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Machine Intelligence Books
    Natural Language Processing with Python
    rated by 35 techies
    This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summ...
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    Mining the Social Web : Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More
    rated by 60 techies
    How can you tap into the wealth of social web data to discover who's making connections with whom, what they're talking about, and where they're located? With this expanded and thoroughly revised edit...
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    Sentiment Analysis: Mining Opinions, Sentiments, and Emotions
    rated by 4 techies
    Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous ...
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    Taming Text: How to Find, Organize, and Manipulate It
    rated by 12 techies
    Taming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to...
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    Foundations of Statistical Natural Language Processing
    rated by 23 techies
    Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processi...
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    Speech and Language Processing, 2nd Edition
    rated by 19 techies
    For undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language...
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    Introduction to Information Retrieval
    rated by 25 techies
    Class-tested and coherent, this groundbreaking new textbook teaches web-era information retrieval, including web search and the related areas of text classification and text clustering from basic conc...
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    Python Machine Learning
    rated by 46 techies
    Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book - Leverage Python's most powerful open-source libraries for deep learning, ...
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    The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
    rated by 69 techies
    Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. More and more, these algorithms work by learning from the trails...
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    Pattern Recognition and Machine Learning
    rated by 122 techies
    This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact a...
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    Programming Collective Intelligence: Building Smart Web 2.0 Applications
    rated by 118 techies
    Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the...
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    Machine Learning (McGraw-Hill International Editions Computer Science Series)
    rated by 58 techies
    This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level u...
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    Learning From Data
    rated by 103 techies
    This book, together with specially prepared online material freely accessible to our readers, provides a complete introduction to Machine Learning, the technology that enables computational systems to...
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    Information Theory, Inference and Learning Algorithms
    rated by 23 techies
    Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exciting areas of contemporary science and engineering - ...
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    Machine Learning: A Probabilistic Perspective
    rated by 54 techies
    Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then ...
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    Reinforcement Learning: An Introduction
    rated by 21 techies
    Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it recei...
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    Artificial Intelligence: A Modern Approach
    rated by 107 techies
    Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is i...
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    The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind
    rated by 38 techies
    In this mind-expanding book, scientific pioneer Marvin Minsky continues his groundbreaking research, offering a fascinating new model for how our minds work. He argues persuasively that emotions, intu...
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    Artificial Intelligence (3rd Edition)
    rated by 16 techies
    This book explains how it is possible for computers to reason and perceive, thus introducing the field called artificial intelligence. From the book, you learn why the field is important, both as a br...
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    Machine Learning: Hands-On for Developers and Technical Professionals
    rated by 13 techies
    Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers ...
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    Machine Learning in Python: Essential Techniques for Predictive Analysis
    rated by 22 techies
    Learn a simpler and more effective way to analyze data and predict outcomes with Python Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algo...
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    Superintelligence: Paths, Dangers, Strategies
    The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or...
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    Deep Learning
    The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is n...
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    Deep Learning in Python
    rated by 10 techies
    Deep learning is making waves. At the time of this writing (March 2016), Google's AlghaGo program just beat 9-dan professional Go player Lee Sedol at the game of Go, a Chinese board game. Experts in...
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    Neural Networks and Deep Learning
    Neural Networks and Deep Learning is a free online book. The book will teach you about: 1. Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn ...
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    Artificial Intelligence for Humans, Volume 3: Deep Learning and Neural Networks
    rated by 6 techies
    Neural networks have been a mainstay of artificial intelligence since its earliest days. Now, exciting new technologies such as deep learning and convolution are taking neural networks in bold new dir...
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    Deep Belief Nets in C++ and CUDA C: Volume 1: Restricted Boltzmann Machines and Supervised Feedforward Networks
    rated by 3 techies
    Deep belief nets are one of the most exciting recent developments in artificial intelligence. The structure of these elegant models is much closer to that of human brains than traditional neural netwo...
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    Deep Belief Nets in C++ and CUDA C: Volume II: Autoencoding in the Complex Domain
    rated by 3 techies
    Deep belief nets are one of the most exciting recent developments in artificial intelligence. The structure of these elegant models is much closer to that of human brains than traditional neural netwo...
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    Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms
    With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research that is paving the way for modern machine learning. This book uses exposition and...
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    Building Data Science Teams
    As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, per...
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