Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries.Key FeaturesSecond edition of the bestselling book on Machine LearningA practical approach to key frameworks in data science, machine learning, and deep learningUse the most powerful Python libraries to implement machine learning and deep learningGet to know the best practices to improve and optimize you...

Over the course of a year, in just one national forest in California, raids on illegal marijuana growing operations yielded 19,710 pounds of infrastructure, 138 ounces of restricted poisons, 4,595 pounds of fertilizer, 12 gallons of common pesticides, 5.6 miles of waterlines, and 102 propane bottles. Even as efforts to legalize marijuana accelerate, such “trespass grows” spread exponentially—as does their effect on the environment. The nature of this impact on the land and in the political...

From Congressman Jared Huffman, a behind-the-scenes look at the shocking extent of Christian nationalism's reach in our government―and the fight to defend church-state separation.Sinclair Lewis is said to have predicted, "When fascism comes to America, it will be wrapped in the flag and carrying the cross." Democratic congressman Jared Huffman witnessed something eerily like that vision on January 6, 2021. That was his wake-up call to the shocking power of Christia...

New York Times bestseller: The true behind-the-scenes story of the manhunt for the 9/11 mastermind is "a page-turner" ( Minneapolis Star-Tribune).From the author of Black Hawk Down and Hue 1968, this is a gripping account of the hunt for Osama bin Laden. With access to key sources, Mark Bowden takes us inside the rooms where decisions were made and on the ground where the action unfolded.After mastermind...

Augmented Reality (AR) blurs the boundary between the physical and digital worlds. In AR’s current exploration phase, innovators are beginning to create compelling and contextually rich applications that enhance a user’s everyday experiences. In this book, Dr. Helen Papagiannis—a world-leading expert in the field—introduces you to AR: how it’s evolving, where the opportunities are, and where it’s headed.If you’re a designer, developer, entrepreneur, student, educator, business lead...

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines.TensorFlow for Deep Learning teaches concepts ...

Now more timely than ever, Alice Walker’s Sent By Earth reflects on the tragedy of September 11, 2001, and addresses the anger many Americans felt at the presumed perpetrator of the attack: Osama bin Laden. In powerfully reflective, nuanced, and above all heartfelt prose, Walker explores the seeds of hatred and resentment around the globe, and advances a surprisingly controversial theory: that hatred can never be defeated by hatred, but only by love.

Neural networks are a family of powerful machine learning models and this book focuses on their application to natural language data.The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to eas...

Sex, drugs, and rock ’n’ roll. In popular imagination, these words seem to capture the atmosphere of 1960s hippie communes. Yet when the first hippie commune was founded in 1965 outside Trinidad, Colorado, the goal wasn’t one long party but rather a new society that integrated life and art. In Droppers, Mark Matthews chronicles the rise and fall of this utopian community, exploring the goals behind its creation and the factors that eventually led to its dissolution.Seeking...

Get to grips with the essentials of deep learning by leveraging the power of PythonKey FeaturesYour one-stop solution to get started with the essentials of deep learning and neural network modelingTrain different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and moreCovers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deployin...

Roaming the country by bus and train, on a budget and without any institutional support, Linh Dinh set out to document, in words and pictures, what life is like for people. From Los Angeles, Cheyenne, Portland, and New Orleans, to Jackson and Wolf Point--Linh walked miles and miles through unfamiliar neighborhoods, talking to whoever would talk to him: the homeless living in tent cities, the peddlers, the protestors, the public preachers, the prostitutes. With the uncompromising eye of a W...

Powerful, independent recipes to build deep learning models in different application areas using R librariesKey FeaturesMaster intricacies of R deep learning packages such as mxnet & tensorflowLearn application on deep learning in different domains using practical examples from text, image and speechGuide to set-up deep learning models using CPU and GPUBook DescriptionDeep Learning is the next big thing. It is a part of machi...