectiveness of stoicism were lost in either the fancy words of contemporary writers or the outdated words by ancient stoic writers.So, here are my interpretations of stoicism in the simplest way possible.

Numerical Optimization


Jorge Nocedal - 2000
    One can trace its roots to the Calculus of Variations and the work of Euler and Lagrange. This natural and reasonable approach to mathematical programming covers numerical methods for finite-dimensional optimization problems. It begins with very simple ideas progressing through more complicated concepts, concentrating on methods for both unconstrained and constrained optimization.