ai bookshelf
Intelligent Machine Learning:

Hands-On Machine Learning with Scikit-Learn and Tensor Flow: Concepts, Tools, and Techniques to Build Intelligent Systems
by O’Reilly Media

Deep Learning (Adaptive Computation and Machine Learning series) (MIT Press) Nov 18, 2016
by Ian Goodfellow and Yoshua Bengio

Fundamentals of Machine Learning for Predictive DataAnalytics: Algorithms, Worked Examples, and Case Studies (MIT Press) Jul24, 2015
by John D. Kelleher and Brian Mac Namee

Machine Learning (McGraw-Hill International Editions Computer Science Series) Oct 1,1997
by Tom M. Mitchell

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series) Aug 24, 2012
by Kevin P. Murphy

Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning) Dec 15, 2001
by Bernhard Schlkopfand Alexander J. Smola

Learning From Data Hardcover – 2012
by Yaser S. Abu-Mostafa,‎ Malik Magdon-Ismail,‎Hsuan-Tien Lin

DataMining, Fourth Edition: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) Dec 1, 2016
by Ian H. Witten and Eibe Frank

Pattern Classification 2007
by Richard O Duda

Compiler Design:

Principles of Compiler Design (Addison-Wesley series in computer science and information processing) Aug 1, 1977
by Alfred V. Aho and Jeffrey D. Ullman

Compilers: Principles, Techniques, and Tools Jan 1, 1986
by Alfred V. Aho and Ravi Sethi

Compilers: Principles, Techniques, and Tools (2nd Edition) Sep10, 2006
by Alfred V. Aho and Monica S. Lam

Engineering a Compiler Nov 10, 2003
by Keith Cooper and Linda Torczon

Engineering: A Compiler Feb 21, 2011
by Keith Cooper and Linda Torczon

Generation of Natural Language, Speech and Processing:

Foundations of Statistical Natural Language Processing Jun18, 1999
by Christopher D. Manning and Hinrich Schütze

Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition 2008
by Daniel Jurafsky

Generating Natural Language Under Pragmatic Constraints Apr15, 2013
by Eduard H. Hovy

Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology May 28, 1997
by Dan Gusfield

Emotion and Sense of Reasoning:

The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind
by Simon & Schuster

Commonsense Reasoning, Second Edition: An Event Calculus Based Approach Oct 16, 2014
by Erik T. Mueller

Representations of Commonsense Knowledge (Morgan Kaufmann Series in Representation and Reasoning) Hardcover – September 1, 1990
by Ernest Davis

Designing Sociable Robots (Intelligent Robotics and Autonomous Agents series) Aug 20,2004 by Cynthia Breazeal

The Society of Mind Mar 15, 1988
by Marvin Minsky


Automated Planning: Theory & Practice (The Morgan Kaufmann Series in Artificial Intelligence) May 17, 2004
by Malik Ghallab and Dana Nau

Automated Planning and Acting Aug 9, 2016
by Malik Ghallab and Dana Nau

Related Books:

Life 3.0: Being Human in the Age of Artificial Intelligence Aug 29, 2017
by Max Tegmark

Artificial Intelligence: A Modern Approach 2015
by Stuart Russell

The Industries of the Future Feb 7, 2017
by Alec Ross

The Sentient Machine: The Coming Age of Artificial Intelligence Nov 21, 2017
by Amir Husain

Artificial Intelligence: A Modern Approach (3rd Edition) Dec 11, 2009
by Stuart Russell and Peter Norvig

Our Final Invention: Artificial Intelligence and the End of the Human Era Feb 14, 2015
by James Barrat

Superintelligence: Paths, Dangers, Strategies May 1, 2016
by Nick Bostrom

Robot is the Boss: How to do Business with Artificial Intelligence Aug 31, 2017
by Artur Kiulian

How to Create a Mind: The Secret of Human Thought Revealed Aug 27, 2013
by Ray Kurzweil

On Intelligence: How a New Understanding of the Brain Will Lead to the Creation of Truly Intelligent Machines Jul 14, 2005
by Jeff Hawkins and Sandra Blakeslee

Blockchain Basics: A Non-Technical Introduction in 25 Steps Mar 16, 2017
by Daniel Drescher

Heart of the Machine: Our Future in a World of Artificial Emotional Intelligence Mar 7, 2017
by Richard Yonck

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies Jan 25, 2016
by Erik Brynjolfsson and Andrew McAfee

The Future of the Mind: The Scientific Quest to Understand, Enhance, and Empower the Mind Feb 17, 2015
by Michio Kaku

Driverless: Intelligent Cars and the Road Ahead (MIT Press) Sep 15, 2017
by Hod Lipson and Melba Kurman

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World Sep 22, 2015
by Pedro Domingos

The Singularity Is Near: When Humans Transcend Biology Sep 26, 2006
by Ray Kurzweil

Data Analytics: 7 Manuscripts – Data Analytics Beginners, Deep Learning Keras, Analyzing Data Power BI, Reinforcement Learning, Artificial Intelligence, Text Analytics, Convolutional Neural Networks Nov 6, 2017
by Anthony Williams

Java Artificial Intelligence: Made Easy, w/ Java Programming; Learn to Create your * Problem Solving * Algorithms! TODAY! w/ Machine Learning & Data … engineering, r programming, iOS development) Apr 10, 2016
by Code Well Academy

Make Your Own Neural NetworkMar 31, 2016
by Tariq Rashid

Introduction to Algorithms, 3rd Edition (MIT Press) Jul 31, 2009
by Thomas H. Cormen and Charles E. Leiserson

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