"Machine learning," the process of automating tasks once considered the domain of highly-trained analysts and mathematicians, is the key to efficiently extracting useful information from this sea of raw data. Machine Learning in Action is a unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. In it, the author uses the flexible Python programming language to show how to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification.

    The twists and turns of the series, as well as the psychological depth and complexity of J. K. Rowling’s characters, have kept fans enthralled with and puzzling over the many mysteries that permeate Hogwarts and beyond: Do the Harry Potter books encourage disobedience? Why is everyone so fascinated by Professor Lupin? What exactly will Harry and his friends do when they finally pass those N.E.W.T.s? Do even wizards live by the ticking of the clock? Is Harry destined to end up alone? And why did it take Ron and Hermione so long to get together? Now, in The Psychology of Harry Potter, leading psychologists delve into the ultimate Chamber of Secrets, analyzing human mind and motivation by examining the themes and characters that make the Harry Potter books the bestselling fantasy series of all time. Grab a spot on the nearest couch, and settle in for some fresh revelations about our favorite young wizard!

    This book leads the reader from simple graphs through planar graphs, Euler's formula, Platonic graphs, coloring, the genus of a graph, Euler walks, Hamilton walks, more. Includes exercises. 1976 edition.

    With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication.Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligenceThis book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.

    This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way. You’ll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

    A timeless introduction to the field and a landmark in symbolic logic, showing that classical logic can be treated algebraically.

    You'll find out how to unknot your DNA, how to count like a supercomputer and how to become famous for solving mathematics' most challenging problem.

    Included are step-by-step instructions on how to carry out Bayesian data analyses.Download Link : readbux.com/download?i=0124058884            0124058884 Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan PDF by John Kruschke

    Times have changed since the late 1940s, but ambitions have not, and millions of Americans have drawn on the no-nonsense techniques described in The Magic of Believing to reach their dreams and achieve success. Obstacles have become a thing of the past, when they were “blasted” with Bristol’s powerful book, T.N.T.: It Rocks the Earth. Adhering to his corner- stone philosophy on the power of believing, T.N.T. offers practical suggestions on how to accurately and scientifically proceed to get what you want in life. In these 2 great books, you will learn: • How to project confidence
• How to impress your subconscious mind
• Why a focused aim leads to achievement.
• What your appearance reveals about you.
• The mental secret to success.
• How to transfer your thoughts to others
• To have a power at your command that astounds Let the wisdom the author imparts, infiltrate both your conscious and uncon- scious mind. It’s time to shift into high gear and forward motion, as you commit to your greatest and highest purpose. The late Claude M. Bristol was a lawyer, lecturer, investment banker, and foreign correspondent. He is the coauthor of the long-time best- seller, TNT: The Power Within. Claude Bristol’s tough-minded, hard-hitting message remains as fresh and focused today as when his books were first published, when the subconscious mind was less understood. Times have changed since the late 1940s, but ambitions have not, and millions of Americans have drawn on the no-nonsense techniques described in The Magic of Believing to reach their dreams and achieve success. Obstacles have become a thing of the past, when they were “blasted” with Bristol’s powerful book, T.N.T.: It Rocks the Earth. Adhering to his corner- stone philosophy on the power of believing, T.N.T. offers practical suggestions on how to accurately and scientifically proceed to get what you want in life. In these 2 great books, you will learn: • How to project confidence
• How to impress your subconscious mind
• Why a focused aim leads to achievement.
• What your appearance reveals about you.
• The mental secret to success.
• How to transfer your thoughts to others
• To have a power at your command that astounds Let the wisdom the author imparts, infiltrate both your conscious and uncon- scious mind. It’s time to shift into high gear and forward motion, as you commit to your greatest and highest purpose. The late Claude M. Bristol was a lawyer, lecturer, investment banker, and foreign correspondent. He is the coauthor of the long-time best- seller, TNT: The Power Within.

    Johnson. It was the first book exclusively on the theory of NP-completeness and computational intractability. The book features an appendix providing a thorough compendium of NP-complete problems (which was updated in later printings of the book). The book is now outdated in some respects as it does not cover more recent development such as the PCP theorem. It is nevertheless still in print and is regarded as a classic: in a 2006 study, the CiteSeer search engine listed the book as the most cited reference in computer science literature.

    "Using Econometrics: A Practical Guide "provides readers with a practical introduction that combines single-equation linear regression analysis with real-world examples and exercises. This text also avoids complex matrix algebra and calculus, making it an ideal text for beginners. New problem sets and added support make "Using Econometrics" modern and easier to use.

    

    Techniques covered include state- and goal-based behavior, inter-agent communication, individual and group steering behaviors, team AI, graph theory, search, path planning and optimization, triggers, scripting, scripted finite state machines, perceptual modeling, goal evaluation, goal arbitration, and fuzzy logic.

    It relates to the truth of numbers and magnitudes equally to all sciences and arts. The book brings to light how great and true knowledge is born of intuition, quite different from modern Western method. The ancient Indian method and its secret techniques are examined and shown to be capable of solving various problems of mathematics.

    And you have no idea what you signed up for. Or maybe you've been a stepmom for a while now, but things are getting you down. Who do you turn to for help? Where is the stepmothering support group that'll give you the advice you need? Who actually gets how hard being a stepmom can be?We do. We are the women who have chosen stepmotherhood and lived to tell the tale. This guide holds our solutions to help you:- Brave the crazy ex demands- Overcome the financial hurdles of a blended family- Be prepared for the legal battles and custody arrangements- Handle disrespectful children- Nourish your relationship- Manuever the emotional breakdowns of stepmotherhood- Build your own stepmom's club- Understand why you need your partner to have your backWritten by stepmoms for stepmoms, these tips, anecdotes, and words of advance will help you find success and support within your new family.We are the Stepmoms' Club --your club --and we're here to help you.